Datasets:

xpertsystems
/

oil038-sample

+---
+license: cc-by-nc-4.0
+task_categories:
+  - tabular-classification
+  - tabular-regression
+  - time-series-forecasting
+language:
+  - en
+tags:
+  - synthetic
+  - equipment-failure
+  - predictive-maintenance
+  - reliability
+  - mtbf
+  - mttr
+  - oil-and-gas
+  - rotating-equipment
+  - pump
+  - valve
+  - compressor
+  - vibration
+  - thermal-monitoring
+  - lubrication
+  - iso-14224
+  - iso-10816
+  - iso-4406
+  - api-rp-580
+  - api-rp-691
+  - isa-18-2
+  - eemua-191
+  - sae-arp4761
+  - condition-monitoring
+pretty_name: "OIL-038 — Synthetic Equipment Failure Dataset (Sample)"
+size_categories:
+  - 100K<n<1M
+---
+# OIL-038 — Synthetic Equipment Failure Dataset (Sample)
+A schema-identical preview of **OIL-038**, the XpertSystems.ai synthetic
+equipment-failure and predictive-maintenance dataset for oil & gas rotating
+and stationary assets (pumps, valves, compressors). The full product covers
+~6,500 facilities across a 3-year horizon with ~6 million telemetry rows.
+This sample is the generator's `demo` mode (20 facilities × ~18 assets ×
+90 days) covering all 16 product tables.
+> **Built by** XpertSystems.ai — Synthetic Data Platform
+> **Contact** [pradeep@xpertsystems.ai](mailto:pradeep@xpertsystems.ai) · [xpertsystems.ai](https://xpertsystems.ai)
+> **License** CC-BY-NC-4.0 (sample); commercial license available for the full product.
+---
+## What's inside
+16 CSV tables covering the complete equipment-reliability lifecycle: facility
+master → asset master → failure events (3 equipment groups) → telemetry
+(vibration / thermal / lubrication / environmental / alarms) → maintenance
+work orders → root cause analysis → downtime → reliability KPIs → sensor
+drift → pre-built ML labels.
+| Table | Rows (sample) | What it represents |
+|---|---:|---|
+| `facility_master.csv` | 20 | 10-type facility master with environment, corrosivity, maturity |
+| `equipment_master.csv` | ~340 | 6-type asset master with baseline MTBF, criticality, maintenance strategy |
+| `pump_failures.csv` | ~130 | Centrifugal + PD pump failures with cavitation, seal, bearing signals |
+| `compressor_failures.csv` | ~90 | Reciprocating + centrifugal compressor failures with surge, vibration |
+| `valve_failures.csv` | ~175 | Control + isolation valve failures with leakage, actuator response |
+| `vibration_signals.csv` | ~30,500 | Daily vibration telemetry: RMS velocity, FFT peak, kurtosis, crest factor |
+| `thermal_profiles.csv` | ~30,500 | Daily thermal telemetry: temperature, stress index, cooling, cycle counts |
+| `lubrication_analysis.csv` | ~4,400 | Weekly oil samples: quality, contamination, water ppm, ISO 4406 codes |
+| `maintenance_work_orders.csv` | ~400 | 8-type repair categories with labor hours, parts delays |
+| `root_cause_analysis.csv` | ~400 | RCA method, immediate/systemic causes, contributing factors |
+| `downtime_events.csv` | ~400 | Shutdown type, downtime hours, production loss, repair cost |
+| `reliability_metrics.csv` | ~340 | Per-asset MTBF, MTTR, availability, reliability score, risk rank |
+| `sensor_drift.csv` | ~1,000 | 6 sensor types with drift %, calibration status |
+| `environmental_conditions.csv` | ~30,500 | Daily environmental telemetry: ambient, humidity, salt fog, H₂S |
+| `alarm_events.csv` | ~15,500 | 7-class alarm taxonomy with severity, response delay, flood flag |
+| `equipment_failure_labels.csv` | ~340 | Pre-built ML labels: 30d/90d failure probability, priority, action |
+Total: ~125,000 rows, ~9.4 MB. The full OIL-038 product is ~6 million rows.
+---
+## Calibration sources
+Every distribution and ratio is anchored to **named public references**. The
+validation scorecard (see below) re-scores observed vs. target for 10
+industry-anchored metrics, every one citing its source. Highlights:
+- **SAE ARP4761 / API RP 691** — rotating equipment baseline MTBF benchmarks.
+- **SAE ARP** rotating equipment maintenance standards — typical MTTR ranges.
+- **PSAM / SAE** rotating equipment performance — availability benchmarks.
+- **ISO 4406:2021** Hydraulic fluid cleanliness code + **Noria Lubrication
+  Practices** — lubricant water content thresholds.
+- **ARC Advisory Group** Predictive Maintenance Maturity Survey — sensor-based
+  detection share benchmarks.
+- **Reliability Web Maintenance Strategy Survey** — proactive maintenance
+  strategy share.
+- **API RP 580** Risk-Based Inspection — criticality-tier distribution.
+- **ISO 14224:2016** Reliability and Maintenance Data — work-classification
+  taxonomy.
+- **ISO 10816** Mechanical vibration evaluation — vibration severity classes.
+- **ISA 18.2 / EEMUA 191** — alarm management taxonomy.
+---
+## Validation scorecard
+The wrapper ships a 10-metric scorecard (`validation_scorecard.json`) that
+re-scores the dataset on every generation. Default seed 42 result:
+| ID | Metric | Target | Observed | Source |
+|---|---|---|---:|---|
+| M01 | Median baseline MTBF (hours) | 4,000–15,000 | **4,119** | SAE ARP4761 / API RP 691 |
+| M02 | Median MTTR (hours) | 8–24 | **17.4** | SAE ARP rotating equipment |
+| M03 | Median availability (floor) | ≥ 0.92 | **0.992** | PSAM / SAE |
+| M04 | Lubrication water ppm median (ceiling) | ≤ 250 | **77** | ISO 4406 / Noria |
+| M05 | Sensor-based detection share (floor) | ≥ 0.40 | **0.578** | ARC Advisory PdM |
+| M06 | Proactive maintenance share (floor) | ≥ 0.40 | **0.516** | Reliability Web survey |
+| M07 | Critical+High criticality share | 0.40–0.60 | **0.516** | API RP 580 RBI |
+| M08 | Failure-mode taxonomy coverage | 17–25 | **25** | ISO 14224 / API RP 691 |
+| M09 | Repair-type taxonomy coverage (floor) | ≥ 8 | **8** | ISO 14224:2016 |
+| M10 | Alarm-code taxonomy coverage (floor) | ≥ 7 | **7** | ISA 18.2 / EEMUA 191 |
+**Grade: A+ (100/100). Verified across seeds 42, 7, 123, 2024, 99, 1.**
+---
+## Suggested use cases
+- **Predictive maintenance modeling** — train classifiers that predict
+  `failure_probability_30d` or `failure_probability_90d` from vibration,
+  thermal, lubrication, and environmental telemetry. Pre-built labels in
+  `equipment_failure_labels.csv`.
+- **Remaining useful life (RUL) regression** — use `health_index` time
+  series in `vibration_signals.csv` joined with failure events for
+  prognostics models. Each asset has a degradation trajectory across the
+  90-day sample window.
+- **Fault classification across 25 fault modes** — pump (cavitation,
+  bearing wear, seal leak, …), compressor (surge, rotor imbalance, …),
+  and valve (actuator failure, stiction, …) failure modes are decomposable
+  by equipment type for multi-task learning.
+- **Alarm-flood and ISA 18.2 alarm-management benchmarking** — 15K alarm
+  events × 7 codes × 5-class severity supports nuisance-alarm filtering,
+  rationalization, and prioritization research.
+- **MTBF / MTTR / availability benchmarking** — per-asset reliability
+  metrics in `reliability_metrics.csv` enable Weibull / exponential
+  reliability function fitting and what-if maintenance-strategy ROI
+  modeling.
+- **Sensor-fusion and anomaly detection** — vibration + thermal + lubrication
+  + environmental telemetry are pre-aligned per asset per timestamp,
+  enabling multi-modal anomaly detection benchmarks.
+- **Maintenance strategy ROI** — `maintenance_strategy` × `availability`
+  cross-tab enables direct quantification of reactive vs. time-based vs.
+  condition-based vs. predictive program ROI.
+---
+## Loading
+```python
+from datasets import load_dataset
+# Load failure events
+pumps = load_dataset(
+    "xpertsystems/oil038-sample",
+    data_files="pump_failures.csv",
+    split="train",
+)
+# Load telemetry (largest tables; consider streaming)
+vibration = load_dataset(
+    "xpertsystems/oil038-sample",
+    data_files="vibration_signals.csv",
+    split="train",
+)
+labels = load_dataset(
+    "xpertsystems/oil038-sample",
+    data_files="equipment_failure_labels.csv",
+    split="train",
+)
+```
+Or with pandas directly:
+```python
+import pandas as pd
+from huggingface_hub import hf_hub_download
+path = hf_hub_download(
+    repo_id="xpertsystems/oil038-sample",
+    filename="reliability_metrics.csv",
+    repo_type="dataset",
+)
+df = pd.read_csv(path)
+```
+All 16 tables join on:
+- `facility_id` → facility ↔ equipment ↔ all telemetry/failure/alarm tables
+- `equipment_id` → equipment ↔ failures ↔ telemetry ↔ reliability ↔ labels
+- `failure_id` → failure events ↔ work orders ↔ RCA ↔ downtime
+---
+## Schema highlights
+**`equipment_master.csv`** — `equipment_id`, `facility_id`, `equipment_type`
+(6-class: centrifugal_pump / positive_displacement_pump / control_valve /
+isolation_valve / reciprocating_compressor / centrifugal_compressor),
+`manufacturer_family` (6-class), `installed_date`, `equipment_age_years`,
+`criticality` ∈ {low, medium, high, critical}, `rated_capacity`,
+`design_margin`, `normal_operating_pressure_psi`, `normal_operating_temp_f`,
+`maintenance_strategy` ∈ {reactive, time_based, condition_based, predictive},
+`sensor_coverage_score`, `baseline_mtbf_hours`.
+**Failure events** — 18 fault modes split by equipment family:
+- *Pumps* (centrifugal + PD): cavitation, bearing_wear, seal_leak,
+  shaft_misalignment, impeller_erosion, motor_overload, valve_plate_wear,
+  overpressure, lubrication_failure, drive_failure
+- *Valves* (control + isolation): actuator_failure, stiction, seat_leakage,
+  positioner_fault, stem_corrosion, packing_leak, seal_degradation,
+  blocked_operation
+- *Compressors* (reciprocating + centrifugal): surge, valve_failure,
+  rod_load_exceedance, lubrication_failure, cylinder_overheat,
+  rotor_imbalance, fouling, high_vibration
+Plus 14-class `root_cause` (normal_wear, poor_lubrication, process_upset,
+corrosion, maintenance_error, operator_error, design_limit_exceeded,
+contamination, thermal_cycling, misalignment, foreign_object_damage,
+sensor_drift, high_humidity, H2S_exposure).
+**`vibration_signals.csv`** — `rms_velocity_mm_s` (ISO 10816 unit),
+`fft_peak_hz`, `kurtosis`, `crest_factor`, `health_index` (per-asset
+degradation trajectory), `load_factor`. Daily samples per asset.
+**`lubrication_analysis.csv`** — `oil_quality_score`, `contamination_index`,
+`water_ppm`, `particle_count_iso_code` ∈ {16/14/11, 17/15/12, 18/16/13,
+19/17/14, 20/18/15, 21/19/16} (ISO 4406 cleanliness codes), `viscosity_change_pct`.
+**`alarm_events.csv`** — `alarm_code` ∈ {HIGH_VIB, HIGH_TEMP,
+LOW_OIL_QUALITY, PRESSURE_DEVIATION, SENSOR_DRIFT, SURGE_RISK,
+CAVITATION_RISK}, `severity` ∈ {info, low, medium, high, critical} (ISA 18.2),
+`response_delay_minutes`, `acknowledged_flag`, `alarm_flood_flag`.
+**`equipment_failure_labels.csv` — pre-built ML labels per asset**:
+`failure_probability_30d`, `failure_probability_90d`, `criticality_score`,
+`risk_rank_score`, `predictive_maintenance_priority` ∈ {low, medium, high,
+urgent}, `recommended_action` ∈ {normal_monitoring, increase_monitoring,
+schedule_maintenance, immediate_inspection}.
+---
+## Calibration notes & limitations
+In the spirit of honest synthetic data, a few things buyers of the sample
+should know:
+1. **Telemetry health-index trajectory.** The vibration and thermal
+   telemetry use an aggressive degradation drift model — across the 90-day
+   sample window, the mean `health_index` drops to ~0.40 and ~80% of
+   vibration RMS values exceed ISO 10816 Class 4 alarm thresholds (≥ 4.5
+   mm/s). **This is intentional**: the sample compresses a longer
+   degradation horizon into 90 days so ML utility is high (positive-class
+   density for failure classifiers). For studies that require steady-state
+   healthy operations, filter to `health_index > 0.65` or use the early
+   telemetry window (first 14 days). The full product uses a slower
+   degradation drift over 1,095 days.
+2. **Alarm acknowledgment rate.** Sample acknowledgment rate (~0.78) is
+   below the ISA 18.2 mature target of ≥ 0.85. This is a function of the
+   stress-coupled acknowledgment probability in the generator and is
+   intentional (sample window is degradation-heavy, so operators are
+   modeled as overloaded). Filter to `severity ∈ {high, critical}` to
+   recover the mature acknowledgment rate.
+3. **Alarm flood rate.** The 12.5% flood rate in `alarm_events.csv` is
+   slightly above EEMUA 191's ≤ 10% mature target — same root cause as
+   acknowledgment rate. Useful for *training* alarm-flood detection
+   models (positive-class density). The full product targets 6–9% flood
+   rate at production scale.
+4. **Pre-built ML label priority skew.** `predictive_maintenance_priority`
+   concentrates on `low` (44%) and `medium` (56%) at sample scale, with
+   `high` and `urgent` near zero. This is because risk_rank_score
+   distributes between 0.25–0.50 for most assets at the 90-day demo
+   window. For balanced multi-class training, **use `failure_probability_90d`
+   directly with custom quantile thresholds**, or use the full product's
+   3-year window which exhibits the full priority distribution.
+5. **No-failure asset share.** ~29% of assets have zero failures across the
+   90-day sample (Poisson zero-events). This is correct probabilistic
+   behavior, but means median `observed_mtbf_hours` is the time-horizon
+   itself (2,160 hours) for those assets. Filter to `failure_count > 0`
+   when computing reliability KPIs.
+6. **Deterministic seeding.** All 16 tables are deterministic on `--seed`.
+   Catalog default is seed 42. Seed sweep verifies Grade A+ across
+   {42, 7, 123, 2024, 99, 1}.
+---
+## Commercial / full product
+The full **OIL-038** product covers ~6,500 facilities × 38 assets across a
+1,095-day horizon (~6 million telemetry rows total), with calibrated
+degradation drift, ISA 18.2 / EEMUA 191-aligned alarm acknowledgment and
+flood rates, and a balanced priority-label distribution. Available under
+commercial license — contact
+[pradeep@xpertsystems.ai](mailto:pradeep@xpertsystems.ai).
+XpertSystems.ai also publishes synthetic data products across Cybersecurity,
+Healthcare, Insurance & Risk, Materials & Energy, and Oil & Gas verticals.
+Catalog: [huggingface.co/xpertsystems](https://huggingface.co/xpertsystems).

alarm_events.csv ADDED Viewed

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compressor_failures.csv ADDED Viewed

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+failure_id,equipment_id,facility_id,failure_timestamp,failure_mode,severity_score,root_cause,detected_by,prior_mtbf_hours,estimated_mttr_hours,unplanned_shutdown_flag,surge_index,vibration_mm_s,bearing_temp_f,discharge_temp_f,compression_efficiency_pct
+FAIL-0000000006,EQ-000000004,FAC-000001,2023-02-21T12:00:00+00:00,lubrication_failure,0.369,poor_lubrication,predictive_model,3808.28,20.61,0,0.55,10.327,324.86,297.54,56.28
+FAIL-0000000019,EQ-000000019,FAC-000002,2023-03-25T19:00:00+00:00,surge,0.6931,sensor_drift,predictive_model,979.65,8.61,0,0.8609,12.624,289.66,356.87,48.57
+FAIL-0000000020,EQ-000000019,FAC-000002,2023-03-05T00:00:00+00:00,fouling,0.3793,design_limit_exceeded,operator,1244.63,17.15,0,0.5162,6.184,251.77,324.48,63.21
+FAIL-0000000027,EQ-000000025,FAC-000002,2023-01-07T16:00:00+00:00,bearing_wear,0.1884,contamination,operator,3417.59,15.49,0,0.3906,8.642,224.12,302.78,58.68
+FAIL-0000000036,EQ-000000035,FAC-000003,2023-01-20T13:00:00+00:00,rod_load_exceedance,0.7078,misalignment,inspection,1869.33,18.01,1,0.4634,9.501,274.73,251.75,60.13
+FAIL-0000000042,EQ-000000040,FAC-000003,2023-01-04T17:00:00+00:00,rotor_imbalance,0.374,corrosion,operator,2485.91,6.52,0,0.4522,7.164,285.47,289.43,74.71
+FAIL-0000000043,EQ-000000040,FAC-000003,2023-02-07T11:00:00+00:00,surge,0.4468,misalignment,vibration_monitor,2598.87,8.24,0,0.8932,10.2,230.36,248.41,68.15
+FAIL-0000000044,EQ-000000041,FAC-000003,2023-03-02T00:00:00+00:00,surge,0.3362,sensor_drift,temperature_alarm,2015.95,19.41,0,0.8261,7.807,210.34,214.11,58.26
+FAIL-0000000045,EQ-000000041,FAC-000003,2023-03-28T18:00:00+00:00,surge,0.7313,corrosion,vibration_monitor,1848.48,21.75,0,0.7526,11.363,325.26,432.84,53.21
+FAIL-0000000046,EQ-000000042,FAC-000003,2023-01-14T19:00:00+00:00,bearing_wear,0.2934,high_humidity,vibration_monitor,1929.6,13.58,0,0.3147,9.453,262.46,248.21,73.77
+FAIL-0000000054,EQ-000000048,FAC-000003,2023-02-12T23:00:00+00:00,fouling,0.4882,corrosion,temperature_alarm,1673.02,21.31,0,0.2906,8.495,229.71,364.67,52.89
+FAIL-0000000055,EQ-000000048,FAC-000003,2023-03-26T14:00:00+00:00,seal_leak,0.4113,poor_lubrication,temperature_alarm,1806.12,13.62,0,0.3068,8.985,202.8,322.39,55.13
+FAIL-0000000056,EQ-000000048,FAC-000003,2023-03-25T09:00:00+00:00,bearing_wear,0.2389,corrosion,inspection,1513.45,7.41,0,0.0,2.71,296.58,223.03,66.26
+FAIL-0000000058,EQ-000000050,FAC-000003,2023-03-10T02:00:00+00:00,cylinder_overheat,0.5069,H2S_exposure,predictive_model,713.37,7.79,0,0.329,11.588,241.99,315.89,75.5
+FAIL-0000000064,EQ-000000056,FAC-000004,2023-02-10T15:00:00+00:00,fouling,0.22,misalignment,operator,2623.51,13.33,0,0.2627,4.836,353.48,240.46,53.05
+FAIL-0000000075,EQ-000000064,FAC-000005,2023-01-29T16:00:00+00:00,fouling,0.1448,operator_error,operator,3390.34,50.19,0,0.2341,4.764,202.86,188.94,65.89
+FAIL-0000000076,EQ-000000064,FAC-000005,2023-01-16T03:00:00+00:00,rotor_imbalance,0.0639,thermal_cycling,inspection,3253.29,11.25,0,0.4003,3.21,246.7,155.66,64.38
+FAIL-0000000077,EQ-000000065,FAC-000005,2023-01-29T17:00:00+00:00,seal_leak,0.8651,misalignment,operator,5738.18,13.1,1,0.2794,9.992,311.18,342.61,71.4
+FAIL-0000000078,EQ-000000068,FAC-000005,2023-02-03T01:00:00+00:00,cylinder_overheat,0.99,poor_lubrication,predictive_model,2561.55,36.43,1,0.6302,14.702,303.79,417.3,52.15
+FAIL-0000000079,EQ-000000068,FAC-000005,2023-03-09T17:00:00+00:00,rod_load_exceedance,0.5232,foreign_object_damage,operator,1873.23,16.33,0,0.518,6.425,250.57,366.47,64.06
+FAIL-0000000088,EQ-000000076,FAC-000005,2023-01-16T16:00:00+00:00,fouling,0.1301,corrosion,predictive_model,989.31,8.22,0,0.3924,3.525,241.87,235.97,75.07
+FAIL-0000000089,EQ-000000076,FAC-000005,2023-02-18T07:00:00+00:00,high_vibration,0.3064,normal_wear,inspection,832.7,9.38,0,0.2278,3.2,210.52,245.08,62.82
+FAIL-0000000090,EQ-000000076,FAC-000005,2023-02-10T16:00:00+00:00,bearing_wear,0.5304,sensor_drift,operator,808.39,19.49,0,0.3014,8.914,207.78,413.28,59.06
+FAIL-0000000091,EQ-000000076,FAC-000005,2023-01-04T07:00:00+00:00,bearing_wear,0.5781,corrosion,pressure_alarm,940.87,32.69,0,0.0604,10.295,281.11,263.83,70.81
+FAIL-0000000092,EQ-000000076,FAC-000005,2023-03-28T12:00:00+00:00,high_vibration,0.2239,H2S_exposure,temperature_alarm,812.57,7.57,0,0.1723,8.004,206.38,287.72,57.12
+FAIL-0000000093,EQ-000000076,FAC-000005,2023-01-08T01:00:00+00:00,high_vibration,0.6282,maintenance_error,pressure_alarm,717.19,19.25,1,0.4411,10.402,292.71,369.18,70.17
+FAIL-0000000095,EQ-000000079,FAC-000005,2023-02-25T04:00:00+00:00,seal_leak,0.99,contamination,inspection,2239.15,33.14,1,0.4593,16.396,291.24,426.5,42.55
+FAIL-0000000100,EQ-000000087,FAC-000006,2023-01-21T02:00:00+00:00,rotor_imbalance,0.3291,misalignment,vibration_monitor,3882.32,23.43,0,0.2112,7.285,270.97,247.37,76.18
+FAIL-0000000119,EQ-000000113,FAC-000007,2023-02-13T04:00:00+00:00,rod_load_exceedance,0.2035,corrosion,predictive_model,1315.77,10.91,0,0.5912,6.362,293.33,318.08,71.08
+FAIL-0000000122,EQ-000000118,FAC-000007,2023-03-25T20:00:00+00:00,valve_failure,0.3181,process_upset,temperature_alarm,4888.63,22.5,0,0.66,8.993,304.73,206.47,56.27
+FAIL-0000000123,EQ-000000119,FAC-000007,2023-03-31T09:00:00+00:00,surge,0.99,normal_wear,operator,9403.52,23.74,1,0.8724,14.705,280.97,389.14,54.66
+FAIL-0000000127,EQ-000000124,FAC-000008,2023-03-13T14:00:00+00:00,lubrication_failure,0.2295,H2S_exposure,operator,5878.24,9.15,0,0.1185,2.771,239.05,282.27,64.98
+FAIL-0000000135,EQ-000000129,FAC-000008,2023-03-14T06:00:00+00:00,valve_failure,0.1135,contamination,predictive_model,5761.87,7.37,0,0.192,5.314,193.79,230.27,83.91
+FAIL-0000000139,EQ-000000135,FAC-000008,2023-01-18T14:00:00+00:00,high_vibration,0.3612,thermal_cycling,predictive_model,3826.8,32.65,0,0.1296,5.488,251.97,302.84,61.11
+FAIL-0000000140,EQ-000000138,FAC-000009,2023-01-08T19:00:00+00:00,bearing_wear,0.3517,contamination,predictive_model,1064.1,10.13,0,0.3065,8.966,202.53,243.81,64.96
+FAIL-0000000141,EQ-000000138,FAC-000009,2023-03-12T00:00:00+00:00,bearing_wear,0.6008,thermal_cycling,inspection,1141.3,28.35,0,0.4089,8.819,257.22,228.39,59.02
+FAIL-0000000144,EQ-000000143,FAC-000009,2023-01-16T09:00:00+00:00,fouling,0.5065,H2S_exposure,temperature_alarm,4128.35,24.49,0,0.4595,5.397,288.37,277.32,69.4
+FAIL-0000000147,EQ-000000147,FAC-000009,2023-01-16T08:00:00+00:00,lubrication_failure,0.1444,process_upset,pressure_alarm,1385.7,10.74,0,0.1851,6.957,243.84,288.73,58.26
+FAIL-0000000171,EQ-000000158,FAC-000010,2023-03-12T02:00:00+00:00,surge,0.5453,contamination,vibration_monitor,1020.06,11.38,0,0.926,9.128,221.41,292.73,57.49
+FAIL-0000000172,EQ-000000158,FAC-000010,2023-03-25T10:00:00+00:00,surge,0.7113,thermal_cycling,operator,870.04,19.25,0,0.929,10.299,315.38,372.41,56.41
+FAIL-0000000173,EQ-000000158,FAC-000010,2023-03-27T13:00:00+00:00,fouling,0.2445,operator_error,vibration_monitor,926.46,9.12,0,0.283,4.832,148.34,300.67,69.74
+FAIL-0000000174,EQ-000000158,FAC-000010,2023-01-17T22:00:00+00:00,fouling,0.6934,contamination,pressure_alarm,1054.93,9.27,0,0.4075,10.847,286.86,322.62,69.76
+FAIL-0000000185,EQ-000000165,FAC-000010,2023-03-22T08:00:00+00:00,high_vibration,0.2085,maintenance_error,operator,2474.59,14.48,0,0.2683,2.526,196.82,206.67,55.43
+FAIL-0000000190,EQ-000000172,FAC-000011,2023-01-08T10:00:00+00:00,seal_leak,0.3626,sensor_drift,operator,1134.12,10.97,0,0.2473,4.206,205.95,260.65,60.76
+FAIL-0000000192,EQ-000000176,FAC-000011,2023-03-02T16:00:00+00:00,seal_leak,0.4182,contamination,temperature_alarm,2453.32,15.54,0,0.4777,10.048,325.92,272.44,70.97
+FAIL-0000000200,EQ-000000182,FAC-000011,2023-02-01T00:00:00+00:00,cylinder_overheat,0.7691,corrosion,operator,4102.68,26.08,1,0.1127,11.117,330.42,356.54,48.09
+FAIL-0000000207,EQ-000000186,FAC-000011,2023-03-20T06:00:00+00:00,seal_leak,0.6052,sensor_drift,pressure_alarm,3083.34,27.75,0,0.4708,8.989,321.64,256.32,48.84
+FAIL-0000000208,EQ-000000186,FAC-000011,2023-01-26T14:00:00+00:00,rotor_imbalance,0.0773,thermal_cycling,vibration_monitor,2468.7,6.95,0,0.2145,5.739,259.23,271.54,76.94
+FAIL-0000000209,EQ-000000186,FAC-000011,2023-02-07T13:00:00+00:00,fouling,0.3585,corrosion,predictive_model,2932.21,9.06,0,0.1556,7.393,288.83,321.2,70.9
+FAIL-0000000219,EQ-000000191,FAC-000012,2023-01-01T09:00:00+00:00,rotor_imbalance,0.501,foreign_object_damage,vibration_monitor,1532.49,26.05,0,0.7466,10.944,327.77,288.04,72.55
+FAIL-0000000236,EQ-000000200,FAC-000012,2023-03-01T01:00:00+00:00,rotor_imbalance,0.6219,thermal_cycling,inspection,1564.0,5.75,0,0.5882,15.579,303.09,309.91,51.39
+FAIL-0000000240,EQ-000000203,FAC-000012,2023-01-25T03:00:00+00:00,bearing_wear,0.6251,operator_error,temperature_alarm,2833.0,17.08,0,0.7077,11.261,274.68,327.65,66.01
+FAIL-0000000246,EQ-000000210,FAC-000013,2023-03-30T13:00:00+00:00,lubrication_failure,0.4746,corrosion,temperature_alarm,2488.12,20.72,0,0.122,10.43,233.39,334.5,71.61
+FAIL-0000000248,EQ-000000213,FAC-000013,2023-02-01T00:00:00+00:00,valve_failure,0.4434,H2S_exposure,operator,1811.53,18.58,0,0.1924,8.171,225.01,404.14,71.21
+FAIL-0000000254,EQ-000000219,FAC-000013,2023-02-03T09:00:00+00:00,seal_leak,0.5487,high_humidity,predictive_model,2209.79,20.4,0,0.4173,11.717,315.23,402.23,52.51
+FAIL-0000000255,EQ-000000219,FAC-000013,2023-03-11T20:00:00+00:00,rotor_imbalance,0.3052,foreign_object_damage,pressure_alarm,2407.75,15.37,0,0.2694,6.507,253.51,278.62,57.36
+FAIL-0000000256,EQ-000000219,FAC-000013,2023-02-11T02:00:00+00:00,seal_leak,0.609,poor_lubrication,operator,2283.78,20.22,0,0.4679,12.537,205.78,327.39,50.5
+FAIL-0000000257,EQ-000000220,FAC-000013,2023-03-21T18:00:00+00:00,bearing_wear,0.2906,thermal_cycling,pressure_alarm,1123.25,6.77,0,0.3431,8.864,248.66,365.4,77.25
+FAIL-0000000258,EQ-000000220,FAC-000013,2023-01-21T00:00:00+00:00,bearing_wear,0.5983,process_upset,predictive_model,1074.85,26.01,1,0.2741,11.294,244.39,275.84,78.48
+FAIL-0000000268,EQ-000000225,FAC-000013,2023-02-05T09:00:00+00:00,fouling,0.4209,misalignment,predictive_model,3090.5,19.82,0,0.4987,6.74,267.62,245.7,66.09
+FAIL-0000000271,EQ-000000229,FAC-000014,2023-01-11T13:00:00+00:00,fouling,0.2109,corrosion,operator,1428.2,11.24,0,0.4059,7.782,247.16,306.1,63.93
+FAIL-0000000273,EQ-000000231,FAC-000014,2023-01-30T06:00:00+00:00,cylinder_overheat,0.6341,H2S_exposure,temperature_alarm,1892.64,33.3,0,0.4162,9.195,239.07,331.16,60.31
+FAIL-0000000274,EQ-000000231,FAC-000014,2023-02-22T17:00:00+00:00,valve_failure,0.3527,normal_wear,inspection,1875.67,18.7,0,0.5357,11.187,223.5,377.9,64.86
+FAIL-0000000275,EQ-000000231,FAC-000014,2023-01-11T01:00:00+00:00,bearing_wear,0.308,normal_wear,operator,1782.02,13.06,0,0.3868,5.335,268.58,299.75,47.13
+FAIL-0000000291,EQ-000000249,FAC-000015,2023-03-22T07:00:00+00:00,rotor_imbalance,0.3521,design_limit_exceeded,temperature_alarm,2503.58,18.79,0,0.1397,9.91,287.94,317.4,57.33
+FAIL-0000000297,EQ-000000254,FAC-000015,2023-01-08T20:00:00+00:00,bearing_wear,0.6792,operator_error,predictive_model,1704.82,19.69,0,0.4972,16.272,189.01,276.54,57.57
+FAIL-0000000298,EQ-000000254,FAC-000015,2023-02-26T18:00:00+00:00,high_vibration,0.5126,sensor_drift,predictive_model,1780.91,19.86,0,0.3922,6.042,337.01,377.02,78.36
+FAIL-0000000299,EQ-000000254,FAC-000015,2023-01-07T02:00:00+00:00,surge,0.8254,poor_lubrication,vibration_monitor,2000.97,14.14,1,1.0,11.237,258.55,421.95,58.36
+FAIL-0000000300,EQ-000000255,FAC-000015,2023-01-15T17:00:00+00:00,cylinder_overheat,0.6081,maintenance_error,pressure_alarm,4209.97,12.61,0,0.4516,11.651,300.83,293.6,69.16
+FAIL-0000000301,EQ-000000255,FAC-000015,2023-01-02T14:00:00+00:00,seal_leak,0.8247,high_humidity,operator,5082.07,13.44,1,0.4271,13.107,198.6,281.24,54.42
+FAIL-0000000307,EQ-000000261,FAC-000016,2023-03-03T08:00:00+00:00,seal_leak,0.5111,sensor_drift,vibration_monitor,1492.21,17.03,0,0.2719,11.996,153.67,425.28,53.07
+FAIL-0000000308,EQ-000000262,FAC-000016,2023-03-01T09:00:00+00:00,bearing_wear,0.7148,corrosion,operator,2355.29,15.31,0,0.458,14.979,248.99,485.62,56.02
+FAIL-0000000309,EQ-000000262,FAC-000016,2023-01-15T05:00:00+00:00,surge,0.3879,design_limit_exceeded,inspection,3142.24,10.99,0,0.6712,9.812,261.65,297.81,67.72
+FAIL-0000000313,EQ-000000264,FAC-000016,2023-02-08T14:00:00+00:00,surge,0.2399,design_limit_exceeded,vibration_monitor,2292.55,14.1,0,0.5688,7.225,309.29,224.24,70.35
+FAIL-0000000314,EQ-000000264,FAC-000016,2023-03-30T01:00:00+00:00,fouling,0.5598,normal_wear,temperature_alarm,2199.5,22.09,0,0.4497,9.92,281.11,423.73,53.78
+FAIL-0000000316,EQ-000000267,FAC-000016,2023-01-06T17:00:00+00:00,bearing_wear,0.3299,contamination,vibration_monitor,1374.28,18.15,0,0.415,9.937,252.2,279.99,74.39
+FAIL-0000000317,EQ-000000267,FAC-000016,2023-01-01T05:00:00+00:00,rod_load_exceedance,0.2616,normal_wear,inspection,1063.9,21.09,0,0.3521,7.889,283.5,260.71,76.86
+FAIL-0000000318,EQ-000000267,FAC-000016,2023-03-06T21:00:00+00:00,seal_leak,0.8814,poor_lubrication,inspection,1036.75,32.41,1,0.2625,13.069,258.89,420.58,49.11
+FAIL-0000000319,EQ-000000267,FAC-000016,2023-03-05T23:00:00+00:00,seal_leak,0.358,thermal_cycling,inspection,1006.2,10.55,0,0.5076,7.546,249.64,174.13,74.42
+FAIL-0000000325,EQ-000000273,FAC-000016,2023-02-04T19:00:00+00:00,surge,0.6024,poor_lubrication,pressure_alarm,3286.54,17.87,0,0.8164,10.393,265.43,345.06,58.59
+FAIL-0000000346,EQ-000000296,FAC-000017,2023-02-16T05:00:00+00:00,seal_leak,0.3766,corrosion,pressure_alarm,1409.89,55.1,0,0.7302,9.83,266.46,257.0,67.97
+FAIL-0000000347,EQ-000000296,FAC-000017,2023-03-20T22:00:00+00:00,rod_load_exceedance,0.1112,poor_lubrication,temperature_alarm,1513.18,17.46,0,0.2931,3.878,258.44,275.26,87.18
+FAIL-0000000353,EQ-000000301,FAC-000018,2023-03-14T01:00:00+00:00,rod_load_exceedance,0.7483,thermal_cycling,temperature_alarm,1747.17,14.89,1,0.6495,9.421,226.25,268.85,45.82
+FAIL-0000000354,EQ-000000301,FAC-000018,2023-02-15T16:00:00+00:00,valve_failure,0.5407,corrosion,pressure_alarm,1938.3,10.69,0,0.2588,11.743,207.88,340.26,62.46
+FAIL-0000000360,EQ-000000305,FAC-000018,2023-03-12T00:00:00+00:00,seal_leak,0.3236,corrosion,temperature_alarm,2243.25,23.85,0,0.6165,5.242,244.12,234.04,56.83
+FAIL-0000000367,EQ-000000315,FAC-000019,2023-03-11T08:00:00+00:00,rod_load_exceedance,0.5428,normal_wear,temperature_alarm,1981.2,24.62,0,0.1523,11.54,174.44,405.76,63.96
+FAIL-0000000368,EQ-000000315,FAC-000019,2023-03-20T09:00:00+00:00,lubrication_failure,0.4303,poor_lubrication,vibration_monitor,2168.81,33.08,0,0.3262,8.851,217.96,300.89,64.82
+FAIL-0000000372,EQ-000000318,FAC-000019,2023-02-21T18:00:00+00:00,bearing_wear,0.5077,high_humidity,vibration_monitor,3997.08,15.48,0,0.3419,9.342,336.8,392.79,55.57
+FAIL-0000000386,EQ-000000332,FAC-000020,2023-03-23T08:00:00+00:00,high_vibration,0.5466,normal_wear,predictive_model,2014.24,10.65,0,0.2642,9.063,346.25,341.53,64.52
+FAIL-0000000387,EQ-000000336,FAC-000020,2023-01-09T01:00:00+00:00,rod_load_exceedance,0.3493,high_humidity,temperature_alarm,2181.6,17.12,0,0.4048,6.954,214.85,294.42,67.88
+FAIL-0000000388,EQ-000000336,FAC-000020,2023-02-27T23:00:00+00:00,cylinder_overheat,0.2186,misalignment,inspection,1853.55,10.61,0,0.3857,9.813,242.38,168.02,70.4
+FAIL-0000000396,EQ-000000339,FAC-000020,2023-02-16T00:00:00+00:00,valve_failure,0.4763,H2S_exposure,operator,2524.65,9.09,0,0.2415,9.066,262.56,353.39,59.34

downtime_events.csv ADDED Viewed

	@@ -0,0 +1,397 @@

+downtime_event_id,failure_id,equipment_id,facility_id,shutdown_type,downtime_start,downtime_hours,production_loss_bbl,repair_cost_usd,safety_impact_flag,environmental_impact_flag
+DT-0000000001,FAIL-0000000001,EQ-000000001,FAC-000001,planned_derate,2023-02-27T17:00:00+00:00,10.76,4178.09,11811.63,0,0
+DT-0000000002,FAIL-0000000002,EQ-000000002,FAC-000001,none,2023-01-11T06:00:00+00:00,13.3,5173.29,7600.02,0,0
+DT-0000000003,FAIL-0000000003,EQ-000000002,FAC-000001,unplanned_derate,2023-02-07T12:00:00+00:00,11.92,2687.09,8101.93,0,0
+DT-0000000004,FAIL-0000000004,EQ-000000003,FAC-000001,unit_shutdown,2023-01-15T18:00:00+00:00,18.97,3256.47,52594.22,0,0
+DT-0000000005,FAIL-0000000005,EQ-000000003,FAC-000001,planned_derate,2023-03-12T13:00:00+00:00,22.26,2821.77,60022.24,0,0
+DT-0000000006,FAIL-0000000006,EQ-000000004,FAC-000001,plant_shutdown,2023-02-21T12:00:00+00:00,20.96,1810.32,23860.86,0,0
+DT-0000000007,FAIL-0000000007,EQ-000000006,FAC-000001,unit_shutdown,2023-03-22T03:00:00+00:00,9.68,4349.2,8672.39,0,0
+DT-0000000008,FAIL-0000000008,EQ-000000007,FAC-000001,unit_shutdown,2023-03-17T08:00:00+00:00,15.79,2057.14,14735.65,0,0
+DT-0000000009,FAIL-0000000009,EQ-000000008,FAC-000001,unit_shutdown,2023-03-13T20:00:00+00:00,18.75,1663.64,26883.15,0,0
+DT-0000000010,FAIL-0000000010,EQ-000000010,FAC-000001,unit_shutdown,2023-02-20T15:00:00+00:00,7.22,748.76,30509.25,0,0
+DT-0000000011,FAIL-0000000011,EQ-000000011,FAC-000001,none,2023-03-11T04:00:00+00:00,38.51,4739.81,16032.3,0,0
+DT-0000000012,FAIL-0000000012,EQ-000000013,FAC-000001,unit_shutdown,2023-02-18T14:00:00+00:00,31.3,6910.8,29108.66,0,0
+DT-0000000013,FAIL-0000000013,EQ-000000013,FAC-000001,planned_derate,2023-02-13T09:00:00+00:00,13.72,3630.26,19385.37,0,0
+DT-0000000014,FAIL-0000000014,EQ-000000014,FAC-000001,unit_shutdown,2023-03-28T04:00:00+00:00,11.37,875.61,11634.73,0,0
+DT-0000000015,FAIL-0000000015,EQ-000000015,FAC-000001,unit_shutdown,2023-01-27T17:00:00+00:00,12.76,509.54,26113.39,0,0
+DT-0000000016,FAIL-0000000016,EQ-000000015,FAC-000001,unplanned_derate,2023-03-08T22:00:00+00:00,8.73,248.03,8872.55,0,0
+DT-0000000017,FAIL-0000000017,EQ-000000016,FAC-000001,planned_derate,2023-01-07T12:00:00+00:00,11.3,2690.84,37351.32,0,0
+DT-0000000018,FAIL-0000000018,EQ-000000018,FAC-000001,plant_shutdown,2023-01-25T01:00:00+00:00,35.52,8101.48,24611.46,0,0
+DT-0000000019,FAIL-0000000019,EQ-000000019,FAC-000002,none,2023-03-25T19:00:00+00:00,12.39,1117.98,13414.24,0,0
+DT-0000000020,FAIL-0000000020,EQ-000000019,FAC-000002,plant_shutdown,2023-03-05T00:00:00+00:00,16.79,1290.19,10519.77,0,0
+DT-0000000021,FAIL-0000000021,EQ-000000021,FAC-000002,planned_derate,2023-03-13T00:00:00+00:00,13.88,986.01,4568.16,0,0
+DT-0000000022,FAIL-0000000022,EQ-000000021,FAC-000002,unplanned_derate,2023-03-23T02:00:00+00:00,5.98,660.65,12030.89,0,0
+DT-0000000023,FAIL-0000000023,EQ-000000021,FAC-000002,unit_shutdown,2023-01-12T09:00:00+00:00,25.72,1583.53,11031.92,0,0
+DT-0000000024,FAIL-0000000024,EQ-000000021,FAC-000002,unplanned_derate,2023-01-27T22:00:00+00:00,17.72,1625.19,14145.68,0,0
+DT-0000000025,FAIL-0000000025,EQ-000000023,FAC-000002,none,2023-03-23T11:00:00+00:00,28.06,6951.27,14689.6,0,0
+DT-0000000026,FAIL-0000000026,EQ-000000024,FAC-000002,planned_derate,2023-01-17T01:00:00+00:00,11.6,631.81,29356.82,0,1
+DT-0000000027,FAIL-0000000027,EQ-000000025,FAC-000002,unplanned_derate,2023-01-07T16:00:00+00:00,21.43,1674.66,3751.19,0,0
+DT-0000000028,FAIL-0000000028,EQ-000000026,FAC-000002,unplanned_derate,2023-03-01T22:00:00+00:00,18.39,845.77,6174.18,0,0
+DT-0000000029,FAIL-0000000029,EQ-000000026,FAC-000002,unplanned_derate,2023-03-04T08:00:00+00:00,15.98,2193.8,37713.74,1,0
+DT-0000000030,FAIL-0000000030,EQ-000000028,FAC-000002,planned_derate,2023-02-16T23:00:00+00:00,20.84,3186.26,11738.01,0,0
+DT-0000000031,FAIL-0000000031,EQ-000000028,FAC-000002,planned_derate,2023-01-31T17:00:00+00:00,5.33,687.33,24960.44,0,0
+DT-0000000032,FAIL-0000000032,EQ-000000029,FAC-000002,unit_shutdown,2023-01-18T05:00:00+00:00,37.53,11300.26,12646.72,0,0
+DT-0000000033,FAIL-0000000033,EQ-000000031,FAC-000002,plant_shutdown,2023-01-26T23:00:00+00:00,16.44,2290.93,31516.92,0,0
+DT-0000000034,FAIL-0000000034,EQ-000000034,FAC-000003,planned_derate,2023-02-24T05:00:00+00:00,10.53,273.76,19427.94,0,0
+DT-0000000035,FAIL-0000000035,EQ-000000034,FAC-000003,planned_derate,2023-03-26T00:00:00+00:00,16.85,968.25,44201.18,0,0
+DT-0000000036,FAIL-0000000036,EQ-000000035,FAC-000003,unplanned_derate,2023-01-20T13:00:00+00:00,13.8,5573.51,28646.83,0,0
+DT-0000000037,FAIL-0000000037,EQ-000000036,FAC-000003,planned_derate,2023-01-31T09:00:00+00:00,24.32,2933.57,13073.14,0,0
+DT-0000000038,FAIL-0000000038,EQ-000000037,FAC-000003,unplanned_derate,2023-02-22T14:00:00+00:00,16.46,2471.88,21740.49,0,0
+DT-0000000039,FAIL-0000000039,EQ-000000038,FAC-000003,unplanned_derate,2023-01-14T06:00:00+00:00,14.16,1624.02,26920.58,0,1
+DT-0000000040,FAIL-0000000040,EQ-000000039,FAC-000003,unplanned_derate,2023-01-03T02:00:00+00:00,28.39,2552.49,23168.57,1,0
+DT-0000000041,FAIL-0000000041,EQ-000000039,FAC-000003,none,2023-03-27T20:00:00+00:00,17.64,1737.33,13099.11,0,1
+DT-0000000042,FAIL-0000000042,EQ-000000040,FAC-000003,unplanned_derate,2023-01-04T17:00:00+00:00,5.42,518.16,26560.18,0,0
+DT-0000000043,FAIL-0000000043,EQ-000000040,FAC-000003,unit_shutdown,2023-02-07T11:00:00+00:00,7.38,1033.92,12279.15,0,0
+DT-0000000044,FAIL-0000000044,EQ-000000041,FAC-000003,unplanned_derate,2023-03-02T00:00:00+00:00,18.31,5369.74,29035.07,0,0
+DT-0000000045,FAIL-0000000045,EQ-000000041,FAC-000003,planned_derate,2023-03-28T18:00:00+00:00,26.36,9621.35,84961.91,0,1
+DT-0000000046,FAIL-0000000046,EQ-000000042,FAC-000003,unplanned_derate,2023-01-14T19:00:00+00:00,17.09,1269.74,4534.87,1,0
+DT-0000000047,FAIL-0000000047,EQ-000000043,FAC-000003,unplanned_derate,2023-03-10T15:00:00+00:00,16.74,1722.06,23369.52,0,0
+DT-0000000048,FAIL-0000000048,EQ-000000043,FAC-000003,planned_derate,2023-02-06T14:00:00+00:00,23.39,0.0,14477.97,0,0
+DT-0000000049,FAIL-0000000049,EQ-000000044,FAC-000003,unplanned_derate,2023-03-18T08:00:00+00:00,22.05,786.39,8477.46,0,0
+DT-0000000050,FAIL-0000000050,EQ-000000044,FAC-000003,unit_shutdown,2023-01-01T12:00:00+00:00,14.03,93.58,5241.99,0,0
+DT-0000000051,FAIL-0000000051,EQ-000000045,FAC-000003,plant_shutdown,2023-03-12T08:00:00+00:00,16.86,4828.96,31027.16,0,0
+DT-0000000052,FAIL-0000000052,EQ-000000047,FAC-000003,unit_shutdown,2023-03-23T02:00:00+00:00,17.65,2372.58,24663.91,0,0
+DT-0000000053,FAIL-0000000053,EQ-000000047,FAC-000003,unit_shutdown,2023-02-21T08:00:00+00:00,15.3,3417.77,17262.92,1,0
+DT-0000000054,FAIL-0000000054,EQ-000000048,FAC-000003,plant_shutdown,2023-02-12T23:00:00+00:00,22.25,2968.39,21829.81,0,0
+DT-0000000055,FAIL-0000000055,EQ-000000048,FAC-000003,unplanned_derate,2023-03-26T14:00:00+00:00,11.74,1124.89,6018.27,0,0
+DT-0000000056,FAIL-0000000056,EQ-000000048,FAC-000003,planned_derate,2023-03-25T09:00:00+00:00,5.59,306.61,30042.06,0,0
+DT-0000000057,FAIL-0000000057,EQ-000000049,FAC-000003,plant_shutdown,2023-02-22T16:00:00+00:00,17.98,4157.74,26941.76,0,0
+DT-0000000058,FAIL-0000000058,EQ-000000050,FAC-000003,unplanned_derate,2023-03-10T02:00:00+00:00,8.95,431.47,36549.2,0,0
+DT-0000000059,FAIL-0000000059,EQ-000000051,FAC-000004,unit_shutdown,2023-03-18T00:00:00+00:00,31.67,5305.68,16067.72,0,0
+DT-0000000060,FAIL-0000000060,EQ-000000052,FAC-000004,unplanned_derate,2023-01-31T19:00:00+00:00,30.66,2499.64,32306.41,0,0
+DT-0000000061,FAIL-0000000061,EQ-000000052,FAC-000004,planned_derate,2023-02-02T20:00:00+00:00,14.04,1371.86,23744.56,0,0
+DT-0000000062,FAIL-0000000062,EQ-000000053,FAC-000004,unplanned_derate,2023-03-13T01:00:00+00:00,9.17,364.79,3711.45,0,0
+DT-0000000063,FAIL-0000000063,EQ-000000055,FAC-000004,unplanned_derate,2023-03-24T03:00:00+00:00,8.72,269.93,8332.07,0,0
+DT-0000000064,FAIL-0000000064,EQ-000000056,FAC-000004,none,2023-02-10T15:00:00+00:00,11.12,1661.81,11069.82,0,0
+DT-0000000065,FAIL-0000000065,EQ-000000059,FAC-000004,unit_shutdown,2023-01-14T10:00:00+00:00,36.16,1935.27,17644.09,0,0
+DT-0000000066,FAIL-0000000066,EQ-000000059,FAC-000004,none,2023-02-18T09:00:00+00:00,14.4,3126.47,11681.88,0,0
+DT-0000000067,FAIL-0000000067,EQ-000000059,FAC-000004,planned_derate,2023-02-24T02:00:00+00:00,16.73,1894.83,9236.1,0,0
+DT-0000000068,FAIL-0000000068,EQ-000000059,FAC-000004,unplanned_derate,2023-03-31T15:00:00+00:00,21.88,4242.38,7255.19,0,0
+DT-0000000069,FAIL-0000000069,EQ-000000059,FAC-000004,plant_shutdown,2023-02-09T05:00:00+00:00,16.61,4062.41,4784.16,0,0
+DT-0000000070,FAIL-0000000070,EQ-000000060,FAC-000004,unplanned_derate,2023-01-25T19:00:00+00:00,8.11,475.99,43235.79,0,0
+DT-0000000071,FAIL-0000000071,EQ-000000061,FAC-000004,unit_shutdown,2023-02-01T08:00:00+00:00,13.85,2572.71,2575.56,0,0
+DT-0000000072,FAIL-0000000072,EQ-000000061,FAC-000004,unit_shutdown,2023-02-01T02:00:00+00:00,69.02,7891.08,12517.41,0,0
+DT-0000000073,FAIL-0000000073,EQ-000000062,FAC-000004,unplanned_derate,2023-02-20T03:00:00+00:00,18.45,2515.55,74320.71,0,0
+DT-0000000074,FAIL-0000000074,EQ-000000063,FAC-000004,plant_shutdown,2023-02-02T09:00:00+00:00,23.43,5673.77,93517.64,1,0
+DT-0000000075,FAIL-0000000075,EQ-000000064,FAC-000005,unit_shutdown,2023-01-29T16:00:00+00:00,71.79,3073.25,5010.96,0,0
+DT-0000000076,FAIL-0000000076,EQ-000000064,FAC-000005,none,2023-01-16T03:00:00+00:00,10.27,691.49,15230.19,0,0
+DT-0000000077,FAIL-0000000077,EQ-000000065,FAC-000005,none,2023-01-29T17:00:00+00:00,13.31,2034.39,16507.75,1,0
+DT-0000000078,FAIL-0000000078,EQ-000000068,FAC-000005,none,2023-02-03T01:00:00+00:00,36.43,8211.36,9355.85,1,0
+DT-0000000079,FAIL-0000000079,EQ-000000068,FAC-000005,unit_shutdown,2023-03-09T17:00:00+00:00,20.96,9762.37,16388.49,0,0
+DT-0000000080,FAIL-0000000080,EQ-000000069,FAC-000005,unplanned_derate,2023-02-16T18:00:00+00:00,7.66,2050.69,43222.84,0,0
+DT-0000000081,FAIL-0000000081,EQ-000000071,FAC-000005,unit_shutdown,2023-01-13T12:00:00+00:00,5.28,925.02,4764.34,0,0
+DT-0000000082,FAIL-0000000082,EQ-000000071,FAC-000005,planned_derate,2023-01-12T16:00:00+00:00,7.81,1082.51,32460.34,0,0
+DT-0000000083,FAIL-0000000083,EQ-000000071,FAC-000005,none,2023-02-24T21:00:00+00:00,16.44,2387.42,7274.01,0,0
+DT-0000000084,FAIL-0000000084,EQ-000000072,FAC-000005,planned_derate,2023-01-28T14:00:00+00:00,13.05,3993.9,13370.24,0,0
+DT-0000000085,FAIL-0000000085,EQ-000000073,FAC-000005,unplanned_derate,2023-01-26T23:00:00+00:00,17.11,2359.72,23826.24,0,0
+DT-0000000086,FAIL-0000000086,EQ-000000073,FAC-000005,unit_shutdown,2023-01-12T16:00:00+00:00,26.76,2829.54,20560.55,0,0
+DT-0000000087,FAIL-0000000087,EQ-000000073,FAC-000005,unit_shutdown,2023-02-26T10:00:00+00:00,16.81,1206.12,27759.97,0,0
+DT-0000000088,FAIL-0000000088,EQ-000000076,FAC-000005,planned_derate,2023-01-16T16:00:00+00:00,11.86,1209.82,13841.74,0,0
+DT-0000000089,FAIL-0000000089,EQ-000000076,FAC-000005,unplanned_derate,2023-02-18T07:00:00+00:00,12.01,1475.75,32261.49,0,0
+DT-0000000090,FAIL-0000000090,EQ-000000076,FAC-000005,unplanned_derate,2023-02-10T16:00:00+00:00,21.54,1918.0,22509.58,0,0
+DT-0000000091,FAIL-0000000091,EQ-000000076,FAC-000005,unit_shutdown,2023-01-04T07:00:00+00:00,35.62,2777.27,26890.01,0,1
+DT-0000000092,FAIL-0000000092,EQ-000000076,FAC-000005,planned_derate,2023-03-28T12:00:00+00:00,10.28,640.82,19502.76,0,0
+DT-0000000093,FAIL-0000000093,EQ-000000076,FAC-000005,planned_derate,2023-01-08T01:00:00+00:00,17.73,2092.48,47337.08,0,0
+DT-0000000094,FAIL-0000000094,EQ-000000077,FAC-000005,none,2023-01-18T08:00:00+00:00,18.0,5305.29,131533.21,0,0
+DT-0000000095,FAIL-0000000095,EQ-000000079,FAC-000005,unit_shutdown,2023-02-25T04:00:00+00:00,50.01,15739.8,23104.06,1,0
+DT-0000000096,FAIL-0000000096,EQ-000000081,FAC-000005,unit_shutdown,2023-03-11T21:00:00+00:00,19.36,4293.17,11346.28,0,0
+DT-0000000097,FAIL-0000000097,EQ-000000081,FAC-000005,unplanned_derate,2023-03-12T06:00:00+00:00,17.38,6843.08,11109.09,0,0
+DT-0000000098,FAIL-0000000098,EQ-000000081,FAC-000005,planned_derate,2023-02-06T07:00:00+00:00,23.24,3827.4,20389.88,1,0
+DT-0000000099,FAIL-0000000099,EQ-000000085,FAC-000006,planned_derate,2023-03-22T14:00:00+00:00,50.06,14576.1,7315.5,0,0
+DT-0000000100,FAIL-0000000100,EQ-000000087,FAC-000006,unplanned_derate,2023-01-21T02:00:00+00:00,18.16,5289.07,15325.19,0,0
+DT-0000000101,FAIL-0000000101,EQ-000000090,FAC-000006,none,2023-01-23T04:00:00+00:00,14.57,2001.51,16678.27,0,0
+DT-0000000102,FAIL-0000000102,EQ-000000090,FAC-000006,unplanned_derate,2023-01-04T18:00:00+00:00,9.92,1684.75,54419.85,0,0
+DT-0000000103,FAIL-0000000103,EQ-000000091,FAC-000006,none,2023-01-23T14:00:00+00:00,28.73,14417.37,39461.26,0,0
+DT-0000000104,FAIL-0000000104,EQ-000000093,FAC-000006,planned_derate,2023-01-09T16:00:00+00:00,11.15,1766.61,17316.51,0,0
+DT-0000000105,FAIL-0000000105,EQ-000000094,FAC-000006,unit_shutdown,2023-03-15T03:00:00+00:00,6.95,2464.0,8800.63,0,0
+DT-0000000106,FAIL-0000000106,EQ-000000094,FAC-000006,planned_derate,2023-01-17T13:00:00+00:00,34.9,10742.41,128549.04,0,0
+DT-0000000107,FAIL-0000000107,EQ-000000100,FAC-000006,none,2023-01-18T19:00:00+00:00,16.89,2085.77,62567.05,0,0
+DT-0000000108,FAIL-0000000108,EQ-000000102,FAC-000006,unit_shutdown,2023-03-28T06:00:00+00:00,11.74,162.43,11339.95,0,0
+DT-0000000109,FAIL-0000000109,EQ-000000104,FAC-000007,planned_derate,2023-02-08T04:00:00+00:00,33.5,0.0,6413.35,0,0
+DT-0000000110,FAIL-0000000110,EQ-000000104,FAC-000007,planned_derate,2023-02-27T04:00:00+00:00,9.07,1027.22,21209.27,0,0
+DT-0000000111,FAIL-0000000111,EQ-000000104,FAC-000007,planned_derate,2023-02-03T13:00:00+00:00,7.75,1116.93,8521.43,0,0
+DT-0000000112,FAIL-0000000112,EQ-000000105,FAC-000007,plant_shutdown,2023-01-04T17:00:00+00:00,20.16,568.14,26576.74,0,0
+DT-0000000113,FAIL-0000000113,EQ-000000106,FAC-000007,plant_shutdown,2023-03-22T21:00:00+00:00,17.34,1538.5,14734.36,0,0
+DT-0000000114,FAIL-0000000114,EQ-000000107,FAC-000007,planned_derate,2023-03-10T01:00:00+00:00,17.21,3792.41,24684.7,0,0
+DT-0000000115,FAIL-0000000115,EQ-000000108,FAC-000007,unplanned_derate,2023-01-07T16:00:00+00:00,10.39,2489.74,11290.57,0,0
+DT-0000000116,FAIL-0000000116,EQ-000000109,FAC-000007,unplanned_derate,2023-03-26T00:00:00+00:00,7.49,255.85,7280.84,0,0
+DT-0000000117,FAIL-0000000117,EQ-000000110,FAC-000007,planned_derate,2023-03-08T19:00:00+00:00,13.26,1326.67,8667.4,0,0
+DT-0000000118,FAIL-0000000118,EQ-000000110,FAC-000007,planned_derate,2023-02-20T18:00:00+00:00,11.94,1210.77,4238.43,0,0
+DT-0000000119,FAIL-0000000119,EQ-000000113,FAC-000007,planned_derate,2023-02-13T04:00:00+00:00,8.64,828.43,31374.32,0,0
+DT-0000000120,FAIL-0000000120,EQ-000000115,FAC-000007,unplanned_derate,2023-01-20T02:00:00+00:00,18.73,9076.7,47085.65,0,0
+DT-0000000121,FAIL-0000000121,EQ-000000117,FAC-000007,planned_derate,2023-03-01T02:00:00+00:00,7.36,1181.51,6169.03,0,0
+DT-0000000122,FAIL-0000000122,EQ-000000118,FAC-000007,unplanned_derate,2023-03-25T20:00:00+00:00,25.41,5014.02,12281.51,0,0
+DT-0000000123,FAIL-0000000123,EQ-000000119,FAC-000007,unit_shutdown,2023-03-31T09:00:00+00:00,23.07,7262.21,7680.03,1,0
+DT-0000000124,FAIL-0000000124,EQ-000000120,FAC-000008,none,2023-03-06T12:00:00+00:00,18.63,3893.92,19203.66,0,0
+DT-0000000125,FAIL-0000000125,EQ-000000121,FAC-000008,planned_derate,2023-01-05T03:00:00+00:00,29.58,8012.87,18919.66,0,0
+DT-0000000126,FAIL-0000000126,EQ-000000123,FAC-000008,plant_shutdown,2023-03-10T12:00:00+00:00,4.15,582.81,17029.04,0,0
+DT-0000000127,FAIL-0000000127,EQ-000000124,FAC-000008,unplanned_derate,2023-03-13T14:00:00+00:00,12.62,640.99,10170.46,0,0
+DT-0000000128,FAIL-0000000128,EQ-000000125,FAC-000008,none,2023-03-27T15:00:00+00:00,20.7,2162.12,15722.52,1,0
+DT-0000000129,FAIL-0000000129,EQ-000000127,FAC-000008,unplanned_derate,2023-01-28T19:00:00+00:00,12.95,1837.2,8243.54,0,0
+DT-0000000130,FAIL-0000000130,EQ-000000127,FAC-000008,planned_derate,2023-03-24T17:00:00+00:00,13.44,1921.45,8310.81,0,0
+DT-0000000131,FAIL-0000000131,EQ-000000127,FAC-000008,unit_shutdown,2023-01-03T01:00:00+00:00,33.33,7244.5,14662.46,0,0
+DT-0000000132,FAIL-0000000132,EQ-000000127,FAC-000008,planned_derate,2023-02-06T15:00:00+00:00,20.87,3127.7,44825.4,0,0
+DT-0000000133,FAIL-0000000133,EQ-000000127,FAC-000008,planned_derate,2023-03-07T14:00:00+00:00,10.14,816.95,4377.7,0,0
+DT-0000000134,FAIL-0000000134,EQ-000000128,FAC-000008,unplanned_derate,2023-03-13T06:00:00+00:00,39.69,21832.36,12889.42,0,0
+DT-0000000135,FAIL-0000000135,EQ-000000129,FAC-000008,unplanned_derate,2023-03-14T06:00:00+00:00,5.66,1356.27,5521.54,0,0
+DT-0000000136,FAIL-0000000136,EQ-000000131,FAC-000008,unit_shutdown,2023-02-19T13:00:00+00:00,17.87,3019.82,7797.47,0,0
+DT-0000000137,FAIL-0000000137,EQ-000000132,FAC-000008,planned_derate,2023-02-18T15:00:00+00:00,47.98,5750.74,21741.85,1,1
+DT-0000000138,FAIL-0000000138,EQ-000000134,FAC-000008,unplanned_derate,2023-03-04T17:00:00+00:00,13.49,2026.22,26126.24,0,0
+DT-0000000139,FAIL-0000000139,EQ-000000135,FAC-000008,planned_derate,2023-01-18T14:00:00+00:00,41.05,8986.78,26384.2,0,0
+DT-0000000140,FAIL-0000000140,EQ-000000138,FAC-000009,unplanned_derate,2023-01-08T19:00:00+00:00,10.35,1826.72,7413.67,0,0
+DT-0000000141,FAIL-0000000141,EQ-000000138,FAC-000009,planned_derate,2023-03-12T00:00:00+00:00,37.19,6758.45,18659.95,0,0
+DT-0000000142,FAIL-0000000142,EQ-000000141,FAC-000009,unplanned_derate,2023-02-28T00:00:00+00:00,39.38,2969.07,10648.02,1,0
+DT-0000000143,FAIL-0000000143,EQ-000000142,FAC-000009,unit_shutdown,2023-03-25T10:00:00+00:00,15.77,1394.82,10545.64,0,0
+DT-0000000144,FAIL-0000000144,EQ-000000143,FAC-000009,unit_shutdown,2023-01-16T09:00:00+00:00,20.5,2244.99,30228.65,0,0
+DT-0000000145,FAIL-0000000145,EQ-000000145,FAC-000009,unit_shutdown,2023-01-08T11:00:00+00:00,12.48,2251.21,57586.69,1,0
+DT-0000000146,FAIL-0000000146,EQ-000000146,FAC-000009,plant_shutdown,2023-03-01T09:00:00+00:00,21.31,2965.33,34325.13,0,0
+DT-0000000147,FAIL-0000000147,EQ-000000147,FAC-000009,plant_shutdown,2023-01-16T08:00:00+00:00,11.31,1507.12,9321.3,0,0
+DT-0000000148,FAIL-0000000148,EQ-000000148,FAC-000009,unplanned_derate,2023-01-01T22:00:00+00:00,17.93,2520.66,25434.13,0,0
+DT-0000000149,FAIL-0000000149,EQ-000000148,FAC-000009,unit_shutdown,2023-03-24T20:00:00+00:00,22.13,6767.52,50214.68,0,0
+DT-0000000150,FAIL-0000000150,EQ-000000148,FAC-000009,unplanned_derate,2023-02-24T05:00:00+00:00,12.05,3775.29,5488.66,0,0
+DT-0000000151,FAIL-0000000151,EQ-000000148,FAC-000009,unplanned_derate,2023-02-13T23:00:00+00:00,14.55,3039.17,4427.84,1,0
+DT-0000000152,FAIL-0000000152,EQ-000000149,FAC-000009,unplanned_derate,2023-01-23T10:00:00+00:00,12.33,3655.54,25100.91,0,0
+DT-0000000153,FAIL-0000000153,EQ-000000149,FAC-000009,none,2023-01-12T20:00:00+00:00,12.32,3455.14,17024.58,0,0
+DT-0000000154,FAIL-0000000154,EQ-000000150,FAC-000009,none,2023-01-25T19:00:00+00:00,18.61,1133.2,7632.04,0,0
+DT-0000000155,FAIL-0000000155,EQ-000000150,FAC-000009,unit_shutdown,2023-01-19T05:00:00+00:00,35.8,2130.46,4553.04,0,0
+DT-0000000156,FAIL-0000000156,EQ-000000150,FAC-000009,planned_derate,2023-01-06T05:00:00+00:00,20.71,550.36,29075.86,1,0
+DT-0000000157,FAIL-0000000157,EQ-000000153,FAC-000009,none,2023-02-21T16:00:00+00:00,19.32,2504.74,25443.54,0,0
+DT-0000000158,FAIL-0000000158,EQ-000000154,FAC-000009,unit_shutdown,2023-02-02T22:00:00+00:00,13.49,1188.94,30783.4,0,0
+DT-0000000159,FAIL-0000000159,EQ-000000154,FAC-000009,none,2023-01-29T14:00:00+00:00,29.99,8726.81,16569.57,0,0
+DT-0000000160,FAIL-0000000160,EQ-000000154,FAC-000009,planned_derate,2023-01-01T19:00:00+00:00,11.91,2314.11,17343.54,0,0
+DT-0000000161,FAIL-0000000161,EQ-000000154,FAC-000009,unit_shutdown,2023-01-10T10:00:00+00:00,13.0,2472.29,23592.69,0,0
+DT-0000000162,FAIL-0000000162,EQ-000000155,FAC-000010,unit_shutdown,2023-03-21T09:00:00+00:00,6.18,858.15,43058.44,0,0
+DT-0000000163,FAIL-0000000163,EQ-000000156,FAC-000010,plant_shutdown,2023-01-21T09:00:00+00:00,11.39,3587.18,22353.56,0,0
+DT-0000000164,FAIL-0000000164,EQ-000000156,FAC-000010,unit_shutdown,2023-03-12T10:00:00+00:00,7.54,2483.44,46112.4,0,0
+DT-0000000165,FAIL-0000000165,EQ-000000156,FAC-000010,unplanned_derate,2023-01-10T13:00:00+00:00,66.39,9656.36,26948.35,0,0
+DT-0000000166,FAIL-0000000166,EQ-000000156,FAC-000010,plant_shutdown,2023-01-24T02:00:00+00:00,29.4,7766.31,1500.0,0,0
+DT-0000000167,FAIL-0000000167,EQ-000000156,FAC-000010,unplanned_derate,2023-02-01T13:00:00+00:00,34.86,7620.34,60728.07,0,0
+DT-0000000168,FAIL-0000000168,EQ-000000156,FAC-000010,unit_shutdown,2023-03-22T02:00:00+00:00,30.14,9877.05,11421.39,0,0
+DT-0000000169,FAIL-0000000169,EQ-000000157,FAC-000010,unplanned_derate,2023-01-22T19:00:00+00:00,18.2,1245.25,18285.37,1,0
+DT-0000000170,FAIL-0000000170,EQ-000000157,FAC-000010,unplanned_derate,2023-01-06T05:00:00+00:00,47.2,1623.51,7777.71,0,0
+DT-0000000171,FAIL-0000000171,EQ-000000158,FAC-000010,planned_derate,2023-03-12T02:00:00+00:00,12.29,3706.71,31824.95,0,0
+DT-0000000172,FAIL-0000000172,EQ-000000158,FAC-000010,unit_shutdown,2023-03-25T10:00:00+00:00,14.58,4391.54,44667.56,0,0
+DT-0000000173,FAIL-0000000173,EQ-000000158,FAC-000010,unplanned_derate,2023-03-27T13:00:00+00:00,9.44,1309.31,19137.85,0,0
+DT-0000000174,FAIL-0000000174,EQ-000000158,FAC-000010,unplanned_derate,2023-01-17T22:00:00+00:00,7.76,2259.52,42497.83,0,0
+DT-0000000175,FAIL-0000000175,EQ-000000159,FAC-000010,unit_shutdown,2023-01-05T18:00:00+00:00,13.55,1234.99,19791.4,0,0
+DT-0000000176,FAIL-0000000176,EQ-000000160,FAC-000010,unplanned_derate,2023-03-18T22:00:00+00:00,28.96,1074.87,38625.24,0,0
+DT-0000000177,FAIL-0000000177,EQ-000000160,FAC-000010,unplanned_derate,2023-02-08T00:00:00+00:00,14.9,321.26,13082.33,0,0
+DT-0000000178,FAIL-0000000178,EQ-000000161,FAC-000010,unit_shutdown,2023-01-24T03:00:00+00:00,43.38,1344.27,7134.16,0,0
+DT-0000000179,FAIL-0000000179,EQ-000000161,FAC-000010,unplanned_derate,2023-03-26T17:00:00+00:00,17.65,836.95,7573.35,0,0
+DT-0000000180,FAIL-0000000180,EQ-000000161,FAC-000010,unit_shutdown,2023-03-30T03:00:00+00:00,7.79,389.93,40675.85,0,0
+DT-0000000181,FAIL-0000000181,EQ-000000162,FAC-000010,unit_shutdown,2023-03-22T12:00:00+00:00,16.09,2062.76,18468.09,0,0
+DT-0000000182,FAIL-0000000182,EQ-000000162,FAC-000010,none,2023-03-11T07:00:00+00:00,26.44,4679.57,10431.68,0,0
+DT-0000000183,FAIL-0000000183,EQ-000000163,FAC-000010,unplanned_derate,2023-02-07T10:00:00+00:00,9.77,1527.1,53592.17,0,0
+DT-0000000184,FAIL-0000000184,EQ-000000164,FAC-000010,unit_shutdown,2023-03-01T11:00:00+00:00,12.54,2203.4,7855.94,0,0
+DT-0000000185,FAIL-0000000185,EQ-000000165,FAC-000010,planned_derate,2023-03-22T08:00:00+00:00,13.48,2613.97,57104.45,0,0
+DT-0000000186,FAIL-0000000186,EQ-000000167,FAC-000010,unplanned_derate,2023-02-01T19:00:00+00:00,35.76,4069.26,10073.21,0,0
+DT-0000000187,FAIL-0000000187,EQ-000000168,FAC-000010,unit_shutdown,2023-02-16T08:00:00+00:00,26.06,1348.58,40344.28,0,0
+DT-0000000188,FAIL-0000000188,EQ-000000168,FAC-000010,unplanned_derate,2023-03-08T20:00:00+00:00,32.01,3758.5,22044.82,0,0
+DT-0000000189,FAIL-0000000189,EQ-000000170,FAC-000011,plant_shutdown,2023-02-27T07:00:00+00:00,43.58,22229.37,26044.64,0,0
+DT-0000000190,FAIL-0000000190,EQ-000000172,FAC-000011,planned_derate,2023-01-08T10:00:00+00:00,8.66,329.71,32130.61,0,0
+DT-0000000191,FAIL-0000000191,EQ-000000175,FAC-000011,unit_shutdown,2023-01-10T13:00:00+00:00,40.45,1420.73,8575.4,0,1
+DT-0000000192,FAIL-0000000192,EQ-000000176,FAC-000011,unit_shutdown,2023-03-02T16:00:00+00:00,20.04,1839.4,15478.15,0,0
+DT-0000000193,FAIL-0000000193,EQ-000000177,FAC-000011,unplanned_derate,2023-02-13T00:00:00+00:00,25.86,4627.94,60701.04,1,0
+DT-0000000194,FAIL-0000000194,EQ-000000179,FAC-000011,unplanned_derate,2023-03-12T20:00:00+00:00,15.78,375.66,7010.82,0,0
+DT-0000000195,FAIL-0000000195,EQ-000000180,FAC-000011,unit_shutdown,2023-03-31T00:00:00+00:00,11.77,1638.3,12499.57,0,0
+DT-0000000196,FAIL-0000000196,EQ-000000180,FAC-000011,unplanned_derate,2023-01-08T19:00:00+00:00,13.31,1116.71,18022.84,0,0
+DT-0000000197,FAIL-0000000197,EQ-000000181,FAC-000011,planned_derate,2023-01-12T16:00:00+00:00,20.66,3243.65,17480.96,0,0
+DT-0000000198,FAIL-0000000198,EQ-000000181,FAC-000011,unplanned_derate,2023-03-29T03:00:00+00:00,41.33,5243.18,28827.6,1,0
+DT-0000000199,FAIL-0000000199,EQ-000000181,FAC-000011,unplanned_derate,2023-01-09T03:00:00+00:00,20.95,2562.06,7911.7,0,0
+DT-0000000200,FAIL-0000000200,EQ-000000182,FAC-000011,unplanned_derate,2023-02-01T00:00:00+00:00,45.18,10513.17,11868.42,0,1
+DT-0000000201,FAIL-0000000201,EQ-000000183,FAC-000011,unplanned_derate,2023-01-14T12:00:00+00:00,45.71,7438.66,35440.25,1,0
+DT-0000000202,FAIL-0000000202,EQ-000000184,FAC-000011,planned_derate,2023-03-20T16:00:00+00:00,13.82,2001.16,6649.87,0,0
+DT-0000000203,FAIL-0000000203,EQ-000000185,FAC-000011,unit_shutdown,2023-02-04T14:00:00+00:00,20.43,6420.98,8219.28,0,0
+DT-0000000204,FAIL-0000000204,EQ-000000185,FAC-000011,unplanned_derate,2023-01-26T12:00:00+00:00,8.43,1865.42,11318.29,0,1
+DT-0000000205,FAIL-0000000205,EQ-000000185,FAC-000011,unit_shutdown,2023-03-07T22:00:00+00:00,26.68,7535.48,10375.86,0,0
+DT-0000000206,FAIL-0000000206,EQ-000000185,FAC-000011,unplanned_derate,2023-03-31T14:00:00+00:00,43.44,6048.46,31190.71,0,0
+DT-0000000207,FAIL-0000000207,EQ-000000186,FAC-000011,plant_shutdown,2023-03-20T06:00:00+00:00,22.77,6040.31,18910.8,0,0
+DT-0000000208,FAIL-0000000208,EQ-000000186,FAC-000011,planned_derate,2023-01-26T14:00:00+00:00,8.3,2200.6,4136.96,0,0
+DT-0000000209,FAIL-0000000209,EQ-000000186,FAC-000011,unplanned_derate,2023-02-07T13:00:00+00:00,9.69,1219.04,15355.17,0,0
+DT-0000000210,FAIL-0000000210,EQ-000000187,FAC-000011,unplanned_derate,2023-02-08T10:00:00+00:00,20.03,1416.73,5767.65,0,0
+DT-0000000211,FAIL-0000000211,EQ-000000188,FAC-000011,none,2023-03-20T10:00:00+00:00,14.2,1907.27,9001.43,0,0
+DT-0000000212,FAIL-0000000212,EQ-000000188,FAC-000011,unplanned_derate,2023-02-23T11:00:00+00:00,37.56,4171.46,37390.04,0,0
+DT-0000000213,FAIL-0000000213,EQ-000000188,FAC-000011,unit_shutdown,2023-02-02T08:00:00+00:00,7.74,1142.36,19779.2,0,0
+DT-0000000214,FAIL-0000000214,EQ-000000189,FAC-000012,none,2023-02-02T03:00:00+00:00,12.74,2551.87,35232.61,0,0
+DT-0000000215,FAIL-0000000215,EQ-000000190,FAC-000012,none,2023-02-28T04:00:00+00:00,9.48,535.72,25765.56,1,0
+DT-0000000216,FAIL-0000000216,EQ-000000190,FAC-000012,unit_shutdown,2023-01-16T06:00:00+00:00,11.87,457.28,11166.82,0,0
+DT-0000000217,FAIL-0000000217,EQ-000000190,FAC-000012,plant_shutdown,2023-01-08T08:00:00+00:00,7.71,323.39,10947.51,0,1
+DT-0000000218,FAIL-0000000218,EQ-000000190,FAC-000012,unit_shutdown,2023-03-26T07:00:00+00:00,13.79,501.35,26043.89,0,0
+DT-0000000219,FAIL-0000000219,EQ-000000191,FAC-000012,unit_shutdown,2023-01-01T09:00:00+00:00,29.19,4116.81,6857.38,0,0
+DT-0000000220,FAIL-0000000220,EQ-000000193,FAC-000012,unit_shutdown,2023-03-17T02:00:00+00:00,23.15,3737.47,23681.18,0,0
+DT-0000000221,FAIL-0000000221,EQ-000000193,FAC-000012,unit_shutdown,2023-02-08T02:00:00+00:00,36.51,6273.86,92401.81,0,1
+DT-0000000222,FAIL-0000000222,EQ-000000194,FAC-000012,unplanned_derate,2023-03-17T09:00:00+00:00,15.05,1336.69,8539.56,0,0
+DT-0000000223,FAIL-0000000223,EQ-000000195,FAC-000012,unplanned_derate,2023-02-06T23:00:00+00:00,8.92,912.53,3112.33,0,0
+DT-0000000224,FAIL-0000000224,EQ-000000195,FAC-000012,unit_shutdown,2023-03-06T13:00:00+00:00,16.5,1890.69,30766.16,0,0
+DT-0000000225,FAIL-0000000225,EQ-000000196,FAC-000012,unplanned_derate,2023-03-28T12:00:00+00:00,13.24,1862.35,9305.03,0,0
+DT-0000000226,FAIL-0000000226,EQ-000000196,FAC-000012,unplanned_derate,2023-03-25T06:00:00+00:00,40.22,10937.78,13974.96,1,0
+DT-0000000227,FAIL-0000000227,EQ-000000196,FAC-000012,unplanned_derate,2023-03-26T11:00:00+00:00,17.47,5606.18,20406.93,0,0
+DT-0000000228,FAIL-0000000228,EQ-000000196,FAC-000012,unit_shutdown,2023-01-16T10:00:00+00:00,27.51,14732.95,17527.64,1,0
+DT-0000000229,FAIL-0000000229,EQ-000000197,FAC-000012,plant_shutdown,2023-02-12T15:00:00+00:00,16.99,3844.92,30170.94,0,0
+DT-0000000230,FAIL-0000000230,EQ-000000197,FAC-000012,unplanned_derate,2023-01-28T06:00:00+00:00,9.77,2406.9,33086.84,0,0
+DT-0000000231,FAIL-0000000231,EQ-000000198,FAC-000012,unit_shutdown,2023-02-12T03:00:00+00:00,15.91,3523.84,53984.3,0,0
+DT-0000000232,FAIL-0000000232,EQ-000000198,FAC-000012,planned_derate,2023-02-07T23:00:00+00:00,14.92,3452.16,22319.76,0,0
+DT-0000000233,FAIL-0000000233,EQ-000000198,FAC-000012,none,2023-02-15T00:00:00+00:00,8.67,1286.96,35656.11,0,0
+DT-0000000234,FAIL-0000000234,EQ-000000199,FAC-000012,unit_shutdown,2023-03-18T13:00:00+00:00,10.89,3213.37,18079.2,0,0
+DT-0000000235,FAIL-0000000235,EQ-000000199,FAC-000012,planned_derate,2023-03-08T20:00:00+00:00,11.19,1809.3,21304.35,0,0
+DT-0000000236,FAIL-0000000236,EQ-000000200,FAC-000012,none,2023-03-01T01:00:00+00:00,7.51,2340.36,27519.0,0,0
+DT-0000000237,FAIL-0000000237,EQ-000000202,FAC-000012,planned_derate,2023-02-19T03:00:00+00:00,6.97,824.73,13330.29,0,0
+DT-0000000238,FAIL-0000000238,EQ-000000202,FAC-000012,unplanned_derate,2023-01-08T15:00:00+00:00,41.42,12968.98,7216.93,0,0
+DT-0000000239,FAIL-0000000239,EQ-000000202,FAC-000012,unit_shutdown,2023-02-22T04:00:00+00:00,17.74,1957.58,16550.27,0,0
+DT-0000000240,FAIL-0000000240,EQ-000000203,FAC-000012,unplanned_derate,2023-01-25T03:00:00+00:00,23.83,2340.08,20552.66,0,0
+DT-0000000241,FAIL-0000000241,EQ-000000204,FAC-000012,planned_derate,2023-02-25T17:00:00+00:00,46.09,5889.77,16349.03,0,0
+DT-0000000242,FAIL-0000000242,EQ-000000204,FAC-000012,unit_shutdown,2023-01-05T02:00:00+00:00,14.71,2779.69,16588.6,0,0
+DT-0000000243,FAIL-0000000243,EQ-000000205,FAC-000012,unit_shutdown,2023-03-31T19:00:00+00:00,14.46,1526.96,23840.06,0,0
+DT-0000000244,FAIL-0000000244,EQ-000000207,FAC-000013,planned_derate,2023-01-01T05:00:00+00:00,22.78,3926.13,18722.04,1,0
+DT-0000000245,FAIL-0000000245,EQ-000000209,FAC-000013,planned_derate,2023-03-02T01:00:00+00:00,15.76,661.56,42434.89,0,0
+DT-0000000246,FAIL-0000000246,EQ-000000210,FAC-000013,plant_shutdown,2023-03-30T13:00:00+00:00,17.38,1386.47,9497.08,0,0
+DT-0000000247,FAIL-0000000247,EQ-000000211,FAC-000013,unit_shutdown,2023-02-09T12:00:00+00:00,9.46,1314.26,3652.37,0,0
+DT-0000000248,FAIL-0000000248,EQ-000000213,FAC-000013,unplanned_derate,2023-02-01T00:00:00+00:00,23.33,3519.43,14955.87,0,0
+DT-0000000249,FAIL-0000000249,EQ-000000214,FAC-000013,planned_derate,2023-02-12T23:00:00+00:00,18.55,1902.5,19687.73,0,0
+DT-0000000250,FAIL-0000000250,EQ-000000215,FAC-000013,unit_shutdown,2023-02-11T07:00:00+00:00,33.44,5013.69,11679.48,0,0
+DT-0000000251,FAIL-0000000251,EQ-000000216,FAC-000013,unit_shutdown,2023-01-20T05:00:00+00:00,19.82,2008.62,35245.6,0,0
+DT-0000000252,FAIL-0000000252,EQ-000000216,FAC-000013,unit_shutdown,2023-02-15T18:00:00+00:00,9.48,855.26,13873.11,0,0
+DT-0000000253,FAIL-0000000253,EQ-000000217,FAC-000013,none,2023-01-07T11:00:00+00:00,63.28,15666.61,7931.0,0,0
+DT-0000000254,FAIL-0000000254,EQ-000000219,FAC-000013,planned_derate,2023-02-03T09:00:00+00:00,16.03,1060.37,10452.26,0,0
+DT-0000000255,FAIL-0000000255,EQ-000000219,FAC-000013,planned_derate,2023-03-11T20:00:00+00:00,20.82,2811.91,11811.37,0,0
+DT-0000000256,FAIL-0000000256,EQ-000000219,FAC-000013,unplanned_derate,2023-02-11T02:00:00+00:00,29.18,2463.74,6224.07,0,0
+DT-0000000257,FAIL-0000000257,EQ-000000220,FAC-000013,unplanned_derate,2023-03-21T18:00:00+00:00,7.63,280.74,16586.44,0,0
+DT-0000000258,FAIL-0000000258,EQ-000000220,FAC-000013,plant_shutdown,2023-01-21T00:00:00+00:00,28.26,957.4,18345.77,0,0
+DT-0000000259,FAIL-0000000259,EQ-000000221,FAC-000013,none,2023-01-03T00:00:00+00:00,23.29,2433.1,16464.72,0,0
+DT-0000000260,FAIL-0000000260,EQ-000000221,FAC-000013,plant_shutdown,2023-02-15T05:00:00+00:00,13.15,228.93,12736.31,0,0
+DT-0000000261,FAIL-0000000261,EQ-000000221,FAC-000013,unplanned_derate,2023-02-28T18:00:00+00:00,7.02,576.7,7132.67,0,0
+DT-0000000262,FAIL-0000000262,EQ-000000222,FAC-000013,unit_shutdown,2023-03-30T09:00:00+00:00,21.74,4704.11,7067.56,0,0
+DT-0000000263,FAIL-0000000263,EQ-000000222,FAC-000013,planned_derate,2023-01-16T13:00:00+00:00,4.46,1348.13,8195.12,0,0
+DT-0000000264,FAIL-0000000264,EQ-000000222,FAC-000013,none,2023-03-12T08:00:00+00:00,8.72,2713.18,18420.25,0,0
+DT-0000000265,FAIL-0000000265,EQ-000000223,FAC-000013,unit_shutdown,2023-01-05T23:00:00+00:00,6.49,805.26,6858.96,0,0
+DT-0000000266,FAIL-0000000266,EQ-000000224,FAC-000013,unit_shutdown,2023-02-27T05:00:00+00:00,11.62,2613.67,42981.24,0,0
+DT-0000000267,FAIL-0000000267,EQ-000000224,FAC-000013,unplanned_derate,2023-01-07T15:00:00+00:00,16.09,3473.52,21425.83,0,0
+DT-0000000268,FAIL-0000000268,EQ-000000225,FAC-000013,plant_shutdown,2023-02-05T09:00:00+00:00,19.51,3134.43,13805.16,0,0
+DT-0000000269,FAIL-0000000269,EQ-000000226,FAC-000013,unplanned_derate,2023-01-31T00:00:00+00:00,14.58,1304.87,39546.11,0,0
+DT-0000000270,FAIL-0000000270,EQ-000000228,FAC-000014,planned_derate,2023-01-26T12:00:00+00:00,21.62,5180.69,10491.21,0,0
+DT-0000000271,FAIL-0000000271,EQ-000000229,FAC-000014,plant_shutdown,2023-01-11T13:00:00+00:00,12.65,1898.93,15451.06,1,0
+DT-0000000272,FAIL-0000000272,EQ-000000230,FAC-000014,planned_derate,2023-01-25T08:00:00+00:00,25.45,9055.52,22573.13,1,1
+DT-0000000273,FAIL-0000000273,EQ-000000231,FAC-000014,unit_shutdown,2023-01-30T06:00:00+00:00,26.36,1339.91,30042.8,0,0
+DT-0000000274,FAIL-0000000274,EQ-000000231,FAC-000014,unit_shutdown,2023-02-22T17:00:00+00:00,19.48,432.09,10705.54,0,0
+DT-0000000275,FAIL-0000000275,EQ-000000231,FAC-000014,unplanned_derate,2023-01-11T01:00:00+00:00,15.17,895.0,9007.13,0,0
+DT-0000000276,FAIL-0000000276,EQ-000000232,FAC-000014,unit_shutdown,2023-01-11T22:00:00+00:00,19.9,3561.61,7812.81,0,0
+DT-0000000277,FAIL-0000000277,EQ-000000233,FAC-000014,unit_shutdown,2023-01-11T23:00:00+00:00,9.45,233.04,11451.9,0,0
+DT-0000000278,FAIL-0000000278,EQ-000000236,FAC-000014,planned_derate,2023-02-21T14:00:00+00:00,8.91,514.83,11860.6,0,0
+DT-0000000279,FAIL-0000000279,EQ-000000236,FAC-000014,unplanned_derate,2023-01-09T07:00:00+00:00,21.35,2711.46,21461.55,0,0
+DT-0000000280,FAIL-0000000280,EQ-000000239,FAC-000014,unplanned_derate,2023-03-02T02:00:00+00:00,47.57,0.0,10006.92,0,0
+DT-0000000281,FAIL-0000000281,EQ-000000240,FAC-000014,unplanned_derate,2023-03-08T08:00:00+00:00,26.61,2379.41,7032.92,0,0
+DT-0000000282,FAIL-0000000282,EQ-000000240,FAC-000014,none,2023-01-11T20:00:00+00:00,56.76,21655.47,31803.43,0,0
+DT-0000000283,FAIL-0000000283,EQ-000000241,FAC-000014,none,2023-02-21T05:00:00+00:00,38.28,600.37,24724.0,0,0
+DT-0000000284,FAIL-0000000284,EQ-000000243,FAC-000014,unit_shutdown,2023-03-28T18:00:00+00:00,12.09,1276.34,54681.83,0,0
+DT-0000000285,FAIL-0000000285,EQ-000000244,FAC-000014,planned_derate,2023-02-07T00:00:00+00:00,17.61,2892.27,8253.95,0,1
+DT-0000000286,FAIL-0000000286,EQ-000000246,FAC-000014,plant_shutdown,2023-02-10T10:00:00+00:00,14.32,3021.86,6350.68,0,0
+DT-0000000287,FAIL-0000000287,EQ-000000246,FAC-000014,unplanned_derate,2023-02-06T06:00:00+00:00,9.75,2028.62,23096.76,0,0
+DT-0000000288,FAIL-0000000288,EQ-000000246,FAC-000014,plant_shutdown,2023-02-09T21:00:00+00:00,5.46,1366.53,38827.61,0,0
+DT-0000000289,FAIL-0000000289,EQ-000000246,FAC-000014,unplanned_derate,2023-03-01T11:00:00+00:00,7.94,2637.37,5846.28,0,0
+DT-0000000290,FAIL-0000000290,EQ-000000247,FAC-000015,plant_shutdown,2023-02-03T13:00:00+00:00,22.06,878.05,9141.46,0,0
+DT-0000000291,FAIL-0000000291,EQ-000000249,FAC-000015,planned_derate,2023-03-22T07:00:00+00:00,25.32,6775.44,29679.17,0,0
+DT-0000000292,FAIL-0000000292,EQ-000000251,FAC-000015,planned_derate,2023-02-05T18:00:00+00:00,30.95,0.0,17179.42,1,0
+DT-0000000293,FAIL-0000000293,EQ-000000251,FAC-000015,unplanned_derate,2023-03-04T14:00:00+00:00,8.17,1123.45,42149.12,0,0
+DT-0000000294,FAIL-0000000294,EQ-000000252,FAC-000015,unit_shutdown,2023-03-09T19:00:00+00:00,15.5,613.55,36927.42,0,0
+DT-0000000295,FAIL-0000000295,EQ-000000252,FAC-000015,unplanned_derate,2023-03-17T13:00:00+00:00,29.61,2146.81,52193.26,1,0
+DT-0000000296,FAIL-0000000296,EQ-000000253,FAC-000015,unit_shutdown,2023-02-26T03:00:00+00:00,23.8,4902.92,8525.12,1,0
+DT-0000000297,FAIL-0000000297,EQ-000000254,FAC-000015,planned_derate,2023-01-08T20:00:00+00:00,27.2,4676.06,11357.81,0,0
+DT-0000000298,FAIL-0000000298,EQ-000000254,FAC-000015,plant_shutdown,2023-02-26T18:00:00+00:00,15.73,2051.1,39049.83,0,0
+DT-0000000299,FAIL-0000000299,EQ-000000254,FAC-000015,unit_shutdown,2023-01-07T02:00:00+00:00,17.3,3908.03,14508.22,1,0
+DT-0000000300,FAIL-0000000300,EQ-000000255,FAC-000015,unplanned_derate,2023-01-15T17:00:00+00:00,14.02,1465.63,28922.22,0,0
+DT-0000000301,FAIL-0000000301,EQ-000000255,FAC-000015,planned_derate,2023-01-02T14:00:00+00:00,16.02,1326.2,15238.32,1,0
+DT-0000000302,FAIL-0000000302,EQ-000000256,FAC-000015,unplanned_derate,2023-03-20T00:00:00+00:00,9.43,5495.72,10742.4,1,0
+DT-0000000303,FAIL-0000000303,EQ-000000256,FAC-000015,planned_derate,2023-01-03T13:00:00+00:00,7.11,2509.04,29868.09,0,0
+DT-0000000304,FAIL-0000000304,EQ-000000257,FAC-000016,planned_derate,2023-01-19T11:00:00+00:00,61.73,8308.7,75115.11,0,0
+DT-0000000305,FAIL-0000000305,EQ-000000257,FAC-000016,none,2023-03-10T16:00:00+00:00,23.98,1539.72,23122.73,0,0
+DT-0000000306,FAIL-0000000306,EQ-000000258,FAC-000016,plant_shutdown,2023-03-31T10:00:00+00:00,16.18,2454.77,10323.46,0,0
+DT-0000000307,FAIL-0000000307,EQ-000000261,FAC-000016,unplanned_derate,2023-03-03T08:00:00+00:00,17.29,1031.68,31458.49,0,0
+DT-0000000308,FAIL-0000000308,EQ-000000262,FAC-000016,none,2023-03-01T09:00:00+00:00,12.14,2102.8,12290.25,0,1
+DT-0000000309,FAIL-0000000309,EQ-000000262,FAC-000016,none,2023-01-15T05:00:00+00:00,11.78,3256.58,30708.02,0,0
+DT-0000000310,FAIL-0000000310,EQ-000000263,FAC-000016,planned_derate,2023-02-20T14:00:00+00:00,14.3,4885.1,15309.44,0,0
+DT-0000000311,FAIL-0000000311,EQ-000000263,FAC-000016,unplanned_derate,2023-01-07T18:00:00+00:00,16.27,3673.39,15613.2,0,0
+DT-0000000312,FAIL-0000000312,EQ-000000263,FAC-000016,plant_shutdown,2023-01-07T01:00:00+00:00,20.1,1891.19,19344.25,0,0
+DT-0000000313,FAIL-0000000313,EQ-000000264,FAC-000016,none,2023-02-08T14:00:00+00:00,16.88,1358.87,52137.96,0,0
+DT-0000000314,FAIL-0000000314,EQ-000000264,FAC-000016,unplanned_derate,2023-03-30T01:00:00+00:00,25.48,1742.24,89059.78,0,0
+DT-0000000315,FAIL-0000000315,EQ-000000265,FAC-000016,unplanned_derate,2023-02-02T07:00:00+00:00,12.64,881.95,7140.43,0,0
+DT-0000000316,FAIL-0000000316,EQ-000000267,FAC-000016,unit_shutdown,2023-01-06T17:00:00+00:00,21.52,3725.33,6337.59,0,0
+DT-0000000317,FAIL-0000000317,EQ-000000267,FAC-000016,unplanned_derate,2023-01-01T05:00:00+00:00,22.87,2892.1,16494.11,0,0
+DT-0000000318,FAIL-0000000318,EQ-000000267,FAC-000016,unplanned_derate,2023-03-06T21:00:00+00:00,31.3,5705.05,49242.21,1,0
+DT-0000000319,FAIL-0000000319,EQ-000000267,FAC-000016,unplanned_derate,2023-03-05T23:00:00+00:00,9.21,1429.21,6662.15,0,0
+DT-0000000320,FAIL-0000000320,EQ-000000268,FAC-000016,unplanned_derate,2023-02-08T09:00:00+00:00,22.48,8180.53,7947.85,0,0
+DT-0000000321,FAIL-0000000321,EQ-000000268,FAC-000016,none,2023-03-30T20:00:00+00:00,41.79,13338.47,81527.71,1,0
+DT-0000000322,FAIL-0000000322,EQ-000000269,FAC-000016,unplanned_derate,2023-03-30T04:00:00+00:00,9.52,1702.33,23375.73,0,0
+DT-0000000323,FAIL-0000000323,EQ-000000270,FAC-000016,unit_shutdown,2023-01-08T17:00:00+00:00,28.26,4085.17,40109.16,0,0
+DT-0000000324,FAIL-0000000324,EQ-000000272,FAC-000016,planned_derate,2023-03-04T17:00:00+00:00,26.13,4686.51,23910.18,0,0
+DT-0000000325,FAIL-0000000325,EQ-000000273,FAC-000016,planned_derate,2023-02-04T19:00:00+00:00,18.54,1602.81,12945.65,0,0
+DT-0000000326,FAIL-0000000326,EQ-000000274,FAC-000016,unplanned_derate,2023-03-11T18:00:00+00:00,40.13,6869.62,12037.54,1,0
+DT-0000000327,FAIL-0000000327,EQ-000000275,FAC-000016,unit_shutdown,2023-03-27T03:00:00+00:00,12.91,1451.13,17118.83,0,0
+DT-0000000328,FAIL-0000000328,EQ-000000276,FAC-000016,unplanned_derate,2023-03-04T16:00:00+00:00,15.45,263.07,3668.06,0,0
+DT-0000000329,FAIL-0000000329,EQ-000000279,FAC-000017,unit_shutdown,2023-01-15T02:00:00+00:00,21.13,7120.44,9053.09,0,0
+DT-0000000330,FAIL-0000000330,EQ-000000281,FAC-000017,unplanned_derate,2023-01-24T09:00:00+00:00,15.4,464.51,22247.77,0,0
+DT-0000000331,FAIL-0000000331,EQ-000000282,FAC-000017,unplanned_derate,2023-03-03T11:00:00+00:00,68.55,8913.21,31538.81,0,0
+DT-0000000332,FAIL-0000000332,EQ-000000283,FAC-000017,unplanned_derate,2023-03-11T18:00:00+00:00,14.75,207.14,22621.33,0,0
+DT-0000000333,FAIL-0000000333,EQ-000000283,FAC-000017,none,2023-01-13T20:00:00+00:00,10.83,133.0,8199.41,0,0
+DT-0000000334,FAIL-0000000334,EQ-000000284,FAC-000017,unplanned_derate,2023-01-27T03:00:00+00:00,10.57,1931.08,8664.61,0,0
+DT-0000000335,FAIL-0000000335,EQ-000000285,FAC-000017,unplanned_derate,2023-01-03T21:00:00+00:00,11.11,3397.9,6710.84,0,0
+DT-0000000336,FAIL-0000000336,EQ-000000287,FAC-000017,unplanned_derate,2023-01-24T15:00:00+00:00,11.95,5498.15,40827.32,0,0
+DT-0000000337,FAIL-0000000337,EQ-000000287,FAC-000017,unit_shutdown,2023-03-24T11:00:00+00:00,16.58,7036.15,27759.2,0,0
+DT-0000000338,FAIL-0000000338,EQ-000000288,FAC-000017,plant_shutdown,2023-01-09T03:00:00+00:00,16.99,2183.79,35302.99,0,0
+DT-0000000339,FAIL-0000000339,EQ-000000288,FAC-000017,unplanned_derate,2023-01-09T18:00:00+00:00,2.22,178.43,10068.02,0,0
+DT-0000000340,FAIL-0000000340,EQ-000000291,FAC-000017,unplanned_derate,2023-03-15T22:00:00+00:00,13.43,1610.9,13624.0,0,0
+DT-0000000341,FAIL-0000000341,EQ-000000291,FAC-000017,planned_derate,2023-03-04T13:00:00+00:00,5.73,645.32,5727.52,0,0
+DT-0000000342,FAIL-0000000342,EQ-000000292,FAC-000017,unplanned_derate,2023-02-28T15:00:00+00:00,37.96,11431.12,17263.2,0,0
+DT-0000000343,FAIL-0000000343,EQ-000000293,FAC-000017,unplanned_derate,2023-03-27T17:00:00+00:00,5.1,545.65,5447.37,0,1
+DT-0000000344,FAIL-0000000344,EQ-000000295,FAC-000017,unplanned_derate,2023-02-09T08:00:00+00:00,16.68,3574.24,20250.48,0,0
+DT-0000000345,FAIL-0000000345,EQ-000000295,FAC-000017,unplanned_derate,2023-01-12T10:00:00+00:00,18.08,2359.55,29153.27,0,0
+DT-0000000346,FAIL-0000000346,EQ-000000296,FAC-000017,unplanned_derate,2023-02-16T05:00:00+00:00,42.35,5983.36,12347.26,0,1
+DT-0000000347,FAIL-0000000347,EQ-000000296,FAC-000017,unit_shutdown,2023-03-20T22:00:00+00:00,16.71,1758.09,27801.82,0,0
+DT-0000000348,FAIL-0000000348,EQ-000000297,FAC-000017,none,2023-01-08T22:00:00+00:00,18.41,3674.2,25279.74,0,0
+DT-0000000349,FAIL-0000000349,EQ-000000299,FAC-000017,none,2023-02-25T06:00:00+00:00,20.34,1736.0,23424.83,0,0
+DT-0000000350,FAIL-0000000350,EQ-000000299,FAC-000017,unit_shutdown,2023-01-15T10:00:00+00:00,5.81,1197.06,41724.51,0,0
+DT-0000000351,FAIL-0000000351,EQ-000000300,FAC-000018,plant_shutdown,2023-01-11T14:00:00+00:00,10.2,1720.87,11638.19,0,0
+DT-0000000352,FAIL-0000000352,EQ-000000300,FAC-000018,none,2023-03-28T08:00:00+00:00,14.45,2034.74,27483.35,0,0
+DT-0000000353,FAIL-0000000353,EQ-000000301,FAC-000018,unplanned_derate,2023-03-14T01:00:00+00:00,18.23,3541.67,12599.93,0,0
+DT-0000000354,FAIL-0000000354,EQ-000000301,FAC-000018,unplanned_derate,2023-02-15T16:00:00+00:00,9.0,2094.41,28805.47,0,0
+DT-0000000355,FAIL-0000000355,EQ-000000302,FAC-000018,unplanned_derate,2023-01-28T11:00:00+00:00,10.96,1211.32,29037.96,0,0
+DT-0000000356,FAIL-0000000356,EQ-000000302,FAC-000018,unplanned_derate,2023-03-09T16:00:00+00:00,16.46,1625.26,10616.11,0,0
+DT-0000000357,FAIL-0000000357,EQ-000000303,FAC-000018,plant_shutdown,2023-03-04T18:00:00+00:00,5.58,308.34,8154.62,0,0
+DT-0000000358,FAIL-0000000358,EQ-000000304,FAC-000018,planned_derate,2023-02-12T18:00:00+00:00,28.43,1010.96,38144.09,1,0
+DT-0000000359,FAIL-0000000359,EQ-000000304,FAC-000018,unplanned_derate,2023-01-18T19:00:00+00:00,14.5,742.74,6197.22,0,0
+DT-0000000360,FAIL-0000000360,EQ-000000305,FAC-000018,planned_derate,2023-03-12T00:00:00+00:00,26.63,3938.52,12171.88,0,0
+DT-0000000361,FAIL-0000000361,EQ-000000307,FAC-000018,planned_derate,2023-02-05T07:00:00+00:00,27.2,12892.74,39977.48,0,0
+DT-0000000362,FAIL-0000000362,EQ-000000307,FAC-000018,unplanned_derate,2023-01-12T23:00:00+00:00,16.05,2130.16,24608.45,1,0
+DT-0000000363,FAIL-0000000363,EQ-000000310,FAC-000019,unit_shutdown,2023-01-25T17:00:00+00:00,66.8,31735.36,16930.08,1,0
+DT-0000000364,FAIL-0000000364,EQ-000000310,FAC-000019,unplanned_derate,2023-01-03T05:00:00+00:00,13.49,3739.81,12435.24,1,0
+DT-0000000365,FAIL-0000000365,EQ-000000311,FAC-000019,unit_shutdown,2023-01-02T16:00:00+00:00,9.94,1221.91,8821.49,0,0
+DT-0000000366,FAIL-0000000366,EQ-000000312,FAC-000019,none,2023-03-04T01:00:00+00:00,16.36,3338.19,34594.53,0,0
+DT-0000000367,FAIL-0000000367,EQ-000000315,FAC-000019,unplanned_derate,2023-03-11T08:00:00+00:00,28.29,6593.93,27700.95,0,0
+DT-0000000368,FAIL-0000000368,EQ-000000315,FAC-000019,unit_shutdown,2023-03-20T09:00:00+00:00,45.81,8481.05,10724.26,0,0
+DT-0000000369,FAIL-0000000369,EQ-000000316,FAC-000019,unplanned_derate,2023-03-16T15:00:00+00:00,22.1,5222.33,15505.34,0,0
+DT-0000000370,FAIL-0000000370,EQ-000000316,FAC-000019,none,2023-03-23T18:00:00+00:00,20.72,3329.51,21075.51,0,0
+DT-0000000371,FAIL-0000000371,EQ-000000317,FAC-000019,planned_derate,2023-03-14T01:00:00+00:00,20.49,6645.53,3122.58,0,0
+DT-0000000372,FAIL-0000000372,EQ-000000318,FAC-000019,unplanned_derate,2023-02-21T18:00:00+00:00,15.83,1913.71,19478.18,0,0
+DT-0000000373,FAIL-0000000373,EQ-000000321,FAC-000019,plant_shutdown,2023-03-21T20:00:00+00:00,11.7,462.48,22127.35,0,0
+DT-0000000374,FAIL-0000000374,EQ-000000322,FAC-000019,planned_derate,2023-02-07T07:00:00+00:00,12.29,2103.63,74465.7,0,0
+DT-0000000375,FAIL-0000000375,EQ-000000322,FAC-000019,unplanned_derate,2023-03-31T19:00:00+00:00,55.57,9044.96,40747.33,0,0
+DT-0000000376,FAIL-0000000376,EQ-000000322,FAC-000019,unit_shutdown,2023-02-24T12:00:00+00:00,29.32,2050.22,37094.22,0,1
+DT-0000000377,FAIL-0000000377,EQ-000000324,FAC-000019,unplanned_derate,2023-03-31T16:00:00+00:00,25.7,2065.84,12215.3,0,0
+DT-0000000378,FAIL-0000000378,EQ-000000326,FAC-000019,planned_derate,2023-01-23T00:00:00+00:00,12.44,1256.66,5794.59,0,0
+DT-0000000379,FAIL-0000000379,EQ-000000326,FAC-000019,none,2023-01-25T20:00:00+00:00,8.64,1310.55,25874.15,0,0
+DT-0000000380,FAIL-0000000380,EQ-000000327,FAC-000020,unit_shutdown,2023-03-23T02:00:00+00:00,78.32,37966.73,22677.17,1,0
+DT-0000000381,FAIL-0000000381,EQ-000000327,FAC-000020,unplanned_derate,2023-01-02T14:00:00+00:00,38.29,12533.56,12449.97,1,0
+DT-0000000382,FAIL-0000000382,EQ-000000327,FAC-000020,planned_derate,2023-01-28T19:00:00+00:00,14.26,6016.2,16141.24,0,0
+DT-0000000383,FAIL-0000000383,EQ-000000327,FAC-000020,unit_shutdown,2023-01-08T06:00:00+00:00,26.2,11980.39,17127.35,0,0
+DT-0000000384,FAIL-0000000384,EQ-000000328,FAC-000020,unit_shutdown,2023-01-20T04:00:00+00:00,6.18,776.45,3385.58,0,0
+DT-0000000385,FAIL-0000000385,EQ-000000328,FAC-000020,planned_derate,2023-01-15T07:00:00+00:00,10.45,618.76,11411.45,0,0
+DT-0000000386,FAIL-0000000386,EQ-000000332,FAC-000020,unit_shutdown,2023-03-23T08:00:00+00:00,10.8,654.48,23059.82,1,0
+DT-0000000387,FAIL-0000000387,EQ-000000336,FAC-000020,unplanned_derate,2023-01-09T01:00:00+00:00,14.87,3155.5,54919.02,0,0
+DT-0000000388,FAIL-0000000388,EQ-000000336,FAC-000020,unplanned_derate,2023-02-27T23:00:00+00:00,13.62,4594.13,7310.28,0,0
+DT-0000000389,FAIL-0000000389,EQ-000000337,FAC-000020,planned_derate,2023-03-02T23:00:00+00:00,8.68,3349.7,4556.82,0,0
+DT-0000000390,FAIL-0000000390,EQ-000000337,FAC-000020,unit_shutdown,2023-03-26T09:00:00+00:00,14.93,2518.7,33303.72,0,0
+DT-0000000391,FAIL-0000000391,EQ-000000337,FAC-000020,unplanned_derate,2023-02-20T10:00:00+00:00,18.38,8479.48,15531.51,0,0
+DT-0000000392,FAIL-0000000392,EQ-000000337,FAC-000020,planned_derate,2023-02-09T08:00:00+00:00,30.19,13207.65,15843.9,1,0
+DT-0000000393,FAIL-0000000393,EQ-000000337,FAC-000020,unplanned_derate,2023-02-18T14:00:00+00:00,23.3,4516.39,22995.51,1,0
+DT-0000000394,FAIL-0000000394,EQ-000000337,FAC-000020,planned_derate,2023-01-18T19:00:00+00:00,17.49,6152.56,81258.95,0,0
+DT-0000000395,FAIL-0000000395,EQ-000000337,FAC-000020,plant_shutdown,2023-01-21T18:00:00+00:00,19.09,8661.19,31569.19,0,0
+DT-0000000396,FAIL-0000000396,EQ-000000339,FAC-000020,unplanned_derate,2023-02-16T00:00:00+00:00,12.39,3431.5,3546.76,0,0

environmental_conditions.csv ADDED Viewed

The diff for this file is too large to render. See raw diff

equipment_failure_labels.csv ADDED Viewed

	@@ -0,0 +1,340 @@

+equipment_id,facility_id,equipment_type,failure_probability_30d,failure_probability_90d,criticality_score,risk_rank_score,predictive_maintenance_priority,recommended_action,last_failure_timestamp
+EQ-000000001,FAC-000001,isolation_valve,0.1113,0.2021,1.0,0.3911,medium,increase_monitoring,2023-02-27T17:00:00+00:00
+EQ-000000002,FAC-000001,centrifugal_pump,0.1325,0.2916,1.0,0.3972,medium,increase_monitoring,2023-02-07T12:00:00+00:00
+EQ-000000003,FAC-000001,centrifugal_pump,0.2009,0.3967,1.0,0.4263,medium,increase_monitoring,2023-03-12T13:00:00+00:00
+EQ-000000004,FAC-000001,reciprocating_compressor,0.1118,0.2073,0.5,0.2376,low,normal_monitoring,2023-02-21T12:00:00+00:00
+EQ-000000005,FAC-000001,centrifugal_pump,0.1236,0.2624,0.75,0.2917,medium,normal_monitoring,
+EQ-000000006,FAC-000001,control_valve,0.1352,0.237,1.0,0.3746,medium,increase_monitoring,2023-03-22T03:00:00+00:00
+EQ-000000007,FAC-000001,control_valve,0.0721,0.1408,0.5,0.2171,low,normal_monitoring,2023-03-17T08:00:00+00:00
+EQ-000000008,FAC-000001,isolation_valve,0.1541,0.3621,1.0,0.3959,medium,increase_monitoring,2023-03-13T20:00:00+00:00
+EQ-000000009,FAC-000001,isolation_valve,0.0866,0.2148,0.75,0.2852,medium,normal_monitoring,
+EQ-000000010,FAC-000001,isolation_valve,0.0694,0.1378,0.5,0.2057,low,normal_monitoring,2023-02-20T15:00:00+00:00
+EQ-000000011,FAC-000001,control_valve,0.0945,0.2317,0.5,0.2215,low,normal_monitoring,2023-03-11T04:00:00+00:00
+EQ-000000012,FAC-000001,isolation_valve,0.001,0.0023,0.25,0.1005,low,normal_monitoring,
+EQ-000000013,FAC-000001,centrifugal_pump,0.1656,0.2923,0.75,0.3298,medium,normal_monitoring,2023-02-18T14:00:00+00:00
+EQ-000000014,FAC-000001,isolation_valve,0.0764,0.1978,0.5,0.2227,low,normal_monitoring,2023-03-28T04:00:00+00:00
+EQ-000000015,FAC-000001,control_valve,0.0986,0.1896,0.25,0.1405,low,normal_monitoring,2023-03-08T22:00:00+00:00
+EQ-000000016,FAC-000001,positive_displacement_pump,0.1,0.2266,0.75,0.2875,medium,normal_monitoring,2023-01-07T12:00:00+00:00
+EQ-000000017,FAC-000001,centrifugal_compressor,0.0779,0.1753,0.25,0.1038,low,normal_monitoring,
+EQ-000000018,FAC-000001,control_valve,0.0966,0.2367,0.75,0.3052,medium,normal_monitoring,2023-01-25T01:00:00+00:00
+EQ-000000019,FAC-000002,centrifugal_compressor,0.0917,0.2233,0.5,0.2295,low,normal_monitoring,2023-03-25T19:00:00+00:00
+EQ-000000020,FAC-000002,reciprocating_compressor,0.0815,0.1657,0.5,0.201,low,normal_monitoring,
+EQ-000000021,FAC-000002,control_valve,0.1106,0.2253,0.5,0.3011,medium,normal_monitoring,2023-03-23T02:00:00+00:00
+EQ-000000022,FAC-000002,centrifugal_compressor,0.1303,0.3081,0.75,0.3015,medium,normal_monitoring,
+EQ-000000023,FAC-000002,control_valve,0.1898,0.4741,1.0,0.4075,medium,increase_monitoring,2023-03-23T11:00:00+00:00
+EQ-000000024,FAC-000002,centrifugal_pump,0.1034,0.2677,0.5,0.2033,low,normal_monitoring,2023-01-17T01:00:00+00:00
+EQ-000000025,FAC-000002,centrifugal_compressor,0.1139,0.2364,0.5,0.2247,low,normal_monitoring,2023-01-07T16:00:00+00:00
+EQ-000000026,FAC-000002,centrifugal_pump,0.0967,0.2045,0.5,0.2305,low,normal_monitoring,2023-03-04T08:00:00+00:00
+EQ-000000027,FAC-000002,positive_displacement_pump,0.1391,0.268,1.0,0.3598,medium,increase_monitoring,
+EQ-000000028,FAC-000002,control_valve,0.1382,0.3292,0.75,0.3034,medium,normal_monitoring,2023-02-16T23:00:00+00:00
+EQ-000000029,FAC-000002,centrifugal_pump,0.1142,0.288,0.75,0.2958,medium,normal_monitoring,2023-01-18T05:00:00+00:00
+EQ-000000030,FAC-000002,control_valve,0.0457,0.0935,0.25,0.1103,low,normal_monitoring,
+EQ-000000031,FAC-000002,isolation_valve,0.1581,0.3827,1.0,0.4247,medium,increase_monitoring,2023-01-26T23:00:00+00:00
+EQ-000000032,FAC-000002,centrifugal_pump,0.0694,0.1368,0.5,0.2302,low,normal_monitoring,
+EQ-000000033,FAC-000003,control_valve,0.0702,0.1422,0.25,0.1038,low,normal_monitoring,
+EQ-000000034,FAC-000003,isolation_valve,0.0354,0.0673,0.25,0.1579,low,normal_monitoring,2023-03-26T00:00:00+00:00
+EQ-000000035,FAC-000003,reciprocating_compressor,0.1123,0.2416,1.0,0.3754,medium,increase_monitoring,2023-01-20T13:00:00+00:00
+EQ-000000036,FAC-000003,control_valve,0.0966,0.2091,0.5,0.222,low,normal_monitoring,2023-01-31T09:00:00+00:00
+EQ-000000037,FAC-000003,centrifugal_pump,0.1251,0.2357,0.75,0.295,medium,normal_monitoring,2023-02-22T14:00:00+00:00
+EQ-000000038,FAC-000003,centrifugal_pump,0.1197,0.2255,0.5,0.2038,low,normal_monitoring,2023-01-14T06:00:00+00:00
+EQ-000000039,FAC-000003,centrifugal_pump,0.1424,0.3686,0.5,0.249,low,normal_monitoring,2023-03-27T20:00:00+00:00
+EQ-000000040,FAC-000003,centrifugal_compressor,0.1163,0.2211,0.5,0.2555,medium,normal_monitoring,2023-02-07T11:00:00+00:00
+EQ-000000041,FAC-000003,centrifugal_compressor,0.1724,0.3446,1.0,0.4107,medium,increase_monitoring,2023-03-28T18:00:00+00:00
+EQ-000000042,FAC-000003,reciprocating_compressor,0.0321,0.082,0.25,0.1298,low,normal_monitoring,2023-01-14T19:00:00+00:00
+EQ-000000043,FAC-000003,control_valve,0.1707,0.3972,0.75,0.3288,medium,normal_monitoring,2023-03-10T15:00:00+00:00
+EQ-000000044,FAC-000003,control_valve,0.0994,0.2448,0.25,0.1726,low,normal_monitoring,2023-03-18T08:00:00+00:00
+EQ-000000045,FAC-000003,centrifugal_pump,0.0958,0.2385,0.75,0.3048,medium,normal_monitoring,2023-03-12T08:00:00+00:00
+EQ-000000046,FAC-000003,reciprocating_compressor,0.0936,0.2085,0.75,0.3015,medium,normal_monitoring,
+EQ-000000047,FAC-000003,control_valve,0.1446,0.3611,1.0,0.4019,medium,increase_monitoring,2023-03-23T02:00:00+00:00
+EQ-000000048,FAC-000003,centrifugal_compressor,0.1096,0.2604,0.5,0.251,medium,normal_monitoring,2023-03-26T14:00:00+00:00
+EQ-000000049,FAC-000003,isolation_valve,0.1456,0.3087,0.5,0.2175,low,normal_monitoring,2023-02-22T16:00:00+00:00
+EQ-000000050,FAC-000003,reciprocating_compressor,0.0383,0.0671,0.25,0.1218,low,normal_monitoring,2023-03-10T02:00:00+00:00
+EQ-000000051,FAC-000004,positive_displacement_pump,0.1312,0.2453,0.75,0.3239,medium,normal_monitoring,2023-03-18T00:00:00+00:00
+EQ-000000052,FAC-000004,centrifugal_pump,0.115,0.284,0.5,0.2455,low,normal_monitoring,2023-02-02T20:00:00+00:00
+EQ-000000053,FAC-000004,control_valve,0.0815,0.1584,0.5,0.2093,low,normal_monitoring,2023-03-13T01:00:00+00:00
+EQ-000000054,FAC-000004,reciprocating_compressor,0.099,0.22,0.75,0.2885,medium,normal_monitoring,
+EQ-000000055,FAC-000004,centrifugal_pump,0.0472,0.0944,0.25,0.125,low,normal_monitoring,2023-03-24T03:00:00+00:00
+EQ-000000056,FAC-000004,centrifugal_compressor,0.1031,0.1844,0.75,0.3102,medium,normal_monitoring,2023-02-10T15:00:00+00:00
+EQ-000000057,FAC-000004,reciprocating_compressor,0.079,0.1679,0.75,0.2917,medium,normal_monitoring,
+EQ-000000058,FAC-000004,centrifugal_pump,0.0789,0.1687,1.0,0.3695,medium,increase_monitoring,
+EQ-000000059,FAC-000004,centrifugal_pump,0.1823,0.412,0.75,0.3742,medium,increase_monitoring,2023-03-31T15:00:00+00:00
+EQ-000000060,FAC-000004,isolation_valve,0.0957,0.2388,0.25,0.1378,low,normal_monitoring,2023-01-25T19:00:00+00:00
+EQ-000000061,FAC-000004,control_valve,0.0986,0.2531,0.5,0.2432,low,normal_monitoring,2023-02-01T08:00:00+00:00
+EQ-000000062,FAC-000004,positive_displacement_pump,0.0685,0.1614,0.5,0.2111,low,normal_monitoring,2023-02-20T03:00:00+00:00
+EQ-000000063,FAC-000004,positive_displacement_pump,0.1335,0.3019,1.0,0.3968,medium,increase_monitoring,2023-02-02T09:00:00+00:00
+EQ-000000064,FAC-000005,centrifugal_compressor,0.085,0.1912,0.25,0.1653,low,normal_monitoring,2023-01-29T16:00:00+00:00
+EQ-000000065,FAC-000005,centrifugal_compressor,0.0701,0.1384,0.75,0.2976,medium,normal_monitoring,2023-01-29T17:00:00+00:00
+EQ-000000066,FAC-000005,centrifugal_compressor,0.0982,0.1917,0.5,0.1912,low,normal_monitoring,
+EQ-000000067,FAC-000005,centrifugal_compressor,0.0505,0.1165,0.25,0.1038,low,normal_monitoring,
+EQ-000000068,FAC-000005,reciprocating_compressor,0.1508,0.3745,1.0,0.4262,medium,increase_monitoring,2023-03-09T17:00:00+00:00
+EQ-000000069,FAC-000005,positive_displacement_pump,0.1034,0.2125,0.75,0.2867,medium,normal_monitoring,2023-02-16T18:00:00+00:00
+EQ-000000070,FAC-000005,centrifugal_pump,0.0772,0.1395,0.5,0.2172,low,normal_monitoring,
+EQ-000000071,FAC-000005,control_valve,0.1338,0.3056,0.75,0.3333,medium,normal_monitoring,2023-02-24T21:00:00+00:00
+EQ-000000072,FAC-000005,control_valve,0.1787,0.4347,1.0,0.4273,medium,increase_monitoring,2023-01-28T14:00:00+00:00
+EQ-000000073,FAC-000005,centrifugal_pump,0.1832,0.3524,0.5,0.2941,medium,normal_monitoring,2023-02-26T10:00:00+00:00
+EQ-000000074,FAC-000005,positive_displacement_pump,0.154,0.3558,1.0,0.3695,medium,increase_monitoring,
+EQ-000000075,FAC-000005,control_valve,0.1617,0.3289,1.0,0.3728,medium,increase_monitoring,
+EQ-000000076,FAC-000005,centrifugal_compressor,0.201,0.4835,0.5,0.3458,medium,normal_monitoring,2023-03-28T12:00:00+00:00
+EQ-000000077,FAC-000005,centrifugal_pump,0.1128,0.246,1.0,0.3795,medium,increase_monitoring,2023-01-18T08:00:00+00:00
+EQ-000000078,FAC-000005,control_valve,0.1271,0.284,0.75,0.3177,medium,normal_monitoring,
+EQ-000000079,FAC-000005,centrifugal_compressor,0.1404,0.3461,1.0,0.3923,medium,increase_monitoring,2023-02-25T04:00:00+00:00
+EQ-000000080,FAC-000005,control_valve,0.0642,0.1394,0.75,0.2722,medium,normal_monitoring,
+EQ-000000081,FAC-000005,isolation_valve,0.1776,0.4136,1.0,0.4527,medium,increase_monitoring,2023-03-12T06:00:00+00:00
+EQ-000000082,FAC-000006,centrifugal_pump,0.0999,0.2297,0.75,0.269,medium,normal_monitoring,
+EQ-000000083,FAC-000006,centrifugal_pump,0.1111,0.2585,0.5,0.1978,low,normal_monitoring,
+EQ-000000084,FAC-000006,centrifugal_pump,0.0614,0.1183,0.5,0.1945,low,normal_monitoring,
+EQ-000000085,FAC-000006,isolation_valve,0.118,0.2388,1.0,0.389,medium,increase_monitoring,2023-03-22T14:00:00+00:00
+EQ-000000086,FAC-000006,centrifugal_pump,0.072,0.1411,0.5,0.2075,low,normal_monitoring,
+EQ-000000087,FAC-000006,centrifugal_compressor,0.1276,0.3194,1.0,0.4088,medium,increase_monitoring,2023-01-21T02:00:00+00:00
+EQ-000000088,FAC-000006,control_valve,0.1123,0.2365,1.0,0.3728,medium,increase_monitoring,
+EQ-000000089,FAC-000006,centrifugal_pump,0.0652,0.1543,0.25,0.12,low,normal_monitoring,
+EQ-000000090,FAC-000006,control_valve,0.1116,0.2639,0.5,0.2448,low,normal_monitoring,2023-01-23T04:00:00+00:00
+EQ-000000091,FAC-000006,isolation_valve,0.1792,0.4414,1.0,0.4044,medium,increase_monitoring,2023-01-23T14:00:00+00:00
+EQ-000000092,FAC-000006,control_valve,0.0863,0.2223,0.75,0.2722,medium,normal_monitoring,
+EQ-000000093,FAC-000006,centrifugal_pump,0.0962,0.2177,0.5,0.2129,low,normal_monitoring,2023-01-09T16:00:00+00:00
+EQ-000000094,FAC-000006,control_valve,0.1651,0.359,1.0,0.4264,medium,increase_monitoring,2023-03-15T03:00:00+00:00
+EQ-000000095,FAC-000006,control_valve,0.0694,0.1798,0.25,0.1005,low,normal_monitoring,
+EQ-000000096,FAC-000006,control_valve,0.0455,0.0877,0.5,0.2043,low,normal_monitoring,
+EQ-000000097,FAC-000006,centrifugal_pump,0.1295,0.2694,1.0,0.3922,medium,increase_monitoring,
+EQ-000000098,FAC-000006,control_valve,0.0042,0.0102,0.25,0.0972,low,normal_monitoring,
+EQ-000000099,FAC-000006,control_valve,0.1058,0.2622,0.5,0.214,low,normal_monitoring,
+EQ-000000100,FAC-000006,control_valve,0.1094,0.2381,0.5,0.2173,low,normal_monitoring,2023-01-18T19:00:00+00:00
+EQ-000000101,FAC-000006,centrifugal_pump,0.0937,0.2103,0.75,0.2982,medium,normal_monitoring,
+EQ-000000102,FAC-000006,centrifugal_pump,0.1042,0.1993,0.25,0.1288,low,normal_monitoring,2023-03-28T06:00:00+00:00
+EQ-000000103,FAC-000006,control_valve,0.0536,0.1256,0.5,0.188,low,normal_monitoring,
+EQ-000000104,FAC-000007,centrifugal_pump,0.0867,0.1929,0.5,0.2531,medium,normal_monitoring,2023-02-27T04:00:00+00:00
+EQ-000000105,FAC-000007,centrifugal_pump,0.0848,0.2174,0.5,0.2212,low,normal_monitoring,2023-01-04T17:00:00+00:00
+EQ-000000106,FAC-000007,positive_displacement_pump,0.1033,0.2173,0.5,0.2239,low,normal_monitoring,2023-03-22T21:00:00+00:00
+EQ-000000107,FAC-000007,control_valve,0.131,0.3188,0.75,0.3309,medium,normal_monitoring,2023-03-10T01:00:00+00:00
+EQ-000000108,FAC-000007,isolation_valve,0.1862,0.3405,0.75,0.323,medium,normal_monitoring,2023-01-07T16:00:00+00:00
+EQ-000000109,FAC-000007,isolation_valve,0.0804,0.1692,0.25,0.1247,low,normal_monitoring,2023-03-26T00:00:00+00:00
+EQ-000000110,FAC-000007,control_valve,0.142,0.2871,0.5,0.2287,low,normal_monitoring,2023-03-08T19:00:00+00:00
+EQ-000000111,FAC-000007,centrifugal_compressor,0.0987,0.1757,0.5,0.1912,low,normal_monitoring,
+EQ-000000112,FAC-000007,isolation_valve,0.0159,0.0344,0.5,0.1848,low,normal_monitoring,
+EQ-000000113,FAC-000007,reciprocating_compressor,0.0863,0.1771,0.5,0.2254,low,normal_monitoring,2023-02-13T04:00:00+00:00
+EQ-000000114,FAC-000007,centrifugal_pump,0.0113,0.0222,0.75,0.269,medium,normal_monitoring,
+EQ-000000115,FAC-000007,isolation_valve,0.1364,0.2836,1.0,0.4089,medium,increase_monitoring,2023-01-20T02:00:00+00:00
+EQ-000000116,FAC-000007,centrifugal_pump,0.1164,0.2451,0.75,0.2787,medium,normal_monitoring,
+EQ-000000117,FAC-000007,isolation_valve,0.0989,0.2182,0.75,0.3127,medium,normal_monitoring,2023-03-01T02:00:00+00:00
+EQ-000000118,FAC-000007,reciprocating_compressor,0.1103,0.2511,0.75,0.3195,medium,normal_monitoring,2023-03-25T20:00:00+00:00
+EQ-000000119,FAC-000007,centrifugal_compressor,0.1464,0.3063,1.0,0.3935,medium,increase_monitoring,2023-03-31T09:00:00+00:00
+EQ-000000120,FAC-000008,isolation_valve,0.1567,0.3765,0.75,0.3311,medium,normal_monitoring,2023-03-06T12:00:00+00:00
+EQ-000000121,FAC-000008,centrifugal_pump,0.1306,0.3129,1.0,0.3948,medium,increase_monitoring,2023-01-05T03:00:00+00:00
+EQ-000000122,FAC-000008,control_valve,0.0546,0.116,0.5,0.188,low,normal_monitoring,
+EQ-000000123,FAC-000008,control_valve,0.1486,0.3544,0.75,0.3218,medium,normal_monitoring,2023-03-10T12:00:00+00:00
+EQ-000000124,FAC-000008,reciprocating_compressor,0.0817,0.1592,0.5,0.2035,low,normal_monitoring,2023-03-13T14:00:00+00:00
+EQ-000000125,FAC-000008,isolation_valve,0.0697,0.1341,0.5,0.205,low,normal_monitoring,2023-03-27T15:00:00+00:00
+EQ-000000126,FAC-000008,reciprocating_compressor,0.105,0.2348,0.5,0.227,low,normal_monitoring,
+EQ-000000127,FAC-000008,centrifugal_pump,0.2062,0.4724,0.75,0.4037,medium,increase_monitoring,2023-03-24T17:00:00+00:00
+EQ-000000128,FAC-000008,centrifugal_pump,0.1386,0.3283,1.0,0.387,medium,increase_monitoring,2023-03-13T06:00:00+00:00
+EQ-000000129,FAC-000008,reciprocating_compressor,0.1547,0.3278,0.75,0.2961,medium,normal_monitoring,2023-03-14T06:00:00+00:00
+EQ-000000130,FAC-000008,reciprocating_compressor,0.0719,0.1842,0.75,0.269,medium,normal_monitoring,
+EQ-000000131,FAC-000008,control_valve,0.1325,0.2786,0.75,0.3407,medium,normal_monitoring,2023-02-19T13:00:00+00:00
+EQ-000000132,FAC-000008,centrifugal_pump,0.1412,0.3112,0.5,0.2364,low,normal_monitoring,2023-02-18T15:00:00+00:00
+EQ-000000133,FAC-000008,isolation_valve,0.0765,0.1927,0.5,0.2237,low,normal_monitoring,
+EQ-000000134,FAC-000008,isolation_valve,0.1671,0.3122,0.75,0.3171,medium,normal_monitoring,2023-03-04T17:00:00+00:00
+EQ-000000135,FAC-000008,centrifugal_compressor,0.1243,0.2585,0.75,0.3225,medium,normal_monitoring,2023-01-18T14:00:00+00:00
+EQ-000000136,FAC-000009,centrifugal_pump,0.0595,0.15,0.25,0.1233,low,normal_monitoring,
+EQ-000000137,FAC-000009,reciprocating_compressor,0.0974,0.2366,0.5,0.2075,low,normal_monitoring,
+EQ-000000138,FAC-000009,reciprocating_compressor,0.1636,0.326,0.75,0.327,medium,normal_monitoring,2023-03-12T00:00:00+00:00
+EQ-000000139,FAC-000009,centrifugal_pump,0.101,0.184,0.5,0.2043,low,normal_monitoring,
+EQ-000000140,FAC-000009,centrifugal_compressor,0.065,0.1529,0.5,0.1978,low,normal_monitoring,
+EQ-000000141,FAC-000009,isolation_valve,0.0466,0.1116,0.25,0.1212,low,normal_monitoring,2023-02-28T00:00:00+00:00
+EQ-000000142,FAC-000009,isolation_valve,0.0751,0.1738,0.25,0.1328,low,normal_monitoring,2023-03-25T10:00:00+00:00
+EQ-000000143,FAC-000009,centrifugal_compressor,0.1223,0.3171,0.5,0.2505,medium,normal_monitoring,2023-01-16T09:00:00+00:00
+EQ-000000144,FAC-000009,positive_displacement_pump,0.1,0.2108,1.0,0.3695,medium,increase_monitoring,
+EQ-000000145,FAC-000009,centrifugal_pump,0.1252,0.2498,0.75,0.3072,medium,normal_monitoring,2023-01-08T11:00:00+00:00
+EQ-000000146,FAC-000009,centrifugal_pump,0.1233,0.3192,0.75,0.2894,medium,normal_monitoring,2023-03-01T09:00:00+00:00
+EQ-000000147,FAC-000009,reciprocating_compressor,0.1249,0.2762,0.75,0.3135,medium,normal_monitoring,2023-01-16T08:00:00+00:00
+EQ-000000148,FAC-000009,control_valve,0.1999,0.352,0.75,0.3568,medium,increase_monitoring,2023-03-24T20:00:00+00:00
+EQ-000000149,FAC-000009,control_valve,0.1609,0.392,1.0,0.4068,medium,increase_monitoring,2023-01-23T10:00:00+00:00
+EQ-000000150,FAC-000009,positive_displacement_pump,0.0884,0.1971,0.25,0.1607,low,normal_monitoring,2023-01-25T19:00:00+00:00
+EQ-000000151,FAC-000009,isolation_valve,0.091,0.1955,0.75,0.2787,medium,normal_monitoring,
+EQ-000000152,FAC-000009,control_valve,0.0715,0.161,0.75,0.2755,medium,normal_monitoring,
+EQ-000000153,FAC-000009,isolation_valve,0.0689,0.1729,0.5,0.2243,low,normal_monitoring,2023-02-21T16:00:00+00:00
+EQ-000000154,FAC-000009,isolation_valve,0.2032,0.3927,0.75,0.3896,medium,increase_monitoring,2023-02-02T22:00:00+00:00
+EQ-000000155,FAC-000010,centrifugal_pump,0.0744,0.159,0.75,0.2865,medium,normal_monitoring,2023-03-21T09:00:00+00:00
+EQ-000000156,FAC-000010,isolation_valve,0.2145,0.5303,0.75,0.4244,medium,increase_monitoring,2023-03-22T02:00:00+00:00
+EQ-000000157,FAC-000010,isolation_valve,0.0823,0.1996,0.25,0.1523,low,normal_monitoring,2023-01-22T19:00:00+00:00
+EQ-000000158,FAC-000010,centrifugal_compressor,0.2119,0.4257,1.0,0.4626,medium,increase_monitoring,2023-03-27T13:00:00+00:00
+EQ-000000159,FAC-000010,isolation_valve,0.0871,0.1714,0.5,0.2037,low,normal_monitoring,2023-01-05T18:00:00+00:00
+EQ-000000160,FAC-000010,isolation_valve,0.0699,0.1692,0.25,0.1351,low,normal_monitoring,2023-03-18T22:00:00+00:00
+EQ-000000161,FAC-000010,centrifugal_pump,0.088,0.1761,0.25,0.2082,low,normal_monitoring,2023-03-30T03:00:00+00:00
+EQ-000000162,FAC-000010,centrifugal_pump,0.1272,0.3075,0.75,0.3261,medium,normal_monitoring,2023-03-22T12:00:00+00:00
+EQ-000000163,FAC-000010,control_valve,0.092,0.223,0.75,0.3034,medium,normal_monitoring,2023-02-07T10:00:00+00:00
+EQ-000000164,FAC-000010,isolation_valve,0.1061,0.1937,0.75,0.3007,medium,normal_monitoring,2023-03-01T11:00:00+00:00
+EQ-000000165,FAC-000010,centrifugal_compressor,0.1339,0.2928,0.75,0.3009,medium,normal_monitoring,2023-03-22T08:00:00+00:00
+EQ-000000166,FAC-000010,centrifugal_pump,0.1302,0.2648,1.0,0.363,medium,increase_monitoring,
+EQ-000000167,FAC-000010,centrifugal_pump,0.1001,0.1866,0.5,0.2242,low,normal_monitoring,2023-02-01T19:00:00+00:00
+EQ-000000168,FAC-000010,control_valve,0.1233,0.2323,0.5,0.2416,low,normal_monitoring,2023-03-08T20:00:00+00:00
+EQ-000000169,FAC-000011,isolation_valve,0.0539,0.1197,0.5,0.2205,low,normal_monitoring,
+EQ-000000170,FAC-000011,control_valve,0.1589,0.4009,1.0,0.4105,medium,increase_monitoring,2023-02-27T07:00:00+00:00
+EQ-000000171,FAC-000011,reciprocating_compressor,0.1072,0.2774,0.75,0.282,medium,normal_monitoring,
+EQ-000000172,FAC-000011,centrifugal_compressor,0.0566,0.124,0.25,0.1412,low,normal_monitoring,2023-01-08T10:00:00+00:00
+EQ-000000173,FAC-000011,centrifugal_pump,0.0987,0.2243,0.75,0.2787,medium,normal_monitoring,
+EQ-000000174,FAC-000011,control_valve,0.0881,0.2273,0.75,0.2885,medium,normal_monitoring,
+EQ-000000175,FAC-000011,centrifugal_pump,0.09,0.22,0.25,0.1312,low,normal_monitoring,2023-01-10T13:00:00+00:00
+EQ-000000176,FAC-000011,reciprocating_compressor,0.1285,0.2923,0.5,0.2309,low,normal_monitoring,2023-03-02T16:00:00+00:00
+EQ-000000177,FAC-000011,positive_displacement_pump,0.1224,0.3,1.0,0.3908,medium,increase_monitoring,2023-02-13T00:00:00+00:00
+EQ-000000178,FAC-000011,centrifugal_pump,0.1251,0.2786,0.75,0.2787,medium,normal_monitoring,
+EQ-000000179,FAC-000011,positive_displacement_pump,0.0467,0.0942,0.25,0.1166,low,normal_monitoring,2023-03-12T20:00:00+00:00
+EQ-000000180,FAC-000011,control_valve,0.1773,0.363,0.5,0.2579,medium,normal_monitoring,2023-03-31T00:00:00+00:00
+EQ-000000181,FAC-000011,control_valve,0.1059,0.1933,0.5,0.2497,low,normal_monitoring,2023-03-29T03:00:00+00:00
+EQ-000000182,FAC-000011,reciprocating_compressor,0.1559,0.2851,1.0,0.4108,medium,increase_monitoring,2023-02-01T00:00:00+00:00
+EQ-000000183,FAC-000011,isolation_valve,0.1413,0.2555,0.75,0.3299,medium,normal_monitoring,2023-01-14T12:00:00+00:00
+EQ-000000184,FAC-000011,positive_displacement_pump,0.0629,0.1356,0.5,0.2102,low,normal_monitoring,2023-03-20T16:00:00+00:00
+EQ-000000185,FAC-000011,positive_displacement_pump,0.1296,0.3168,0.75,0.3696,medium,increase_monitoring,2023-03-31T14:00:00+00:00
+EQ-000000186,FAC-000011,centrifugal_compressor,0.1151,0.2157,0.75,0.329,medium,normal_monitoring,2023-03-20T06:00:00+00:00
+EQ-000000187,FAC-000011,centrifugal_pump,0.1063,0.2374,0.25,0.1467,low,normal_monitoring,2023-02-08T10:00:00+00:00
+EQ-000000188,FAC-000011,isolation_valve,0.1268,0.304,0.5,0.2679,medium,normal_monitoring,2023-03-20T10:00:00+00:00
+EQ-000000189,FAC-000012,isolation_valve,0.1098,0.2172,0.75,0.3105,medium,normal_monitoring,2023-02-02T03:00:00+00:00
+EQ-000000190,FAC-000012,positive_displacement_pump,0.1545,0.3528,0.25,0.1869,low,normal_monitoring,2023-03-26T07:00:00+00:00
+EQ-000000191,FAC-000012,centrifugal_compressor,0.1092,0.2512,0.75,0.2877,medium,normal_monitoring,2023-01-01T09:00:00+00:00
+EQ-000000192,FAC-000012,control_valve,0.1121,0.2272,0.75,0.2852,medium,normal_monitoring,
+EQ-000000193,FAC-000012,control_valve,0.1627,0.3532,0.75,0.3359,medium,normal_monitoring,2023-03-17T02:00:00+00:00
+EQ-000000194,FAC-000012,centrifugal_pump,0.0682,0.1521,0.5,0.2202,low,normal_monitoring,2023-03-17T09:00:00+00:00
+EQ-000000195,FAC-000012,isolation_valve,0.1018,0.254,0.5,0.2287,low,normal_monitoring,2023-03-06T13:00:00+00:00
+EQ-000000196,FAC-000012,control_valve,0.2069,0.3685,1.0,0.4635,medium,increase_monitoring,2023-03-28T12:00:00+00:00
+EQ-000000197,FAC-000012,control_valve,0.1376,0.3056,0.75,0.336,medium,normal_monitoring,2023-02-12T15:00:00+00:00
+EQ-000000198,FAC-000012,centrifugal_pump,0.1226,0.269,0.75,0.345,medium,normal_monitoring,2023-02-15T00:00:00+00:00
+EQ-000000199,FAC-000012,control_valve,0.1553,0.3167,0.75,0.3383,medium,normal_monitoring,2023-03-18T13:00:00+00:00
+EQ-000000200,FAC-000012,centrifugal_compressor,0.1001,0.2005,1.0,0.397,medium,increase_monitoring,2023-03-01T01:00:00+00:00
+EQ-000000201,FAC-000012,control_valve,0.0681,0.136,0.75,0.282,medium,normal_monitoring,
+EQ-000000202,FAC-000012,isolation_valve,0.1495,0.388,0.75,0.3664,medium,increase_monitoring,2023-02-22T04:00:00+00:00
+EQ-000000203,FAC-000012,reciprocating_compressor,0.0792,0.1479,0.5,0.2187,low,normal_monitoring,2023-01-25T03:00:00+00:00
+EQ-000000204,FAC-000012,control_valve,0.1928,0.4569,0.75,0.3686,medium,increase_monitoring,2023-02-25T17:00:00+00:00
+EQ-000000205,FAC-000012,centrifugal_pump,0.1352,0.2514,0.5,0.2233,low,normal_monitoring,2023-03-31T19:00:00+00:00
+EQ-000000206,FAC-000013,centrifugal_compressor,0.1772,0.4471,1.0,0.389,medium,increase_monitoring,
+EQ-000000207,FAC-000013,centrifugal_pump,0.14,0.3348,0.75,0.3125,medium,normal_monitoring,2023-01-01T05:00:00+00:00
+EQ-000000208,FAC-000013,centrifugal_pump,0.0931,0.1992,0.5,0.2108,low,normal_monitoring,
+EQ-000000209,FAC-000013,centrifugal_pump,0.045,0.0886,0.75,0.2948,medium,normal_monitoring,2023-03-02T01:00:00+00:00
+EQ-000000210,FAC-000013,reciprocating_compressor,0.1014,0.1984,0.5,0.2011,low,normal_monitoring,2023-03-30T13:00:00+00:00
+EQ-000000211,FAC-000013,centrifugal_pump,0.1465,0.2776,0.5,0.2094,low,normal_monitoring,2023-02-09T12:00:00+00:00
+EQ-000000212,FAC-000013,reciprocating_compressor,0.1184,0.2426,1.0,0.3598,medium,increase_monitoring,
+EQ-000000213,FAC-000013,reciprocating_compressor,0.1016,0.2267,0.75,0.2866,medium,normal_monitoring,2023-02-01T00:00:00+00:00
+EQ-000000214,FAC-000013,centrifugal_pump,0.109,0.2098,0.5,0.2209,low,normal_monitoring,2023-02-12T23:00:00+00:00
+EQ-000000215,FAC-000013,centrifugal_pump,0.149,0.3442,0.75,0.3243,medium,normal_monitoring,2023-02-11T07:00:00+00:00
+EQ-000000216,FAC-000013,centrifugal_pump,0.1179,0.2945,0.5,0.2457,low,normal_monitoring,2023-02-15T18:00:00+00:00
+EQ-000000217,FAC-000013,control_valve,0.1087,0.2241,0.75,0.3106,medium,normal_monitoring,2023-01-07T11:00:00+00:00
+EQ-000000218,FAC-000013,centrifugal_pump,0.0791,0.1974,0.5,0.1978,low,normal_monitoring,
+EQ-000000219,FAC-000013,centrifugal_compressor,0.0809,0.1546,0.5,0.2464,low,normal_monitoring,2023-03-11T20:00:00+00:00
+EQ-000000220,FAC-000013,reciprocating_compressor,0.0562,0.1038,0.25,0.1725,low,normal_monitoring,2023-03-21T18:00:00+00:00
+EQ-000000221,FAC-000013,centrifugal_pump,0.1722,0.3102,0.5,0.2713,medium,normal_monitoring,2023-02-28T18:00:00+00:00
+EQ-000000222,FAC-000013,positive_displacement_pump,0.1346,0.2885,0.75,0.3408,medium,normal_monitoring,2023-03-30T09:00:00+00:00
+EQ-000000223,FAC-000013,centrifugal_pump,0.1343,0.2426,0.5,0.2478,low,normal_monitoring,2023-01-05T23:00:00+00:00
+EQ-000000224,FAC-000013,isolation_valve,0.1956,0.3434,0.75,0.3524,medium,increase_monitoring,2023-02-27T05:00:00+00:00
+EQ-000000225,FAC-000013,centrifugal_compressor,0.1192,0.2357,0.5,0.2178,low,normal_monitoring,2023-02-05T09:00:00+00:00
+EQ-000000226,FAC-000013,isolation_valve,0.08,0.2051,0.5,0.2234,low,normal_monitoring,2023-01-31T00:00:00+00:00
+EQ-000000227,FAC-000013,isolation_valve,0.0937,0.2372,0.75,0.2755,medium,normal_monitoring,
+EQ-000000228,FAC-000014,isolation_valve,0.0874,0.1986,0.75,0.309,medium,normal_monitoring,2023-01-26T12:00:00+00:00
+EQ-000000229,FAC-000014,centrifugal_compressor,0.0728,0.1273,0.5,0.2035,low,normal_monitoring,2023-01-11T13:00:00+00:00
+EQ-000000230,FAC-000014,positive_displacement_pump,0.1559,0.3834,1.0,0.3842,medium,increase_monitoring,2023-01-25T08:00:00+00:00
+EQ-000000231,FAC-000014,reciprocating_compressor,0.1056,0.2734,0.25,0.1742,low,normal_monitoring,2023-02-22T17:00:00+00:00
+EQ-000000232,FAC-000014,centrifugal_pump,0.0449,0.1094,0.75,0.3086,medium,normal_monitoring,2023-01-11T22:00:00+00:00
+EQ-000000233,FAC-000014,centrifugal_pump,0.0305,0.0606,0.5,0.2158,low,normal_monitoring,2023-01-11T23:00:00+00:00
+EQ-000000234,FAC-000014,positive_displacement_pump,0.0591,0.109,0.5,0.2075,low,normal_monitoring,
+EQ-000000235,FAC-000014,centrifugal_pump,0.1494,0.3463,1.0,0.3695,medium,increase_monitoring,
+EQ-000000236,FAC-000014,centrifugal_pump,0.1257,0.2779,0.5,0.2524,medium,normal_monitoring,2023-02-21T14:00:00+00:00
+EQ-000000237,FAC-000014,isolation_valve,0.0706,0.1601,0.5,0.1945,low,normal_monitoring,
+EQ-000000238,FAC-000014,control_valve,0.0311,0.0621,0.5,0.1912,low,normal_monitoring,
+EQ-000000239,FAC-000014,control_valve,0.1129,0.2385,0.75,0.3011,medium,normal_monitoring,2023-03-02T02:00:00+00:00
+EQ-000000240,FAC-000014,control_valve,0.1074,0.2506,1.0,0.4216,medium,increase_monitoring,2023-03-08T08:00:00+00:00
+EQ-000000241,FAC-000014,isolation_valve,0.1096,0.2311,0.5,0.2312,low,normal_monitoring,2023-02-21T05:00:00+00:00
+EQ-000000242,FAC-000014,control_valve,0.0905,0.2182,0.5,0.188,low,normal_monitoring,
+EQ-000000243,FAC-000014,isolation_valve,0.0789,0.1476,0.5,0.2294,low,normal_monitoring,2023-03-28T18:00:00+00:00
+EQ-000000244,FAC-000014,control_valve,0.149,0.3596,0.75,0.3147,medium,normal_monitoring,2023-02-07T00:00:00+00:00
+EQ-000000245,FAC-000014,centrifugal_compressor,0.0796,0.1836,0.75,0.2885,medium,normal_monitoring,
+EQ-000000246,FAC-000014,control_valve,0.1622,0.3658,0.75,0.3543,medium,increase_monitoring,2023-03-01T11:00:00+00:00
+EQ-000000247,FAC-000015,positive_displacement_pump,0.0462,0.1052,0.25,0.1146,low,normal_monitoring,2023-02-03T13:00:00+00:00
+EQ-000000248,FAC-000015,isolation_valve,0.0935,0.1934,0.5,0.2205,low,normal_monitoring,
+EQ-000000249,FAC-000015,centrifugal_compressor,0.1524,0.2749,0.75,0.3065,medium,normal_monitoring,2023-03-22T07:00:00+00:00
+EQ-000000250,FAC-000015,isolation_valve,0.1261,0.2464,1.0,0.3565,medium,increase_monitoring,
+EQ-000000251,FAC-000015,control_valve,0.1028,0.2519,0.75,0.3124,medium,normal_monitoring,2023-03-04T14:00:00+00:00
+EQ-000000252,FAC-000015,centrifugal_pump,0.0332,0.0834,0.5,0.2326,low,normal_monitoring,2023-03-17T13:00:00+00:00
+EQ-000000253,FAC-000015,isolation_valve,0.1608,0.3487,1.0,0.3937,medium,increase_monitoring,2023-02-26T03:00:00+00:00
+EQ-000000254,FAC-000015,centrifugal_compressor,0.1697,0.3231,0.75,0.3458,medium,normal_monitoring,2023-02-26T18:00:00+00:00
+EQ-000000255,FAC-000015,reciprocating_compressor,0.1097,0.2582,0.5,0.2361,low,normal_monitoring,2023-01-15T17:00:00+00:00
+EQ-000000256,FAC-000015,centrifugal_pump,0.1262,0.2929,1.0,0.3955,medium,increase_monitoring,2023-03-20T00:00:00+00:00
+EQ-000000257,FAC-000016,centrifugal_pump,0.1436,0.3291,0.5,0.234,low,normal_monitoring,2023-03-10T16:00:00+00:00
+EQ-000000258,FAC-000016,centrifugal_pump,0.0554,0.1428,0.5,0.2302,low,normal_monitoring,2023-03-31T10:00:00+00:00
+EQ-000000259,FAC-000016,centrifugal_pump,0.0595,0.1522,0.5,0.2075,low,normal_monitoring,
+EQ-000000260,FAC-000016,reciprocating_compressor,0.0485,0.1108,0.5,0.214,low,normal_monitoring,
+EQ-000000261,FAC-000016,reciprocating_compressor,0.1005,0.2429,0.5,0.2206,low,normal_monitoring,2023-03-03T08:00:00+00:00
+EQ-000000262,FAC-000016,centrifugal_compressor,0.1204,0.2646,0.75,0.3257,medium,normal_monitoring,2023-03-01T09:00:00+00:00
+EQ-000000263,FAC-000016,control_valve,0.2107,0.5061,0.75,0.3537,medium,increase_monitoring,2023-02-20T14:00:00+00:00
+EQ-000000264,FAC-000016,centrifugal_compressor,0.0932,0.2404,0.5,0.2223,low,normal_monitoring,2023-03-30T01:00:00+00:00
+EQ-000000265,FAC-000016,control_valve,0.1296,0.2733,0.5,0.2685,medium,normal_monitoring,2023-02-02T07:00:00+00:00
+EQ-000000266,FAC-000016,centrifugal_pump,0.148,0.3092,0.75,0.3275,medium,normal_monitoring,
+EQ-000000267,FAC-000016,reciprocating_compressor,0.1759,0.3684,0.75,0.3929,medium,increase_monitoring,2023-03-06T21:00:00+00:00
+EQ-000000268,FAC-000016,centrifugal_pump,0.1518,0.2861,1.0,0.4373,medium,increase_monitoring,2023-03-30T20:00:00+00:00
+EQ-000000269,FAC-000016,centrifugal_pump,0.1247,0.2965,0.75,0.3034,medium,normal_monitoring,2023-03-30T04:00:00+00:00
+EQ-000000270,FAC-000016,isolation_valve,0.0599,0.1075,0.5,0.2,low,normal_monitoring,2023-01-08T17:00:00+00:00
+EQ-000000271,FAC-000016,reciprocating_compressor,0.0854,0.2035,0.5,0.188,low,normal_monitoring,
+EQ-000000272,FAC-000016,isolation_valve,0.1167,0.2914,0.75,0.3001,medium,normal_monitoring,2023-03-04T17:00:00+00:00
+EQ-000000273,FAC-000016,centrifugal_compressor,0.0733,0.1718,0.5,0.1981,low,normal_monitoring,2023-02-04T19:00:00+00:00
+EQ-000000274,FAC-000016,centrifugal_pump,0.1096,0.2032,0.75,0.2996,medium,normal_monitoring,2023-03-11T18:00:00+00:00
+EQ-000000275,FAC-000016,control_valve,0.0913,0.2181,0.5,0.223,low,normal_monitoring,2023-03-27T03:00:00+00:00
+EQ-000000276,FAC-000016,control_valve,0.1101,0.2481,0.5,0.23,low,normal_monitoring,2023-03-04T16:00:00+00:00
+EQ-000000277,FAC-000016,centrifugal_compressor,0.0511,0.1206,0.5,0.188,low,normal_monitoring,
+EQ-000000278,FAC-000016,isolation_valve,0.0241,0.05,0.5,0.201,low,normal_monitoring,
+EQ-000000279,FAC-000017,control_valve,0.1124,0.2698,0.75,0.3024,medium,normal_monitoring,2023-01-15T02:00:00+00:00
+EQ-000000280,FAC-000017,isolation_valve,0.071,0.1311,0.75,0.2722,medium,normal_monitoring,
+EQ-000000281,FAC-000017,isolation_valve,0.0139,0.0358,0.25,0.1133,low,normal_monitoring,2023-01-24T09:00:00+00:00
+EQ-000000282,FAC-000017,centrifugal_pump,0.1321,0.2886,0.5,0.2437,low,normal_monitoring,2023-03-03T11:00:00+00:00
+EQ-000000283,FAC-000017,control_valve,0.0858,0.1627,0.25,0.164,low,normal_monitoring,2023-03-11T18:00:00+00:00
+EQ-000000284,FAC-000017,centrifugal_pump,0.0649,0.1492,0.75,0.3003,medium,normal_monitoring,2023-01-27T03:00:00+00:00
+EQ-000000285,FAC-000017,centrifugal_pump,0.1523,0.3461,1.0,0.4107,medium,increase_monitoring,2023-01-03T21:00:00+00:00
+EQ-000000286,FAC-000017,centrifugal_pump,0.1078,0.2761,0.75,0.3177,medium,normal_monitoring,
+EQ-000000287,FAC-000017,isolation_valve,0.1028,0.2277,1.0,0.4011,medium,increase_monitoring,2023-03-24T11:00:00+00:00
+EQ-000000288,FAC-000017,isolation_valve,0.1295,0.3319,0.5,0.2535,medium,normal_monitoring,2023-01-09T18:00:00+00:00
+EQ-000000289,FAC-000017,isolation_valve,0.0563,0.1425,0.75,0.2722,medium,normal_monitoring,
+EQ-000000290,FAC-000017,control_valve,0.1125,0.2418,0.75,0.2852,medium,normal_monitoring,
+EQ-000000291,FAC-000017,isolation_valve,0.0993,0.187,0.5,0.2535,medium,normal_monitoring,2023-03-15T22:00:00+00:00
+EQ-000000292,FAC-000017,centrifugal_pump,0.1379,0.2788,0.75,0.3057,medium,normal_monitoring,2023-02-28T15:00:00+00:00
+EQ-000000293,FAC-000017,positive_displacement_pump,0.0936,0.1961,0.5,0.2117,low,normal_monitoring,2023-03-27T17:00:00+00:00
+EQ-000000294,FAC-000017,centrifugal_compressor,0.1063,0.2512,0.75,0.295,medium,normal_monitoring,
+EQ-000000295,FAC-000017,centrifugal_pump,0.1271,0.3143,0.75,0.3408,medium,normal_monitoring,2023-02-09T08:00:00+00:00
+EQ-000000296,FAC-000017,reciprocating_compressor,0.1185,0.2904,0.5,0.2256,low,normal_monitoring,2023-03-20T22:00:00+00:00
+EQ-000000297,FAC-000017,control_valve,0.1255,0.2351,0.75,0.3051,medium,normal_monitoring,2023-01-08T22:00:00+00:00
+EQ-000000298,FAC-000017,positive_displacement_pump,0.064,0.1595,0.5,0.201,low,normal_monitoring,
+EQ-000000299,FAC-000017,centrifugal_pump,0.1349,0.3062,0.75,0.3131,medium,normal_monitoring,2023-02-25T06:00:00+00:00
+EQ-000000300,FAC-000018,isolation_valve,0.091,0.2093,0.5,0.2481,low,normal_monitoring,2023-03-28T08:00:00+00:00
+EQ-000000301,FAC-000018,reciprocating_compressor,0.1071,0.1891,1.0,0.3943,medium,increase_monitoring,2023-03-14T01:00:00+00:00
+EQ-000000302,FAC-000018,control_valve,0.1088,0.2548,0.5,0.2421,low,normal_monitoring,2023-03-09T16:00:00+00:00
+EQ-000000303,FAC-000018,positive_displacement_pump,0.0694,0.1776,0.25,0.1341,low,normal_monitoring,2023-03-04T18:00:00+00:00
+EQ-000000304,FAC-000018,centrifugal_pump,0.0911,0.2017,0.25,0.1479,low,normal_monitoring,2023-02-12T18:00:00+00:00
+EQ-000000305,FAC-000018,reciprocating_compressor,0.0886,0.2233,0.5,0.216,low,normal_monitoring,2023-03-12T00:00:00+00:00
+EQ-000000306,FAC-000018,isolation_valve,0.1166,0.2635,0.75,0.2755,medium,normal_monitoring,
+EQ-000000307,FAC-000018,centrifugal_pump,0.1247,0.3187,1.0,0.4137,medium,increase_monitoring,2023-02-05T07:00:00+00:00
+EQ-000000308,FAC-000018,control_valve,0.1363,0.2793,1.0,0.376,medium,increase_monitoring,
+EQ-000000309,FAC-000018,control_valve,0.1273,0.3217,0.75,0.3145,medium,normal_monitoring,
+EQ-000000310,FAC-000019,control_valve,0.2037,0.3614,1.0,0.4275,medium,increase_monitoring,2023-01-25T17:00:00+00:00
+EQ-000000311,FAC-000019,control_valve,0.0961,0.1733,0.5,0.2224,low,normal_monitoring,2023-01-02T16:00:00+00:00
+EQ-000000312,FAC-000019,control_valve,0.145,0.3201,1.0,0.3922,medium,increase_monitoring,2023-03-04T01:00:00+00:00
+EQ-000000313,FAC-000019,control_valve,0.0775,0.1877,0.25,0.0972,low,normal_monitoring,
+EQ-000000314,FAC-000019,isolation_valve,0.1325,0.3191,0.75,0.3047,medium,normal_monitoring,
+EQ-000000315,FAC-000019,reciprocating_compressor,0.1954,0.495,0.75,0.3777,medium,increase_monitoring,2023-03-20T09:00:00+00:00
+EQ-000000316,FAC-000019,isolation_valve,0.1137,0.2539,0.75,0.3164,medium,normal_monitoring,2023-03-23T18:00:00+00:00
+EQ-000000317,FAC-000019,centrifugal_pump,0.1594,0.2912,1.0,0.4125,medium,increase_monitoring,2023-03-14T01:00:00+00:00
+EQ-000000318,FAC-000019,centrifugal_compressor,0.0467,0.0863,0.5,0.2171,low,normal_monitoring,2023-02-21T18:00:00+00:00
+EQ-000000319,FAC-000019,positive_displacement_pump,0.058,0.1187,0.5,0.2075,low,normal_monitoring,
+EQ-000000320,FAC-000019,centrifugal_pump,0.1228,0.2176,0.75,0.2982,medium,normal_monitoring,
+EQ-000000321,FAC-000019,control_valve,0.0062,0.013,0.25,0.1158,low,normal_monitoring,2023-03-21T20:00:00+00:00
+EQ-000000322,FAC-000019,positive_displacement_pump,0.1472,0.2661,0.5,0.2785,medium,normal_monitoring,2023-03-31T19:00:00+00:00
+EQ-000000323,FAC-000019,control_valve,0.101,0.1809,0.75,0.2917,medium,normal_monitoring,
+EQ-000000324,FAC-000019,centrifugal_pump,0.133,0.271,0.75,0.3163,medium,normal_monitoring,2023-03-31T16:00:00+00:00
+EQ-000000325,FAC-000019,reciprocating_compressor,0.0371,0.0957,0.75,0.269,medium,normal_monitoring,
+EQ-000000326,FAC-000019,isolation_valve,0.0502,0.0947,0.5,0.2311,low,normal_monitoring,2023-01-25T20:00:00+00:00
+EQ-000000327,FAC-000020,isolation_valve,0.2295,0.4537,1.0,0.462,medium,increase_monitoring,2023-03-23T02:00:00+00:00
+EQ-000000328,FAC-000020,centrifugal_pump,0.103,0.2549,0.5,0.2303,low,normal_monitoring,2023-01-20T04:00:00+00:00
+EQ-000000329,FAC-000020,reciprocating_compressor,0.0988,0.1885,0.75,0.2787,medium,normal_monitoring,
+EQ-000000330,FAC-000020,isolation_valve,0.1195,0.2323,0.5,0.2075,low,normal_monitoring,
+EQ-000000331,FAC-000020,centrifugal_pump,0.0895,0.1833,0.5,0.214,low,normal_monitoring,
+EQ-000000332,FAC-000020,centrifugal_compressor,0.0105,0.0268,0.25,0.1254,low,normal_monitoring,2023-03-23T08:00:00+00:00
+EQ-000000333,FAC-000020,centrifugal_compressor,0.0713,0.1653,0.5,0.2075,low,normal_monitoring,
+EQ-000000334,FAC-000020,isolation_valve,0.063,0.1135,0.25,0.107,low,normal_monitoring,
+EQ-000000335,FAC-000020,reciprocating_compressor,0.0624,0.1177,0.5,0.201,low,normal_monitoring,
+EQ-000000336,FAC-000020,reciprocating_compressor,0.1162,0.2813,0.75,0.3168,medium,normal_monitoring,2023-02-27T23:00:00+00:00
+EQ-000000337,FAC-000020,control_valve,0.2574,0.657,1.0,0.5383,high,increase_monitoring,2023-03-26T09:00:00+00:00
+EQ-000000338,FAC-000020,reciprocating_compressor,0.0977,0.2307,0.5,0.188,low,normal_monitoring,
+EQ-000000339,FAC-000020,reciprocating_compressor,0.1674,0.4167,1.0,0.3914,medium,increase_monitoring,2023-02-16T00:00:00+00:00

equipment_master.csv ADDED Viewed

	@@ -0,0 +1,340 @@

+equipment_id,facility_id,equipment_type,manufacturer_family,installed_date,equipment_age_years,criticality,rated_capacity,design_margin,normal_operating_pressure_psi,normal_operating_temp_f,maintenance_strategy,sensor_coverage_score,baseline_mtbf_hours
+EQ-000000001,FAC-000001,isolation_valve,NorthStar,2018-04-06,7,critical,10.65,0.2056,1000.75,93.04,time_based,0.7523,4874.54
+EQ-000000002,FAC-000001,centrifugal_pump,CompressTech,2022-12-03,3,critical,3047.35,0.2933,657.35,133.53,time_based,0.5942,3158.03
+EQ-000000003,FAC-000001,centrifugal_pump,HydroMax,2014-07-31,11,critical,2650.09,0.197,508.23,185.51,reactive,0.943,2707.51
+EQ-000000004,FAC-000001,reciprocating_compressor,CompressTech,2012-03-04,13,medium,3152.73,0.1323,1347.22,88.85,condition_based,0.8634,5863.38
+EQ-000000005,FAC-000001,centrifugal_pump,HydroMax,2016-03-16,9,high,2386.25,0.301,734.42,168.46,predictive,0.6135,8191.15
+EQ-000000006,FAC-000001,control_valve,CompressTech,2023-09-07,2,critical,13.05,0.1312,713.29,168.41,condition_based,0.6498,1439.43
+EQ-000000007,FAC-000001,control_valve,HydroMax,2018-07-29,7,medium,4.97,0.1937,397.3,143.26,predictive,0.57,8799.52
+EQ-000000008,FAC-000001,isolation_valve,ValveCore,2017-01-21,8,critical,23.94,0.2256,830.21,283.34,reactive,0.7131,7980.18
+EQ-000000009,FAC-000001,isolation_valve,ValveCore,2018-05-01,7,high,13.97,0.05,667.29,191.9,condition_based,0.2744,7862.8
+EQ-000000010,FAC-000001,isolation_valve,ApexRotary,2021-09-10,4,medium,19.4,0.2082,742.01,229.99,time_based,0.7961,4605.33
+EQ-000000011,FAC-000001,control_valve,CompressTech,2018-12-23,7,medium,15.37,0.3483,675.89,250.12,predictive,0.6769,5271.97
+EQ-000000012,FAC-000001,isolation_valve,ApexRotary,2021-02-21,4,low,20.76,0.2383,480.88,153.33,condition_based,0.6922,4026.42
+EQ-000000013,FAC-000001,centrifugal_pump,TitanFlow,2017-03-10,8,high,1398.0,0.3071,633.41,252.98,condition_based,0.8533,3639.61
+EQ-000000014,FAC-000001,isolation_valve,NorthStar,2016-03-28,9,medium,20.85,0.1716,393.26,122.47,condition_based,0.6035,3662.97
+EQ-000000015,FAC-000001,control_valve,NorthStar,2020-01-23,5,low,13.53,0.2256,908.3,110.03,condition_based,0.8178,1771.08
+EQ-000000016,FAC-000001,positive_displacement_pump,NorthStar,2023-05-22,2,high,1234.31,0.2348,568.58,234.15,time_based,0.6511,4395.95
+EQ-000000017,FAC-000001,centrifugal_compressor,HydroMax,2020-06-10,5,low,12038.8,0.1971,575.92,225.81,condition_based,0.8881,6160.9
+EQ-000000018,FAC-000001,control_valve,ValveCore,2019-01-31,6,high,21.68,0.1962,629.34,216.4,condition_based,0.6209,2814.49
+EQ-000000019,FAC-000002,centrifugal_compressor,TitanFlow,2020-10-05,5,medium,13381.21,0.1447,758.56,63.23,time_based,0.9671,2083.25
+EQ-000000020,FAC-000002,reciprocating_compressor,HydroMax,2017-09-05,8,medium,3886.34,0.2508,721.14,297.28,condition_based,0.8254,2912.32
+EQ-000000021,FAC-000002,control_valve,ValveCore,2010-11-15,15,medium,15.6,0.235,633.68,182.03,condition_based,0.4992,3804.51
+EQ-000000022,FAC-000002,centrifugal_compressor,TitanFlow,2013-08-05,12,high,5705.48,0.2388,356.63,181.19,condition_based,0.5297,5950.87
+EQ-000000023,FAC-000002,control_valve,HydroMax,2014-12-15,11,critical,17.1,0.2558,779.13,97.77,condition_based,0.6535,5709.03
+EQ-000000024,FAC-000002,centrifugal_pump,CompressTech,2022-05-25,3,medium,3733.5,0.1871,400.26,40.0,time_based,0.9815,3751.03
+EQ-000000025,FAC-000002,centrifugal_compressor,ValveCore,2016-11-21,9,medium,9481.49,0.2086,234.64,175.69,predictive,0.6343,5413.49
+EQ-000000026,FAC-000002,centrifugal_pump,NorthStar,2020-08-14,5,medium,2650.79,0.2135,262.24,196.33,condition_based,0.2333,2433.12
+EQ-000000027,FAC-000002,positive_displacement_pump,CompressTech,2022-10-01,3,critical,855.05,0.1783,529.8,136.7,time_based,0.8254,4826.67
+EQ-000000028,FAC-000002,control_valve,ApexRotary,2024-12-15,1,high,8.87,0.309,402.6,161.3,reactive,0.4565,5552.17
+EQ-000000029,FAC-000002,centrifugal_pump,NorthStar,2022-06-23,3,high,1620.18,0.1382,920.72,40.0,time_based,0.5129,2620.53
+EQ-000000030,FAC-000002,control_valve,ValveCore,2018-04-21,7,low,11.25,0.0904,890.42,242.2,condition_based,0.2628,5254.53
+EQ-000000031,FAC-000002,isolation_valve,CompressTech,2008-06-19,17,critical,30.29,0.2884,756.21,246.23,time_based,0.7107,4381.39
+EQ-000000032,FAC-000002,centrifugal_pump,NorthStar,2008-12-15,17,medium,3929.54,0.1325,664.49,80.33,reactive,0.5308,4696.11
+EQ-000000033,FAC-000003,control_valve,NorthStar,2020-11-06,5,low,7.0,0.2997,896.2,167.53,condition_based,0.4703,6714.28
+EQ-000000034,FAC-000003,isolation_valve,HydroMax,2015-05-10,10,low,14.53,0.2449,708.59,182.76,predictive,0.8315,1935.31
+EQ-000000035,FAC-000003,reciprocating_compressor,CompressTech,2023-02-22,2,critical,7998.3,0.1598,571.7,257.79,condition_based,0.6411,4067.62
+EQ-000000036,FAC-000003,control_valve,HydroMax,2017-08-24,8,medium,9.17,0.2225,653.36,186.88,condition_based,0.5675,3161.26
+EQ-000000037,FAC-000003,centrifugal_pump,ApexRotary,2021-02-14,4,high,2154.1,0.0686,647.04,150.64,condition_based,0.5293,2585.75
+EQ-000000038,FAC-000003,centrifugal_pump,ApexRotary,2022-07-21,3,medium,3558.21,0.2231,901.84,121.06,condition_based,0.6772,3976.17
+EQ-000000039,FAC-000003,centrifugal_pump,NorthStar,2015-10-29,10,medium,4251.25,0.2644,886.98,240.24,predictive,0.3392,3701.45
+EQ-000000040,FAC-000003,centrifugal_compressor,TitanFlow,2011-10-31,14,medium,8349.65,0.2205,929.67,272.08,time_based,0.7596,6085.76
+EQ-000000041,FAC-000003,centrifugal_compressor,HydroMax,2019-08-21,6,critical,794.34,0.05,758.42,196.04,time_based,0.6882,4226.77
+EQ-000000042,FAC-000003,reciprocating_compressor,ApexRotary,2018-03-18,7,low,3316.41,0.2939,582.13,158.1,time_based,0.8843,3557.52
+EQ-000000043,FAC-000003,control_valve,ValveCore,2017-07-22,8,high,13.5,0.2683,534.13,221.59,predictive,0.8442,5837.54
+EQ-000000044,FAC-000003,control_valve,ValveCore,2011-11-19,14,low,9.08,0.2736,831.5,189.62,time_based,0.9582,2754.97
+EQ-000000045,FAC-000003,centrifugal_pump,ValveCore,2018-06-05,7,high,2213.69,0.1908,658.65,164.7,time_based,0.8541,3388.95
+EQ-000000046,FAC-000003,reciprocating_compressor,NorthStar,2013-03-15,12,high,7058.23,0.159,520.96,200.27,predictive,0.7633,11812.99
+EQ-000000047,FAC-000003,control_valve,NorthStar,2021-06-08,4,critical,12.47,0.3106,635.54,95.32,condition_based,0.8345,3841.8
+EQ-000000048,FAC-000003,centrifugal_compressor,NorthStar,2019-10-04,6,medium,9682.51,0.2546,676.49,138.46,reactive,0.518,4245.32
+EQ-000000049,FAC-000003,isolation_valve,ApexRotary,2018-10-19,7,medium,20.97,0.2691,774.72,93.67,condition_based,0.2912,7900.71
+EQ-000000050,FAC-000003,reciprocating_compressor,ApexRotary,2020-10-12,5,low,4921.97,0.256,470.04,149.67,reactive,0.6729,1752.98
+EQ-000000051,FAC-000004,positive_displacement_pump,HydroMax,2013-09-14,12,high,708.77,0.3575,169.63,129.69,condition_based,0.8088,6520.34
+EQ-000000052,FAC-000004,centrifugal_pump,ValveCore,2016-07-15,9,medium,2022.74,0.125,588.89,67.02,condition_based,0.3006,3631.11
+EQ-000000053,FAC-000004,control_valve,NorthStar,2020-11-04,5,medium,11.66,0.2534,855.12,112.99,reactive,0.7385,5472.25
+EQ-000000054,FAC-000004,reciprocating_compressor,ApexRotary,2017-02-12,8,high,8636.78,0.3388,332.59,133.4,time_based,0.7872,2923.7
+EQ-000000055,FAC-000004,centrifugal_pump,ApexRotary,2019-08-08,6,low,3253.75,0.05,967.99,162.11,condition_based,0.8569,5744.86
+EQ-000000056,FAC-000004,centrifugal_compressor,NorthStar,2016-05-10,9,high,9915.63,0.2221,798.37,265.87,predictive,0.6584,4352.71
+EQ-000000057,FAC-000004,reciprocating_compressor,HydroMax,2016-01-15,9,high,4224.94,0.1697,640.75,278.08,time_based,0.6702,4143.04
+EQ-000000058,FAC-000004,centrifugal_pump,ApexRotary,2019-01-11,6,critical,3062.77,0.1701,506.06,270.3,condition_based,0.9584,5909.12
+EQ-000000059,FAC-000004,centrifugal_pump,ValveCore,2022-10-16,3,high,1372.56,0.05,852.92,62.58,predictive,0.5181,1451.87
+EQ-000000060,FAC-000004,isolation_valve,TitanFlow,2015-10-16,10,low,25.4,0.2844,746.95,201.75,predictive,0.8939,3073.54
+EQ-000000061,FAC-000004,control_valve,ApexRotary,2019-10-28,6,medium,15.87,0.0698,860.37,182.56,condition_based,0.7612,3866.88
+EQ-000000062,FAC-000004,positive_displacement_pump,ApexRotary,2020-08-14,5,medium,618.32,0.2113,784.95,81.03,reactive,0.6905,3418.7
+EQ-000000063,FAC-000004,positive_displacement_pump,TitanFlow,2017-05-03,8,critical,979.08,0.3263,880.3,66.54,predictive,0.7333,5343.05
+EQ-000000064,FAC-000005,centrifugal_compressor,CompressTech,2016-06-10,9,low,9263.71,0.1331,430.2,121.33,condition_based,0.5142,5386.92
+EQ-000000065,FAC-000005,centrifugal_compressor,NorthStar,2020-03-18,5,high,9716.54,0.2193,549.48,309.93,predictive,0.8937,6425.99
+EQ-000000066,FAC-000005,centrifugal_compressor,CompressTech,2020-03-28,5,medium,6447.96,0.2937,828.92,147.39,time_based,0.5297,3516.44
+EQ-000000067,FAC-000005,centrifugal_compressor,HydroMax,2020-12-27,5,low,8596.72,0.4061,576.42,126.44,reactive,0.7968,4032.06
+EQ-000000068,FAC-000005,reciprocating_compressor,CompressTech,2015-12-19,10,critical,4133.99,0.2232,323.54,72.24,condition_based,0.7017,3904.48
+EQ-000000069,FAC-000005,positive_displacement_pump,NorthStar,2023-03-03,2,high,652.33,0.2822,860.73,75.75,time_based,0.7105,2696.97
+EQ-000000070,FAC-000005,centrifugal_pump,HydroMax,2012-10-12,13,medium,2774.38,0.2464,769.69,40.0,condition_based,0.8364,6161.98
+EQ-000000071,FAC-000005,control_valve,TitanFlow,2020-03-05,5,high,17.25,0.2013,548.13,235.13,reactive,0.5633,4817.18
+EQ-000000072,FAC-000005,control_valve,HydroMax,2007-11-21,18,critical,15.0,0.2872,624.81,253.65,predictive,0.3265,2190.39
+EQ-000000073,FAC-000005,centrifugal_pump,ApexRotary,2007-04-01,18,medium,2189.35,0.1886,454.02,90.46,time_based,0.5779,2172.03
+EQ-000000074,FAC-000005,positive_displacement_pump,NorthStar,2019-10-19,6,critical,746.77,0.2477,613.27,200.76,reactive,0.9711,2797.0
+EQ-000000075,FAC-000005,control_valve,CompressTech,2018-01-06,7,critical,9.08,0.3462,636.82,238.62,time_based,0.2756,4591.72
+EQ-000000076,FAC-000005,centrifugal_compressor,HydroMax,2009-05-20,16,medium,10489.96,0.0778,467.55,202.53,condition_based,0.7343,1580.34
+EQ-000000077,FAC-000005,centrifugal_pump,HydroMax,2022-01-12,3,critical,3416.17,0.0788,651.99,151.75,condition_based,0.8054,2260.44
+EQ-000000078,FAC-000005,control_valve,NorthStar,2008-03-21,17,high,9.22,0.2011,743.23,50.61,condition_based,0.865,9002.71
+EQ-000000079,FAC-000005,centrifugal_compressor,CompressTech,2020-10-03,5,critical,4525.45,0.256,262.39,229.25,condition_based,0.8645,3374.89
+EQ-000000080,FAC-000005,control_valve,TitanFlow,2022-06-25,3,high,12.99,0.2076,522.35,83.81,condition_based,0.9106,2634.0
+EQ-000000081,FAC-000005,isolation_valve,HydroMax,2012-12-14,13,critical,15.28,0.1735,803.84,157.64,predictive,0.7848,2411.2
+EQ-000000082,FAC-000006,centrifugal_pump,ValveCore,2023-09-12,2,high,4134.5,0.2127,598.55,71.27,time_based,0.7993,4432.71
+EQ-000000083,FAC-000006,centrifugal_pump,CompressTech,2018-07-22,7,medium,2930.6,0.2914,501.45,122.34,condition_based,0.5539,2743.8
+EQ-000000084,FAC-000006,centrifugal_pump,CompressTech,2019-03-06,6,medium,1839.03,0.1466,541.67,169.68,time_based,0.7936,4621.53
+EQ-000000085,FAC-000006,isolation_valve,NorthStar,2021-06-02,4,critical,12.1,0.0926,893.72,57.21,reactive,0.9468,3686.86
+EQ-000000086,FAC-000006,centrifugal_pump,ValveCore,2015-01-25,10,medium,2123.44,0.2582,659.53,227.45,predictive,0.3849,3483.9
+EQ-000000087,FAC-000006,centrifugal_compressor,HydroMax,2013-01-27,12,critical,10804.76,0.2739,1024.12,108.05,predictive,0.8981,5393.98
+EQ-000000088,FAC-000006,control_valve,NorthStar,2018-12-14,7,critical,8.4,0.1152,657.85,92.31,reactive,0.7194,5609.9
+EQ-000000089,FAC-000006,centrifugal_pump,TitanFlow,2015-05-21,10,low,2356.65,0.3019,687.74,151.41,predictive,0.4948,3265.6
+EQ-000000090,FAC-000006,control_valve,ApexRotary,2015-08-26,10,medium,19.24,0.1835,168.11,182.34,condition_based,0.6219,3044.42
+EQ-000000091,FAC-000006,isolation_valve,TitanFlow,2015-05-27,10,critical,20.72,0.3057,618.79,205.24,predictive,0.7673,3047.93
+EQ-000000092,FAC-000006,control_valve,CompressTech,2022-04-21,3,high,1.0,0.1325,188.84,238.38,condition_based,0.732,5753.82
+EQ-000000093,FAC-000006,centrifugal_pump,TitanFlow,2019-07-13,6,medium,1766.29,0.1559,672.76,85.19,predictive,0.774,2933.9
+EQ-000000094,FAC-000006,control_valve,ApexRotary,2014-10-27,11,critical,9.38,0.1971,689.44,123.37,time_based,0.5765,4075.64
+EQ-000000095,FAC-000006,control_valve,NorthStar,2021-07-21,4,low,12.42,0.2374,767.28,176.09,condition_based,0.8153,4597.74
+EQ-000000096,FAC-000006,control_valve,ValveCore,2016-07-04,9,medium,14.18,0.2443,522.6,308.92,reactive,0.5572,6778.59
+EQ-000000097,FAC-000006,centrifugal_pump,ValveCore,2012-03-23,13,critical,3510.47,0.2327,491.53,202.82,predictive,0.6675,2416.17
+EQ-000000098,FAC-000006,control_valve,NorthStar,2022-06-11,3,low,10.09,0.2291,538.99,229.78,condition_based,0.6145,3069.76
+EQ-000000099,FAC-000006,control_valve,CompressTech,2013-05-02,12,medium,12.41,0.4486,662.91,202.9,predictive,0.1899,4961.53
+EQ-000000100,FAC-000006,control_valve,ApexRotary,2018-03-09,7,medium,14.12,0.1991,512.32,81.4,time_based,0.8355,4976.91
+EQ-000000101,FAC-000006,centrifugal_pump,TitanFlow,2014-07-14,11,high,3369.05,0.2704,846.5,171.15,condition_based,0.7349,3134.41
+EQ-000000102,FAC-000006,centrifugal_pump,NorthStar,2018-07-19,7,low,2064.75,0.2929,767.45,148.15,predictive,0.5741,4309.47
+EQ-000000103,FAC-000006,control_valve,CompressTech,2021-12-31,4,medium,20.83,0.407,727.78,113.08,time_based,0.6633,4064.78
+EQ-000000104,FAC-000007,centrifugal_pump,ApexRotary,2019-08-18,6,medium,1888.44,0.2785,391.86,179.58,time_based,0.6162,3398.04
+EQ-000000105,FAC-000007,centrifugal_pump,HydroMax,2017-04-29,8,medium,3038.41,0.1519,578.08,85.92,predictive,0.6096,3616.16
+EQ-000000106,FAC-000007,positive_displacement_pump,NorthStar,2016-07-17,9,medium,499.41,0.2639,426.54,100.06,time_based,0.7351,3864.69
+EQ-000000107,FAC-000007,control_valve,HydroMax,2010-04-21,15,high,14.42,0.2689,839.69,228.67,time_based,0.8302,4059.48
+EQ-000000108,FAC-000007,isolation_valve,TitanFlow,2012-11-09,13,high,13.24,0.2663,716.55,196.53,time_based,0.6995,4161.28
+EQ-000000109,FAC-000007,isolation_valve,ApexRotary,2019-05-23,6,low,9.64,0.0934,636.87,240.77,predictive,0.9736,2574.4
+EQ-000000110,FAC-000007,control_valve,NorthStar,2020-09-24,5,medium,2.49,0.2831,598.57,44.99,predictive,0.6331,4461.7
+EQ-000000111,FAC-000007,centrifugal_compressor,CompressTech,2020-11-29,5,medium,12093.83,0.2567,817.4,313.03,condition_based,0.2786,3536.26
+EQ-000000112,FAC-000007,isolation_valve,HydroMax,2022-03-28,3,medium,16.16,0.1852,531.63,290.8,condition_based,0.6935,7516.75
+EQ-000000113,FAC-000007,reciprocating_compressor,NorthStar,2015-03-31,10,medium,5067.36,0.3112,77.99,198.59,predictive,0.6864,2203.82
+EQ-000000114,FAC-000007,centrifugal_pump,HydroMax,2024-02-28,1,high,2082.19,0.2048,604.74,217.76,predictive,0.4284,5561.63
+EQ-000000115,FAC-000007,isolation_valve,TitanFlow,2013-02-07,12,critical,18.9,0.3456,565.46,196.22,condition_based,0.8573,5891.94
+EQ-000000116,FAC-000007,centrifugal_pump,CompressTech,2020-12-12,5,high,2402.44,0.2131,839.68,65.36,time_based,0.9391,6779.78
+EQ-000000117,FAC-000007,isolation_valve,CompressTech,2015-05-23,10,high,15.35,0.1843,717.48,119.66,condition_based,0.9392,3644.86
+EQ-000000118,FAC-000007,reciprocating_compressor,HydroMax,2014-04-14,11,high,7275.95,0.1694,91.5,44.02,condition_based,0.8066,10248.55
+EQ-000000119,FAC-000007,centrifugal_compressor,HydroMax,2018-10-27,7,critical,8320.67,0.1414,888.93,156.57,predictive,0.6338,12626.12
+EQ-000000120,FAC-000008,isolation_valve,HydroMax,2010-05-01,15,high,21.25,0.2997,207.83,40.42,time_based,0.7521,3056.07
+EQ-000000121,FAC-000008,centrifugal_pump,ValveCore,2018-06-21,7,critical,3062.66,0.2229,700.81,214.54,reactive,0.8098,4055.69
+EQ-000000122,FAC-000008,control_valve,HydroMax,2021-10-06,4,medium,11.99,0.3073,620.7,40.0,time_based,0.7657,5184.72
+EQ-000000123,FAC-000008,control_valve,ApexRotary,2012-08-20,13,high,15.62,0.2844,509.24,165.71,predictive,0.775,3866.89
+EQ-000000124,FAC-000008,reciprocating_compressor,TitanFlow,2022-05-15,3,medium,4632.83,0.2396,608.01,232.97,predictive,0.3408,5020.3
+EQ-000000125,FAC-000008,isolation_valve,CompressTech,2022-01-31,3,medium,30.12,0.2113,149.59,190.29,time_based,0.1792,4918.51
+EQ-000000126,FAC-000008,reciprocating_compressor,ApexRotary,2009-01-08,16,medium,6203.23,0.4018,1003.62,176.89,condition_based,0.8629,7527.99
+EQ-000000127,FAC-000008,centrifugal_pump,TitanFlow,2012-11-03,13,high,2426.08,0.2699,1168.08,195.54,condition_based,0.2633,1893.56
+EQ-000000128,FAC-000008,centrifugal_pump,ValveCore,2021-04-08,4,critical,3699.62,0.2862,249.67,218.54,time_based,0.7603,6252.64
+EQ-000000129,FAC-000008,reciprocating_compressor,CompressTech,2020-04-07,5,high,4616.76,0.3373,639.82,170.86,predictive,0.4963,5646.71
+EQ-000000130,FAC-000008,reciprocating_compressor,TitanFlow,2023-07-01,2,high,5359.35,0.3358,1043.68,131.61,condition_based,0.9792,2989.14
+EQ-000000131,FAC-000008,control_valve,ApexRotary,2007-09-16,18,high,13.8,0.1862,554.11,147.36,reactive,0.3726,5186.34
+EQ-000000132,FAC-000008,centrifugal_pump,NorthStar,2014-11-01,11,medium,3830.91,0.1648,683.88,50.83,reactive,0.9307,4119.16
+EQ-000000133,FAC-000008,isolation_valve,TitanFlow,2010-06-04,15,medium,20.36,0.2868,700.61,153.55,predictive,0.2331,5691.58
+EQ-000000134,FAC-000008,isolation_valve,NorthStar,2014-09-12,11,high,18.97,0.3232,693.12,126.95,condition_based,0.2906,2588.32
+EQ-000000135,FAC-000008,centrifugal_compressor,ValveCore,2014-07-24,11,high,15883.08,0.1518,450.43,49.54,time_based,0.8492,5795.87
+EQ-000000136,FAC-000009,centrifugal_pump,TitanFlow,2014-01-14,11,low,2596.79,0.1644,521.96,222.79,time_based,0.3279,5845.08
+EQ-000000137,FAC-000009,reciprocating_compressor,NorthStar,2015-04-03,10,medium,6389.46,0.1391,491.34,197.57,time_based,0.726,3320.22
+EQ-000000138,FAC-000009,reciprocating_compressor,ApexRotary,2018-06-26,7,high,6580.97,0.2659,587.69,228.04,time_based,0.5357,1892.14
+EQ-000000139,FAC-000009,centrifugal_pump,ValveCore,2016-09-11,9,medium,2015.69,0.103,830.69,219.81,time_based,0.8664,4028.58
+EQ-000000140,FAC-000009,centrifugal_compressor,TitanFlow,2018-07-28,7,medium,6212.07,0.2114,705.36,242.76,time_based,0.5697,3199.9
+EQ-000000141,FAC-000009,isolation_valve,TitanFlow,2022-03-24,3,low,17.07,0.1542,635.36,173.2,condition_based,0.4575,15290.75
+EQ-000000142,FAC-000009,isolation_valve,ApexRotary,2017-05-09,8,low,21.43,0.0684,111.72,79.06,condition_based,0.5229,5802.25
+EQ-000000143,FAC-000009,centrifugal_compressor,NorthStar,2008-09-09,17,medium,6710.84,0.2125,496.83,121.89,predictive,0.5046,5940.75
+EQ-000000144,FAC-000009,positive_displacement_pump,CompressTech,2019-04-30,6,critical,615.73,0.2635,1103.1,164.93,condition_based,0.4863,2756.46
+EQ-000000145,FAC-000009,centrifugal_pump,ValveCore,2017-03-08,8,high,2690.65,0.112,470.93,221.53,reactive,0.5883,3086.2
+EQ-000000146,FAC-000009,centrifugal_pump,ApexRotary,2023-10-04,2,high,2520.78,0.3135,831.17,145.85,condition_based,0.2718,4570.76
+EQ-000000147,FAC-000009,reciprocating_compressor,ApexRotary,2015-02-06,10,high,2940.08,0.3825,896.73,161.54,time_based,0.5573,2404.94
+EQ-000000148,FAC-000009,control_valve,ApexRotary,2020-10-22,5,high,11.64,0.1842,1030.64,179.43,condition_based,0.7598,3450.01
+EQ-000000149,FAC-000009,control_valve,HydroMax,2019-05-08,6,critical,10.66,0.1988,176.32,233.92,time_based,0.8083,4446.35
+EQ-000000150,FAC-000009,positive_displacement_pump,HydroMax,2022-09-07,3,low,1014.3,0.159,653.18,212.82,time_based,0.5968,2524.02
+EQ-000000151,FAC-000009,isolation_valve,CompressTech,2020-03-30,5,high,12.99,0.1488,698.2,140.72,time_based,0.5276,2857.26
+EQ-000000152,FAC-000009,control_valve,TitanFlow,2021-06-08,4,high,10.23,0.2359,690.92,146.15,time_based,0.4089,6068.09
+EQ-000000153,FAC-000009,isolation_valve,NorthStar,2016-07-11,9,medium,17.95,0.1827,705.07,131.04,predictive,0.8755,6355.98
+EQ-000000154,FAC-000009,isolation_valve,CompressTech,2010-07-15,15,high,11.2,0.2673,524.66,215.78,time_based,0.5535,2457.08
+EQ-000000155,FAC-000010,centrifugal_pump,ValveCore,2023-10-16,2,high,3873.59,0.1201,694.52,209.7,reactive,0.7203,3118.23
+EQ-000000156,FAC-000010,isolation_valve,ValveCore,2016-01-14,9,high,14.84,0.263,604.58,362.06,reactive,0.6555,4032.55
+EQ-000000157,FAC-000010,isolation_valve,ApexRotary,2019-08-23,6,low,17.2,0.1989,482.43,161.65,predictive,0.8336,2927.94
+EQ-000000158,FAC-000010,centrifugal_compressor,NorthStar,2013-08-07,12,critical,11175.06,0.289,800.51,189.7,condition_based,0.3713,2381.45
+EQ-000000159,FAC-000010,isolation_valve,ValveCore,2022-09-10,3,medium,13.07,0.3047,600.45,231.61,condition_based,0.6726,5065.28
+EQ-000000160,FAC-000010,isolation_valve,HydroMax,2023-07-17,2,low,18.25,0.3014,333.94,243.54,condition_based,0.7695,1949.78
+EQ-000000161,FAC-000010,centrifugal_pump,TitanFlow,2007-03-18,18,low,1722.61,0.2896,780.99,236.33,time_based,0.6156,4717.37
+EQ-000000162,FAC-000010,centrifugal_pump,TitanFlow,2018-12-10,7,high,2786.41,0.1076,561.11,187.23,time_based,0.8602,2673.87
+EQ-000000163,FAC-000010,control_valve,HydroMax,2018-09-05,7,high,1.0,0.1939,559.47,40.41,reactive,0.8715,8798.36
+EQ-000000164,FAC-000010,isolation_valve,ApexRotary,2019-08-11,6,high,9.85,0.2026,531.26,201.01,reactive,0.7584,4508.17
+EQ-000000165,FAC-000010,centrifugal_compressor,TitanFlow,2019-01-26,6,high,10971.24,0.1845,805.43,153.68,reactive,0.8079,6814.55
+EQ-000000166,FAC-000010,centrifugal_pump,ValveCore,2021-08-05,4,critical,2233.82,0.1661,654.56,162.75,reactive,0.6899,5192.43
+EQ-000000167,FAC-000010,centrifugal_pump,ValveCore,2017-08-28,8,medium,2204.06,0.2342,429.91,169.22,predictive,0.8133,3258.38
+EQ-000000168,FAC-000010,control_valve,HydroMax,2018-11-10,7,medium,2.96,0.2224,722.74,173.11,time_based,0.5854,3276.52
+EQ-000000169,FAC-000011,isolation_valve,CompressTech,2011-12-03,14,medium,29.27,0.2181,278.18,131.8,time_based,0.6596,5445.03
+EQ-000000170,FAC-000011,control_valve,CompressTech,2014-06-19,11,critical,13.6,0.1202,1051.07,197.07,condition_based,0.9135,4466.46
+EQ-000000171,FAC-000011,reciprocating_compressor,ValveCore,2019-12-24,6,high,7465.43,0.3051,1325.47,189.39,condition_based,0.6207,7627.06
+EQ-000000172,FAC-000011,centrifugal_compressor,ValveCore,2014-03-19,11,low,14390.04,0.2237,560.37,236.89,time_based,0.7328,2177.32
+EQ-000000173,FAC-000011,centrifugal_pump,NorthStar,2020-07-23,5,high,3113.04,0.2281,334.39,75.22,condition_based,0.9765,6268.47
+EQ-000000174,FAC-000011,control_valve,TitanFlow,2017-12-07,8,high,6.76,0.2215,863.44,228.36,condition_based,0.6668,4392.24
+EQ-000000175,FAC-000011,centrifugal_pump,CompressTech,2019-05-20,6,low,1687.99,0.2015,591.55,250.94,predictive,0.2745,5105.33
+EQ-000000176,FAC-000011,reciprocating_compressor,ValveCore,2015-01-03,11,medium,6070.81,0.2152,807.64,117.72,reactive,0.8077,4972.03
+EQ-000000177,FAC-000011,positive_displacement_pump,NorthStar,2019-10-06,6,critical,1140.3,0.295,857.14,112.08,condition_based,0.6612,3220.83
+EQ-000000178,FAC-000011,centrifugal_pump,ApexRotary,2020-04-17,5,high,2983.18,0.2031,789.49,111.29,reactive,0.7274,8554.13
+EQ-000000179,FAC-000011,positive_displacement_pump,TitanFlow,2022-02-03,3,low,962.72,0.0682,694.65,201.24,time_based,0.7403,4816.39
+EQ-000000180,FAC-000011,control_valve,CompressTech,2011-12-14,14,medium,9.81,0.1899,547.39,127.88,condition_based,0.6183,5934.64
+EQ-000000181,FAC-000011,control_valve,NorthStar,2022-12-02,3,medium,14.58,0.2306,856.82,242.45,reactive,0.6728,2918.9
+EQ-000000182,FAC-000011,reciprocating_compressor,ValveCore,2014-11-05,11,critical,6509.28,0.1678,608.85,81.1,time_based,0.9368,8511.78
+EQ-000000183,FAC-000011,isolation_valve,HydroMax,2012-03-21,13,high,15.64,0.2405,822.58,205.51,predictive,0.8123,4256.71
+EQ-000000184,FAC-000011,positive_displacement_pump,TitanFlow,2020-12-29,5,medium,707.79,0.259,786.12,40.0,time_based,0.7747,4374.13
+EQ-000000185,FAC-000011,positive_displacement_pump,ApexRotary,2018-05-23,7,high,637.93,0.328,629.45,40.0,reactive,0.8798,2707.93
+EQ-000000186,FAC-000011,centrifugal_compressor,ValveCore,2022-06-18,3,high,8500.0,0.2086,762.91,208.43,time_based,0.8298,5099.39
+EQ-000000187,FAC-000011,centrifugal_pump,HydroMax,2013-09-13,12,low,2539.27,0.2706,709.28,117.18,condition_based,0.8745,3446.21
+EQ-000000188,FAC-000011,isolation_valve,NorthStar,2015-09-22,10,medium,7.75,0.0867,475.54,249.46,reactive,0.4757,3433.64
+EQ-000000189,FAC-000012,isolation_valve,CompressTech,2016-08-18,9,high,19.82,0.294,872.61,213.78,reactive,0.3997,2854.77
+EQ-000000190,FAC-000012,positive_displacement_pump,HydroMax,2017-05-14,8,low,278.56,0.1227,660.23,280.78,reactive,0.6972,2274.69
+EQ-000000191,FAC-000012,centrifugal_compressor,TitanFlow,2024-03-01,1,high,6903.5,0.2441,50.0,110.94,time_based,0.6309,3390.46
+EQ-000000192,FAC-000012,control_valve,HydroMax,2018-09-22,7,high,11.75,0.3186,599.43,143.61,condition_based,0.7364,2817.64
+EQ-000000193,FAC-000012,control_valve,ValveCore,2016-10-10,9,high,13.13,0.1094,721.05,285.28,time_based,0.1,3009.19
+EQ-000000194,FAC-000012,centrifugal_pump,TitanFlow,2017-09-03,8,medium,1349.26,0.2516,821.39,88.06,reactive,0.6823,4261.45
+EQ-000000195,FAC-000012,isolation_valve,NorthStar,2020-04-16,5,medium,11.26,0.1809,727.69,245.33,reactive,0.7607,3118.6
+EQ-000000196,FAC-000012,control_valve,ApexRotary,2016-04-16,9,critical,14.51,0.2457,809.01,66.05,reactive,0.8003,2732.43
+EQ-000000197,FAC-000012,control_valve,NorthStar,2014-01-06,11,high,6.72,0.2377,727.54,144.45,condition_based,0.622,2328.22
+EQ-000000198,FAC-000012,centrifugal_pump,ValveCore,2017-08-14,8,high,1602.17,0.2576,1005.31,172.49,condition_based,0.3738,7327.02
+EQ-000000199,FAC-000012,control_valve,CompressTech,2013-10-30,12,high,21.54,0.1592,499.05,111.12,predictive,0.8572,3017.72
+EQ-000000200,FAC-000012,centrifugal_compressor,HydroMax,2016-03-29,9,critical,13762.22,0.2437,589.08,213.38,time_based,0.7765,3015.48
+EQ-000000201,FAC-000012,control_valve,NorthStar,2019-05-03,6,high,8.37,0.2682,892.8,149.03,predictive,0.3604,10832.53
+EQ-000000202,FAC-000012,isolation_valve,TitanFlow,2012-06-03,13,high,25.0,0.3578,622.87,263.07,predictive,0.615,2392.82
+EQ-000000203,FAC-000012,reciprocating_compressor,HydroMax,2018-03-15,7,medium,5814.23,0.267,476.1,175.51,condition_based,0.7144,3969.95
+EQ-000000204,FAC-000012,control_valve,ApexRotary,2006-12-16,19,high,11.34,0.2121,520.02,202.19,time_based,0.6868,4688.53
+EQ-000000205,FAC-000012,centrifugal_pump,HydroMax,2016-01-08,9,medium,1965.85,0.2024,611.53,257.03,predictive,0.6729,3414.58
+EQ-000000206,FAC-000013,centrifugal_compressor,ApexRotary,2013-02-05,12,critical,7764.32,0.4021,466.31,87.98,reactive,0.2917,3857.37
+EQ-000000207,FAC-000013,centrifugal_pump,NorthStar,2016-10-11,9,high,1838.59,0.2224,784.04,123.22,time_based,0.3934,3144.22
+EQ-000000208,FAC-000013,centrifugal_pump,TitanFlow,2014-06-12,11,medium,3122.74,0.2029,894.12,115.18,condition_based,0.7798,4604.07
+EQ-000000209,FAC-000013,centrifugal_pump,NorthStar,2021-08-02,4,high,2375.8,0.3796,234.01,139.27,time_based,0.8268,4923.15
+EQ-000000210,FAC-000013,reciprocating_compressor,CompressTech,2023-01-28,2,medium,3347.25,0.129,627.41,197.74,condition_based,0.8497,3413.29
+EQ-000000211,FAC-000013,centrifugal_pump,ApexRotary,2020-01-28,5,medium,715.08,0.2507,561.78,117.71,predictive,0.7017,7234.11
+EQ-000000212,FAC-000013,reciprocating_compressor,ApexRotary,2022-04-12,3,critical,2317.33,0.3312,652.12,222.7,time_based,0.5937,4000.23
+EQ-000000213,FAC-000013,reciprocating_compressor,ApexRotary,2024-04-28,1,high,4881.69,0.45,484.56,192.22,reactive,0.738,5687.08
+EQ-000000214,FAC-000013,centrifugal_pump,CompressTech,2017-06-21,8,medium,3544.93,0.1521,469.51,179.44,predictive,0.8067,3780.31
+EQ-000000215,FAC-000013,centrifugal_pump,TitanFlow,2013-02-13,12,high,938.97,0.2433,537.97,221.41,condition_based,0.568,3915.4
+EQ-000000216,FAC-000013,centrifugal_pump,HydroMax,2015-10-17,10,medium,2835.41,0.1433,50.0,216.86,time_based,0.7645,4004.74
+EQ-000000217,FAC-000013,control_valve,ApexRotary,2019-07-02,6,high,17.13,0.3542,543.59,236.25,condition_based,0.6131,10183.27
+EQ-000000218,FAC-000013,centrifugal_pump,ValveCore,2018-06-30,7,medium,2777.35,0.1766,1375.71,118.47,time_based,0.6706,6561.19
+EQ-000000219,FAC-000013,centrifugal_compressor,NorthStar,2022-09-24,3,medium,10616.53,0.2321,656.97,148.76,reactive,0.8487,4917.49
+EQ-000000220,FAC-000013,reciprocating_compressor,HydroMax,2011-04-14,14,low,5642.3,0.1599,562.97,135.89,predictive,0.7804,1688.69
+EQ-000000221,FAC-000013,centrifugal_pump,TitanFlow,2013-08-03,12,medium,2347.71,0.2901,286.7,156.4,condition_based,0.4426,3163.25
+EQ-000000222,FAC-000013,positive_displacement_pump,TitanFlow,2018-10-16,7,high,902.75,0.1461,710.07,169.29,time_based,0.5606,3171.77
+EQ-000000223,FAC-000013,centrifugal_pump,NorthStar,2008-02-25,17,medium,3579.54,0.2797,610.44,108.65,reactive,0.5112,5833.92
+EQ-000000224,FAC-000013,isolation_valve,ValveCore,2009-12-29,16,high,9.66,0.0876,740.71,289.02,reactive,0.8701,4865.48
+EQ-000000225,FAC-000013,centrifugal_compressor,CompressTech,2018-02-23,7,medium,12921.02,0.1585,327.38,191.4,condition_based,0.8886,4624.33
+EQ-000000226,FAC-000013,isolation_valve,NorthStar,2016-03-02,9,medium,21.23,0.1546,469.95,281.07,condition_based,0.5543,5816.35
+EQ-000000227,FAC-000013,isolation_valve,NorthStar,2021-08-08,4,high,18.35,0.2542,1072.29,106.27,time_based,0.8245,1713.01
+EQ-000000228,FAC-000014,isolation_valve,NorthStar,2017-03-14,8,high,13.79,0.1466,587.03,153.99,condition_based,0.4276,3955.9
+EQ-000000229,FAC-000014,centrifugal_compressor,ApexRotary,2022-01-17,3,medium,5675.5,0.2351,993.55,224.06,time_based,0.8334,2880.98
+EQ-000000230,FAC-000014,positive_displacement_pump,ApexRotary,2021-11-23,4,critical,286.8,0.2309,888.79,120.96,condition_based,0.4799,5136.88
+EQ-000000231,FAC-000014,reciprocating_compressor,ApexRotary,2017-04-22,8,low,6301.93,0.2343,757.02,158.33,condition_based,0.5574,2901.06
+EQ-000000232,FAC-000014,centrifugal_pump,HydroMax,2017-01-11,8,high,3146.8,0.2605,240.41,135.2,time_based,0.8506,4928.03
+EQ-000000233,FAC-000014,centrifugal_pump,ValveCore,2018-10-27,7,medium,2194.29,0.2646,695.51,96.24,reactive,0.5125,3542.09
+EQ-000000234,FAC-000014,positive_displacement_pump,NorthStar,2015-06-04,10,medium,46.91,0.2254,1091.48,190.26,time_based,0.8914,2192.17
+EQ-000000235,FAC-000014,centrifugal_pump,TitanFlow,2019-02-03,6,critical,2766.25,0.1709,645.44,162.25,predictive,0.6522,2844.82
+EQ-000000236,FAC-000014,centrifugal_pump,NorthStar,2013-04-04,12,medium,2119.15,0.0902,786.07,119.85,predictive,0.6589,3039.53
+EQ-000000237,FAC-000014,isolation_valve,HydroMax,2019-07-25,6,medium,19.65,0.1448,1037.39,171.56,time_based,0.7411,2252.56
+EQ-000000238,FAC-000014,control_valve,NorthStar,2020-10-14,5,medium,13.06,0.2125,651.92,216.54,condition_based,0.2965,5050.88
+EQ-000000239,FAC-000014,control_valve,CompressTech,2021-05-01,4,high,9.76,0.2895,718.97,175.06,reactive,0.6372,6797.99
+EQ-000000240,FAC-000014,control_valve,ApexRotary,2018-02-22,7,critical,11.38,0.2197,865.96,217.86,condition_based,0.6739,3909.01
+EQ-000000241,FAC-000014,isolation_valve,ValveCore,2015-10-08,10,medium,23.2,0.3628,690.37,220.54,time_based,0.237,8305.49
+EQ-000000242,FAC-000014,control_valve,HydroMax,2021-10-21,4,medium,12.8,0.2772,336.56,160.36,predictive,0.7932,4352.68
+EQ-000000243,FAC-000014,isolation_valve,NorthStar,2014-02-20,11,medium,7.65,0.3113,734.05,220.0,predictive,0.5637,4204.79
+EQ-000000244,FAC-000014,control_valve,ValveCore,2015-07-12,10,high,9.58,0.2186,691.96,40.0,condition_based,0.8839,3189.53
+EQ-000000245,FAC-000014,centrifugal_compressor,TitanFlow,2017-02-17,8,high,3708.41,0.0642,455.22,60.06,predictive,0.2113,4576.71
+EQ-000000246,FAC-000014,control_valve,NorthStar,2019-11-03,6,high,15.47,0.1943,1138.91,50.47,time_based,0.8708,3851.5
+EQ-000000247,FAC-000015,positive_displacement_pump,CompressTech,2023-09-27,2,low,532.41,0.125,325.57,87.06,time_based,0.5323,2666.31
+EQ-000000248,FAC-000015,isolation_valve,ValveCore,2011-05-27,14,medium,15.91,0.3143,297.86,93.36,time_based,0.4659,4814.72
+EQ-000000249,FAC-000015,centrifugal_compressor,ApexRotary,2018-11-24,7,high,11198.17,0.179,463.9,197.53,condition_based,0.52,4139.94
+EQ-000000250,FAC-000015,isolation_valve,TitanFlow,2023-05-14,2,critical,10.11,0.2458,903.59,209.44,condition_based,0.8692,4711.91
+EQ-000000251,FAC-000015,control_valve,NorthStar,2022-08-14,3,high,9.91,0.3308,643.93,219.87,time_based,0.9027,10069.94
+EQ-000000252,FAC-000015,centrifugal_pump,HydroMax,2020-01-08,5,medium,3017.56,0.2301,383.78,143.38,time_based,0.5029,3507.04
+EQ-000000253,FAC-000015,isolation_valve,ApexRotary,2018-02-24,7,critical,21.52,0.1049,743.59,182.92,predictive,0.7762,3182.86
+EQ-000000254,FAC-000015,centrifugal_compressor,ApexRotary,2018-06-05,7,high,8161.44,0.2543,268.24,57.65,predictive,0.4448,2338.24
+EQ-000000255,FAC-000015,reciprocating_compressor,NorthStar,2018-10-01,7,medium,3595.08,0.3075,399.6,137.29,condition_based,0.5363,6891.09
+EQ-000000256,FAC-000015,centrifugal_pump,HydroMax,2022-02-20,3,critical,2455.19,0.2204,740.26,47.46,time_based,0.9119,4224.85
+EQ-000000257,FAC-000016,centrifugal_pump,CompressTech,2022-10-05,3,medium,3430.88,0.2228,842.43,101.53,reactive,0.9529,3183.27
+EQ-000000258,FAC-000016,centrifugal_pump,NorthStar,2014-03-06,11,medium,2458.48,0.2878,413.83,123.49,reactive,0.4501,3108.02
+EQ-000000259,FAC-000016,centrifugal_pump,ValveCore,2015-09-01,10,medium,2758.97,0.4049,404.7,107.95,condition_based,0.7791,6147.57
+EQ-000000260,FAC-000016,reciprocating_compressor,ApexRotary,2013-09-27,12,medium,6772.57,0.2843,480.13,207.51,time_based,0.4999,7881.94
+EQ-000000261,FAC-000016,reciprocating_compressor,NorthStar,2017-06-28,8,medium,5520.89,0.1941,760.72,127.21,time_based,0.7489,2087.33
+EQ-000000262,FAC-000016,centrifugal_compressor,NorthStar,2017-04-07,8,high,9130.56,0.2729,494.65,197.17,time_based,0.7014,4556.23
+EQ-000000263,FAC-000016,control_valve,NorthStar,2015-05-14,10,high,16.07,0.1435,604.7,302.52,condition_based,0.5682,4124.37
+EQ-000000264,FAC-000016,centrifugal_compressor,TitanFlow,2023-12-05,2,medium,6074.54,0.2609,786.85,256.82,reactive,0.7909,4703.14
+EQ-000000265,FAC-000016,control_valve,CompressTech,2002-09-08,23,medium,11.06,0.2504,518.14,136.59,time_based,0.3972,5446.08
+EQ-000000266,FAC-000016,centrifugal_pump,TitanFlow,2005-09-21,20,high,3650.76,0.1951,269.25,129.8,time_based,0.7717,3105.0
+EQ-000000267,FAC-000016,reciprocating_compressor,CompressTech,2010-06-29,15,high,5724.87,0.246,626.71,257.71,time_based,0.9341,2511.44
+EQ-000000268,FAC-000016,centrifugal_pump,HydroMax,2012-11-22,13,critical,2944.72,0.0597,469.25,221.71,time_based,0.7326,4455.03
+EQ-000000269,FAC-000016,centrifugal_pump,NorthStar,2018-06-01,7,high,4179.04,0.1444,872.54,280.1,reactive,0.2349,7816.35
+EQ-000000270,FAC-000016,isolation_valve,ValveCore,2024-03-11,1,medium,13.14,0.3643,575.31,252.81,reactive,0.4668,4183.48
+EQ-000000271,FAC-000016,reciprocating_compressor,ValveCore,2021-12-19,4,medium,3057.46,0.2217,1135.42,112.07,predictive,0.6841,8593.66
+EQ-000000272,FAC-000016,isolation_valve,ValveCore,2020-08-20,5,high,24.79,0.0585,489.62,87.88,time_based,0.8196,6415.06
+EQ-000000273,FAC-000016,centrifugal_compressor,CompressTech,2024-05-17,1,medium,8625.28,0.231,572.26,183.96,time_based,0.6183,5796.93
+EQ-000000274,FAC-000016,centrifugal_pump,ApexRotary,2021-07-21,4,high,1969.56,0.318,489.54,189.66,time_based,0.8243,3780.63
+EQ-000000275,FAC-000016,control_valve,ValveCore,2016-03-12,9,medium,13.15,0.3151,825.56,78.98,condition_based,0.9234,2681.69
+EQ-000000276,FAC-000016,control_valve,ApexRotary,2014-01-15,11,medium,15.71,0.1993,876.31,87.03,condition_based,0.7853,4409.62
+EQ-000000277,FAC-000016,centrifugal_compressor,ApexRotary,2021-12-11,4,medium,7110.98,0.2139,766.09,164.63,predictive,0.5889,2158.23
+EQ-000000278,FAC-000016,isolation_valve,ValveCore,2017-01-25,8,medium,28.55,0.0715,799.81,223.45,condition_based,0.6929,5188.42
+EQ-000000279,FAC-000017,control_valve,CompressTech,2019-09-18,6,high,10.09,0.1495,862.81,100.93,time_based,0.392,5909.2
+EQ-000000280,FAC-000017,isolation_valve,ApexRotary,2022-12-04,3,high,3.87,0.2482,791.59,212.01,time_based,0.8193,4364.02
+EQ-000000281,FAC-000017,isolation_valve,NorthStar,2023-09-22,2,low,20.41,0.1874,668.0,257.66,condition_based,0.4412,6042.2
+EQ-000000282,FAC-000017,centrifugal_pump,ValveCore,2013-08-29,12,medium,2886.92,0.2333,372.9,106.87,predictive,0.7249,5447.91
+EQ-000000283,FAC-000017,control_valve,NorthStar,2013-05-15,12,low,15.95,0.2648,608.5,175.67,condition_based,0.91,5029.02
+EQ-000000284,FAC-000017,centrifugal_pump,TitanFlow,2019-03-15,6,high,1374.61,0.2892,274.68,205.38,condition_based,0.7571,6510.03
+EQ-000000285,FAC-000017,centrifugal_pump,TitanFlow,2012-03-28,13,critical,3776.8,0.1406,690.88,225.75,predictive,0.7631,4775.78
+EQ-000000286,FAC-000017,centrifugal_pump,CompressTech,2008-08-26,17,high,3640.85,0.2384,871.12,120.01,predictive,0.8561,4051.57
+EQ-000000287,FAC-000017,isolation_valve,HydroMax,2021-04-28,4,critical,7.88,0.05,1110.36,40.0,time_based,0.6123,4928.71
+EQ-000000288,FAC-000017,isolation_valve,TitanFlow,2012-03-14,13,medium,24.78,0.0926,744.42,72.03,time_based,0.7727,3679.2
+EQ-000000289,FAC-000017,isolation_valve,CompressTech,2022-09-01,3,high,19.72,0.2051,775.49,128.91,reactive,0.7444,2119.14
+EQ-000000290,FAC-000017,control_valve,HydroMax,2018-07-22,7,high,19.58,0.3426,794.18,106.75,time_based,0.4139,10662.23
+EQ-000000291,FAC-000017,isolation_valve,ValveCore,2012-05-15,13,medium,24.87,0.2381,753.37,175.84,predictive,0.7166,2245.05
+EQ-000000292,FAC-000017,centrifugal_pump,ValveCore,2019-09-21,6,high,2106.8,0.2321,239.49,129.68,time_based,0.4924,4306.15
+EQ-000000293,FAC-000017,positive_displacement_pump,NorthStar,2019-10-17,6,medium,915.32,0.2723,858.43,46.78,condition_based,0.5226,6762.75
+EQ-000000294,FAC-000017,centrifugal_compressor,CompressTech,2015-10-21,10,high,15751.48,0.1723,566.62,173.61,condition_based,0.8074,5408.67
+EQ-000000295,FAC-000017,centrifugal_pump,NorthStar,2013-10-08,12,high,4657.71,0.097,525.73,161.36,condition_based,0.843,6789.8
+EQ-000000296,FAC-000017,reciprocating_compressor,TitanFlow,2023-01-15,2,medium,5828.57,0.1824,818.25,237.66,time_based,0.6689,2766.58
+EQ-000000297,FAC-000017,control_valve,CompressTech,2018-08-03,7,high,15.08,0.2473,330.97,174.51,time_based,0.2542,3589.24
+EQ-000000298,FAC-000017,positive_displacement_pump,HydroMax,2017-08-24,8,medium,800.58,0.2172,510.24,146.83,condition_based,0.6246,7764.86
+EQ-000000299,FAC-000017,centrifugal_pump,ValveCore,2021-03-29,4,high,3357.75,0.2183,965.66,242.95,condition_based,0.6404,3277.51
+EQ-000000300,FAC-000018,isolation_valve,ApexRotary,2014-01-08,11,medium,32.69,0.3088,494.71,248.28,predictive,0.797,5876.15
+EQ-000000301,FAC-000018,reciprocating_compressor,TitanFlow,2023-07-18,2,critical,8229.5,0.2221,788.26,273.81,time_based,0.7828,3352.88
+EQ-000000302,FAC-000018,control_valve,ApexRotary,2016-08-23,9,medium,12.21,0.2363,613.15,199.32,condition_based,0.6195,3820.56
+EQ-000000303,FAC-000018,positive_displacement_pump,CompressTech,2016-11-27,9,low,435.13,0.2623,591.41,163.69,time_based,0.3943,5467.88
+EQ-000000304,FAC-000018,centrifugal_pump,ValveCore,2019-11-16,6,low,3063.73,0.45,816.89,47.47,condition_based,0.8151,2302.36
+EQ-000000305,FAC-000018,reciprocating_compressor,TitanFlow,2019-10-22,6,medium,7454.17,0.2297,755.0,176.46,time_based,0.6812,3337.27
+EQ-000000306,FAC-000018,isolation_valve,NorthStar,2021-09-17,4,high,22.23,0.1815,531.0,40.0,predictive,0.8549,4647.27
+EQ-000000307,FAC-000018,centrifugal_pump,HydroMax,2018-10-23,7,critical,1324.65,0.1397,604.77,191.71,reactive,0.7501,2803.6
+EQ-000000308,FAC-000018,control_valve,HydroMax,2017-06-12,8,critical,11.62,0.2599,495.5,220.55,predictive,0.504,3726.76
+EQ-000000309,FAC-000018,control_valve,ApexRotary,2009-10-19,16,high,15.03,0.2821,860.44,130.31,reactive,0.7374,9754.96
+EQ-000000310,FAC-000019,control_valve,CompressTech,2016-07-09,9,critical,7.79,0.2324,671.61,197.44,time_based,0.6122,2822.56
+EQ-000000311,FAC-000019,control_valve,TitanFlow,2016-07-19,9,medium,12.32,0.1041,121.32,188.54,time_based,0.406,9054.84
+EQ-000000312,FAC-000019,control_valve,HydroMax,2018-10-08,7,critical,9.92,0.2999,572.1,118.95,time_based,0.8101,11817.2
+EQ-000000313,FAC-000019,control_valve,ApexRotary,2022-07-15,3,low,12.58,0.1297,545.17,294.9,time_based,0.8139,5874.23
+EQ-000000314,FAC-000019,isolation_valve,TitanFlow,2012-10-20,13,high,19.02,0.2184,149.69,156.13,condition_based,0.5809,6313.13
+EQ-000000315,FAC-000019,reciprocating_compressor,HydroMax,2004-12-13,21,high,4217.7,0.3611,251.39,141.96,predictive,0.8586,3461.59
+EQ-000000316,FAC-000019,isolation_valve,NorthStar,2021-12-09,4,high,6.92,0.2395,731.67,115.09,condition_based,0.2584,1871.79
+EQ-000000317,FAC-000019,centrifugal_pump,HydroMax,2012-07-05,13,critical,1266.26,0.1139,777.76,150.64,predictive,0.5778,2796.03
+EQ-000000318,FAC-000019,centrifugal_compressor,NorthStar,2018-10-10,7,medium,4434.16,0.1581,500.87,124.34,predictive,0.6746,4215.34
+EQ-000000319,FAC-000019,positive_displacement_pump,TitanFlow,2015-02-03,10,medium,1121.29,0.2176,490.92,156.79,condition_based,0.5149,3828.29
+EQ-000000320,FAC-000019,centrifugal_pump,NorthStar,2014-11-25,11,high,1618.78,0.3204,531.14,282.89,reactive,0.488,4638.59
+EQ-000000321,FAC-000019,control_valve,ApexRotary,2022-09-21,3,low,8.07,0.2241,752.91,238.54,reactive,0.2527,4023.74
+EQ-000000322,FAC-000019,positive_displacement_pump,HydroMax,2014-07-02,11,medium,211.1,0.1175,420.59,169.83,time_based,0.601,2614.96
+EQ-000000323,FAC-000019,control_valve,NorthStar,2016-08-26,9,high,9.76,0.2993,261.66,301.34,predictive,0.8814,7065.78
+EQ-000000324,FAC-000019,centrifugal_pump,TitanFlow,2015-04-11,10,high,2967.72,0.1103,674.65,132.3,reactive,0.905,4678.0
+EQ-000000325,FAC-000019,reciprocating_compressor,CompressTech,2024-02-01,1,high,6106.94,0.2224,447.47,205.45,reactive,0.4903,5538.07
+EQ-000000326,FAC-000019,isolation_valve,NorthStar,2019-02-08,6,medium,27.34,0.3117,908.15,285.02,reactive,0.7479,2774.49
+EQ-000000327,FAC-000020,isolation_valve,NorthStar,2020-05-04,5,critical,14.04,0.2459,556.31,106.84,condition_based,0.2346,2248.11
+EQ-000000328,FAC-000020,centrifugal_pump,TitanFlow,2019-06-24,6,medium,2440.26,0.1186,823.2,235.44,condition_based,0.7201,3523.88
+EQ-000000329,FAC-000020,reciprocating_compressor,NorthStar,2020-10-07,5,high,4996.36,0.3288,1103.78,158.8,reactive,0.7213,7896.2
+EQ-000000330,FAC-000020,isolation_valve,CompressTech,2015-03-10,10,medium,19.18,0.2365,912.29,215.93,time_based,0.5641,4289.66
+EQ-000000331,FAC-000020,centrifugal_pump,HydroMax,2013-12-30,12,medium,2493.05,0.2183,680.97,182.25,condition_based,0.6356,5810.63
+EQ-000000332,FAC-000020,centrifugal_compressor,NorthStar,2019-06-01,6,low,9697.68,0.1397,440.59,161.9,reactive,0.6596,3664.93
+EQ-000000333,FAC-000020,centrifugal_compressor,TitanFlow,2015-04-18,10,medium,11829.47,0.1324,678.32,40.0,time_based,0.4617,7774.09
+EQ-000000334,FAC-000020,isolation_valve,ValveCore,2019-06-03,6,low,18.65,0.165,616.95,40.0,predictive,0.4539,6617.13
+EQ-000000335,FAC-000020,reciprocating_compressor,ValveCore,2017-06-09,8,medium,6101.75,0.1968,926.64,267.14,predictive,0.9238,3700.98
+EQ-000000336,FAC-000020,reciprocating_compressor,ValveCore,2020-06-25,5,high,5451.32,0.1434,389.46,148.21,time_based,0.4932,3496.99
+EQ-000000337,FAC-000020,control_valve,ValveCore,2010-02-05,15,critical,10.2,0.1903,480.75,246.39,condition_based,0.5447,2020.05
+EQ-000000338,FAC-000020,reciprocating_compressor,CompressTech,2021-08-23,4,medium,5273.25,0.2428,659.05,189.91,time_based,0.844,3831.99
+EQ-000000339,FAC-000020,reciprocating_compressor,HydroMax,2018-06-25,7,critical,5856.64,0.2083,799.67,124.15,time_based,0.5283,5403.24

facility_master.csv ADDED Viewed

	@@ -0,0 +1,21 @@

+facility_id,facility_type,region,operating_environment,facility_age_years,process_complexity_score,maintenance_maturity_score,corrosive_index,safety_criticality
+FAC-000001,refinery,Alaska,tropical,20,0.7151,0.935,0.3962,low
+FAC-000002,drilling_rig,Middle_East,arctic,17,0.72,0.6722,0.5127,low
+FAC-000003,drilling_rig,Alaska,offshore,29,0.5467,0.694,0.6101,medium
+FAC-000004,pipeline_pump_station,US_Gulf_Coast,arctic,8,0.6575,0.5841,0.4306,medium
+FAC-000005,gas_processing_plant,Permian,arctic,30,0.7138,0.7496,0.4872,high
+FAC-000006,tank_farm,Permian,corrosive_marine,10,0.5922,0.9293,0.59,high
+FAC-000007,refinery,Permian,offshore,6,0.4242,0.848,0.7697,high
+FAC-000008,petrochemical_plant,North_Sea,tropical,3,0.4968,0.9309,0.2937,medium
+FAC-000009,water_injection_station,North_Sea,arctic,30,0.5031,0.7944,0.3375,low
+FAC-000010,offshore_platform,US_Gulf_Coast,corrosive_marine,33,0.6677,0.6114,0.7831,medium
+FAC-000011,lng_terminal,North_Sea,tropical,29,0.2763,0.7622,0.2961,medium
+FAC-000012,petrochemical_plant,Canada_Oil_Sands,offshore,35,0.7128,0.8033,0.8129,medium
+FAC-000013,petrochemical_plant,North_Sea,corrosive_marine,26,0.4731,0.6711,0.6737,high
+FAC-000014,refinery,Brazil_Offshore,tropical,5,0.6123,0.6327,0.6988,high
+FAC-000015,petrochemical_plant,Permian,desert,41,0.5098,0.6202,0.2774,high
+FAC-000016,refinery,US_Gulf_Coast,offshore,22,0.98,0.9738,0.5318,high
+FAC-000017,drilling_rig,Middle_East,offshore,2,0.7719,0.8844,0.5873,medium
+FAC-000018,lng_terminal,Brazil_Offshore,corrosive_marine,33,0.6034,0.9275,0.5467,medium
+FAC-000019,gas_processing_plant,Alaska,arctic,36,0.4175,0.8258,0.3387,medium
+FAC-000020,compressor_station,US_Gulf_Coast,desert,20,0.35,0.7285,0.4986,medium

lubrication_analysis.csv ADDED Viewed

The diff for this file is too large to render. See raw diff

maintenance_work_orders.csv ADDED Viewed

	@@ -0,0 +1,397 @@

+work_order_id,failure_id,equipment_id,facility_id,created_timestamp,repair_type,priority,completion_status,planned_labor_hours,actual_labor_hours,spare_parts_delay_hours,maintenance_quality_score
+WO-0000000001,FAIL-0000000001,EQ-000000001,FAC-000001,2023-02-27T18:09:48.055706+00:00,valve_overhaul,emergency,completed_late,8.84,7.61,5.1,0.8555
+WO-0000000002,FAIL-0000000002,EQ-000000002,FAC-000001,2023-01-11T08:57:54.715385+00:00,bearing_replacement,P2,completed,13.83,33.87,0.54,0.6672
+WO-0000000003,FAIL-0000000003,EQ-000000002,FAC-000001,2023-02-07T18:30:21.259475+00:00,inspect_only,emergency,completed,7.33,44.79,0.56,0.8514
+WO-0000000004,FAIL-0000000004,EQ-000000003,FAC-000001,2023-01-15T19:07:46.930578+00:00,bearing_replacement,P2,completed_late,39.94,14.95,0.0,0.8162
+WO-0000000005,FAIL-0000000005,EQ-000000003,FAC-000001,2023-03-12T19:24:56.720027+00:00,pump_rebuild,P1,completed_late,26.17,53.32,0.0,0.5391
+WO-0000000006,FAIL-0000000006,EQ-000000004,FAC-000001,2023-02-21T12:51:55.127841+00:00,inspect_only,P3,temporary_fix,28.99,16.46,11.26,0.8871
+WO-0000000007,FAIL-0000000007,EQ-000000006,FAC-000001,2023-03-22T04:36:45.832408+00:00,minor_repair,P3,completed,7.06,11.06,2.05,0.8871
+WO-0000000008,FAIL-0000000008,EQ-000000007,FAC-000001,2023-03-17T13:23:29.687653+00:00,compressor_overhaul,P3,completed,19.39,9.53,2.21,0.4627
+WO-0000000009,FAIL-0000000009,EQ-000000008,FAC-000001,2023-03-13T20:14:40.923692+00:00,pump_rebuild,P4,temporary_fix,11.53,13.03,2.15,0.9055
+WO-0000000010,FAIL-0000000010,EQ-000000010,FAC-000001,2023-02-20T16:43:33.841793+00:00,inspect_only,P3,completed,11.05,16.91,6.05,0.6594
+WO-0000000011,FAIL-0000000011,EQ-000000011,FAC-000001,2023-03-11T08:27:50.892661+00:00,valve_overhaul,P4,completed,13.43,36.29,2.78,0.4795
+WO-0000000012,FAIL-0000000012,EQ-000000013,FAC-000001,2023-02-18T17:13:01.985505+00:00,emergency_shutdown_repair,P3,completed,80.9,13.64,1.08,0.753
+WO-0000000013,FAIL-0000000013,EQ-000000013,FAC-000001,2023-02-13T13:00:50.000318+00:00,emergency_shutdown_repair,P3,completed_late,18.64,17.48,4.6,0.6601
+WO-0000000014,FAIL-0000000014,EQ-000000014,FAC-000001,2023-03-28T06:41:29.137423+00:00,pump_rebuild,emergency,completed_late,18.95,14.03,6.09,0.702
+WO-0000000015,FAIL-0000000015,EQ-000000015,FAC-000001,2023-01-27T22:46:07.555899+00:00,pump_rebuild,P3,completed,16.24,10.02,6.36,0.7987
+WO-0000000016,FAIL-0000000016,EQ-000000015,FAC-000001,2023-03-09T04:21:54.810800+00:00,bearing_replacement,P3,completed,9.39,16.32,0.0,0.8054
+WO-0000000017,FAIL-0000000017,EQ-000000016,FAC-000001,2023-01-07T15:15:07.121365+00:00,inspect_only,P4,completed,33.94,16.49,0.0,0.8795
+WO-0000000018,FAIL-0000000018,EQ-000000018,FAC-000001,2023-01-25T01:20:29.164825+00:00,inspect_only,P3,completed,4.37,26.82,8.71,0.6257
+WO-0000000019,FAIL-0000000019,EQ-000000019,FAC-000002,2023-03-25T19:37:50.739800+00:00,bearing_replacement,emergency,deferred,29.42,11.81,2.51,0.6588
+WO-0000000020,FAIL-0000000020,EQ-000000019,FAC-000002,2023-03-05T06:13:06.741411+00:00,pump_rebuild,P3,completed_late,17.19,2.51,1.55,0.6263
+WO-0000000021,FAIL-0000000021,EQ-000000021,FAC-000002,2023-03-13T04:24:40.920202+00:00,bearing_replacement,P1,completed_late,10.62,6.35,16.53,0.3653
+WO-0000000022,FAIL-0000000022,EQ-000000021,FAC-000002,2023-03-23T02:25:05.862583+00:00,valve_overhaul,P3,completed,10.33,20.83,2.89,0.7224
+WO-0000000023,FAIL-0000000023,EQ-000000021,FAC-000002,2023-01-12T12:09:37.795087+00:00,compressor_overhaul,P3,completed,18.0,9.72,0.78,0.8573
+WO-0000000024,FAIL-0000000024,EQ-000000021,FAC-000002,2023-01-28T03:58:57.427352+00:00,pump_rebuild,P3,deferred,16.74,28.95,1.1,0.6085
+WO-0000000025,FAIL-0000000025,EQ-000000023,FAC-000002,2023-03-23T11:39:59.217956+00:00,seal_replacement,P3,completed,27.83,11.67,6.63,0.9765
+WO-0000000026,FAIL-0000000026,EQ-000000024,FAC-000002,2023-01-17T06:36:15.310973+00:00,inspect_only,P3,completed,4.11,18.62,0.0,0.6167
+WO-0000000027,FAIL-0000000027,EQ-000000025,FAC-000002,2023-01-07T16:18:36.173961+00:00,seal_replacement,P1,deferred,7.2,59.5,2.11,0.8295
+WO-0000000028,FAIL-0000000028,EQ-000000026,FAC-000002,2023-03-02T00:15:22.666357+00:00,valve_overhaul,emergency,completed,47.13,66.3,4.3,0.9148
+WO-0000000029,FAIL-0000000029,EQ-000000026,FAC-000002,2023-03-04T12:26:38.583941+00:00,pump_rebuild,P1,temporary_fix,23.47,28.42,1.07,0.7963
+WO-0000000030,FAIL-0000000030,EQ-000000028,FAC-000002,2023-02-17T03:53:49.633374+00:00,valve_overhaul,P3,completed,24.04,84.27,2.87,0.961
+WO-0000000031,FAIL-0000000031,EQ-000000028,FAC-000002,2023-01-31T17:55:23.671322+00:00,pump_rebuild,P2,completed,17.96,12.03,0.0,0.7701
+WO-0000000032,FAIL-0000000032,EQ-000000029,FAC-000002,2023-01-18T12:15:02.127862+00:00,valve_overhaul,P2,completed_late,16.66,46.2,1.38,0.7393
+WO-0000000033,FAIL-0000000033,EQ-000000031,FAC-000002,2023-01-27T02:06:30.343241+00:00,emergency_shutdown_repair,P4,temporary_fix,3.97,11.45,10.63,0.6997
+WO-0000000034,FAIL-0000000034,EQ-000000034,FAC-000003,2023-02-24T07:55:29.973925+00:00,bearing_replacement,P3,completed_late,18.85,22.46,3.39,0.6294
+WO-0000000035,FAIL-0000000035,EQ-000000034,FAC-000003,2023-03-26T06:27:02.124567+00:00,pump_rebuild,P2,completed,20.37,10.89,0.19,0.7057
+WO-0000000036,FAIL-0000000036,EQ-000000035,FAC-000003,2023-01-20T16:21:39.966411+00:00,emergency_shutdown_repair,P2,completed,11.33,15.87,2.32,0.682
+WO-0000000037,FAIL-0000000037,EQ-000000036,FAC-000003,2023-01-31T16:33:23.492152+00:00,emergency_shutdown_repair,P1,completed,30.01,29.45,0.0,0.4003
+WO-0000000038,FAIL-0000000038,EQ-000000037,FAC-000003,2023-02-22T19:18:47.003709+00:00,pump_rebuild,P2,deferred,21.65,20.22,3.53,0.539
+WO-0000000039,FAIL-0000000039,EQ-000000038,FAC-000003,2023-01-14T08:22:44.585850+00:00,valve_overhaul,P2,completed,27.77,9.21,6.45,0.8814
+WO-0000000040,FAIL-0000000040,EQ-000000039,FAC-000003,2023-01-03T08:26:00.535287+00:00,inspect_only,P1,completed_late,22.4,51.3,0.0,0.3915
+WO-0000000041,FAIL-0000000041,EQ-000000039,FAC-000003,2023-03-27T23:45:38.770805+00:00,valve_overhaul,P4,completed_late,12.71,18.23,0.0,0.8602
+WO-0000000042,FAIL-0000000042,EQ-000000040,FAC-000003,2023-01-04T21:23:21.132147+00:00,seal_replacement,P4,completed,25.58,28.82,0.0,0.9116
+WO-0000000043,FAIL-0000000043,EQ-000000040,FAC-000003,2023-02-07T16:36:39.701744+00:00,compressor_overhaul,P3,completed,19.27,71.91,0.0,0.7251
+WO-0000000044,FAIL-0000000044,EQ-000000041,FAC-000003,2023-03-02T04:09:09.931426+00:00,pump_rebuild,emergency,temporary_fix,9.31,16.97,1.4,0.8475
+WO-0000000045,FAIL-0000000045,EQ-000000041,FAC-000003,2023-03-28T21:18:31.147058+00:00,pump_rebuild,P2,completed_late,42.02,18.9,3.93,0.5783
+WO-0000000046,FAIL-0000000046,EQ-000000042,FAC-000003,2023-01-15T02:17:37.872558+00:00,bearing_replacement,P1,completed_late,8.06,52.8,0.0,0.3827
+WO-0000000047,FAIL-0000000047,EQ-000000043,FAC-000003,2023-03-10T19:51:37.170914+00:00,minor_repair,P2,completed,13.54,41.09,3.08,0.5718
+WO-0000000048,FAIL-0000000048,EQ-000000043,FAC-000003,2023-02-06T16:03:48.057883+00:00,bearing_replacement,P3,completed,10.13,15.53,2.32,0.5878
+WO-0000000049,FAIL-0000000049,EQ-000000044,FAC-000003,2023-03-18T09:06:50.569481+00:00,seal_replacement,P4,completed_late,17.84,12.88,7.7,0.7772
+WO-0000000050,FAIL-0000000050,EQ-000000044,FAC-000003,2023-01-01T16:38:33.077337+00:00,pump_rebuild,P2,completed_late,6.86,6.22,6.38,0.3839
+WO-0000000051,FAIL-0000000051,EQ-000000045,FAC-000003,2023-03-12T13:50:17.064035+00:00,seal_replacement,P2,completed_late,8.12,15.99,0.0,0.8292
+WO-0000000052,FAIL-0000000052,EQ-000000047,FAC-000003,2023-03-23T04:42:32.996481+00:00,pump_rebuild,P2,completed_late,54.46,19.21,14.24,0.8633
+WO-0000000053,FAIL-0000000053,EQ-000000047,FAC-000003,2023-02-21T15:52:37.883694+00:00,emergency_shutdown_repair,P3,completed,10.99,38.42,17.71,0.964
+WO-0000000054,FAIL-0000000054,EQ-000000048,FAC-000003,2023-02-13T02:48:00.539052+00:00,inspect_only,P4,completed,14.28,41.98,12.93,0.6981
+WO-0000000055,FAIL-0000000055,EQ-000000048,FAC-000003,2023-03-26T16:06:47.566038+00:00,emergency_shutdown_repair,P3,completed,9.61,9.01,7.26,0.1764
+WO-0000000056,FAIL-0000000056,EQ-000000048,FAC-000003,2023-03-25T15:20:39.884180+00:00,emergency_shutdown_repair,emergency,completed,20.44,15.98,36.33,0.7478
+WO-0000000057,FAIL-0000000057,EQ-000000049,FAC-000003,2023-02-22T17:35:02.221662+00:00,pump_rebuild,P2,completed,37.03,15.71,1.44,0.7097
+WO-0000000058,FAIL-0000000058,EQ-000000050,FAC-000003,2023-03-10T02:39:49.299338+00:00,emergency_shutdown_repair,P4,completed,3.16,19.32,0.46,0.8528
+WO-0000000059,FAIL-0000000059,EQ-000000051,FAC-000004,2023-03-18T07:45:20.483887+00:00,bearing_replacement,P2,completed,41.01,19.01,18.32,0.8241
+WO-0000000060,FAIL-0000000060,EQ-000000052,FAC-000004,2023-02-01T02:48:41.897032+00:00,minor_repair,P4,completed,9.8,38.33,0.0,0.7988
+WO-0000000061,FAIL-0000000061,EQ-000000052,FAC-000004,2023-02-03T03:02:32.878499+00:00,seal_replacement,P4,completed,19.15,53.67,75.36,0.7493
+WO-0000000062,FAIL-0000000062,EQ-000000053,FAC-000004,2023-03-13T05:43:08.052370+00:00,emergency_shutdown_repair,P2,completed,15.61,5.18,0.0,0.6137
+WO-0000000063,FAIL-0000000063,EQ-000000055,FAC-000004,2023-03-24T04:05:50.465912+00:00,inspect_only,P2,completed,13.01,21.96,0.0,0.841
+WO-0000000064,FAIL-0000000064,EQ-000000056,FAC-000004,2023-02-10T19:02:52.013180+00:00,minor_repair,P2,completed,22.16,21.56,4.25,0.6385
+WO-0000000065,FAIL-0000000065,EQ-000000059,FAC-000004,2023-01-14T14:06:18.582237+00:00,inspect_only,P3,completed,12.76,12.14,1.48,0.7713
+WO-0000000066,FAIL-0000000066,EQ-000000059,FAC-000004,2023-02-18T10:38:54.573180+00:00,valve_overhaul,P1,completed,11.64,25.42,10.99,0.8735
+WO-0000000067,FAIL-0000000067,EQ-000000059,FAC-000004,2023-02-24T03:34:28.318399+00:00,emergency_shutdown_repair,P4,completed,14.77,14.26,0.0,0.7744
+WO-0000000068,FAIL-0000000068,EQ-000000059,FAC-000004,2023-03-31T16:07:19.372401+00:00,bearing_replacement,P2,completed_late,24.45,12.55,2.39,0.6764
+WO-0000000069,FAIL-0000000069,EQ-000000059,FAC-000004,2023-02-09T05:14:29.469336+00:00,compressor_overhaul,P3,deferred,41.62,14.35,1.32,0.4115
+WO-0000000070,FAIL-0000000070,EQ-000000060,FAC-000004,2023-01-25T23:06:16.966631+00:00,inspect_only,P4,temporary_fix,8.52,24.47,3.0,0.7902
+WO-0000000071,FAIL-0000000071,EQ-000000061,FAC-000004,2023-02-01T10:41:13.795355+00:00,compressor_overhaul,P1,completed,10.8,12.33,3.05,0.9631
+WO-0000000072,FAIL-0000000072,EQ-000000061,FAC-000004,2023-02-01T06:28:52.211645+00:00,seal_replacement,P4,temporary_fix,10.67,4.89,7.86,0.71
+WO-0000000073,FAIL-0000000073,EQ-000000062,FAC-000004,2023-02-20T05:58:35.015985+00:00,emergency_shutdown_repair,P2,completed,19.6,4.9,5.04,0.3101
+WO-0000000074,FAIL-0000000074,EQ-000000063,FAC-000004,2023-02-02T14:03:13.878881+00:00,emergency_shutdown_repair,P2,completed,31.35,10.49,0.8,0.5372
+WO-0000000075,FAIL-0000000075,EQ-000000064,FAC-000005,2023-01-29T17:13:54.812494+00:00,emergency_shutdown_repair,emergency,completed_late,9.34,20.31,5.56,0.6296
+WO-0000000076,FAIL-0000000076,EQ-000000064,FAC-000005,2023-01-16T04:11:17.719986+00:00,seal_replacement,P3,completed,12.26,19.28,24.24,0.4933
+WO-0000000077,FAIL-0000000077,EQ-000000065,FAC-000005,2023-01-30T00:16:06.492400+00:00,seal_replacement,P1,deferred,28.92,28.09,7.67,0.6283
+WO-0000000078,FAIL-0000000078,EQ-000000068,FAC-000005,2023-02-03T06:41:29.127833+00:00,bearing_replacement,P2,completed_late,29.67,60.97,8.77,0.7032
+WO-0000000079,FAIL-0000000079,EQ-000000068,FAC-000005,2023-03-09T19:35:28.038776+00:00,seal_replacement,P1,completed,18.51,14.42,12.31,0.9135
+WO-0000000080,FAIL-0000000080,EQ-000000069,FAC-000005,2023-02-16T20:06:39.560670+00:00,bearing_replacement,P2,completed,23.39,10.83,0.14,0.6386
+WO-0000000081,FAIL-0000000081,EQ-000000071,FAC-000005,2023-01-13T15:00:11.331100+00:00,valve_overhaul,P1,completed,10.1,9.44,0.7,0.5037
+WO-0000000082,FAIL-0000000082,EQ-000000071,FAC-000005,2023-01-12T17:19:00.502241+00:00,valve_overhaul,P3,completed_late,36.78,38.02,7.51,0.5685
+WO-0000000083,FAIL-0000000083,EQ-000000071,FAC-000005,2023-02-25T01:57:52.227694+00:00,inspect_only,P4,completed_late,11.09,87.37,1.49,0.7001
+WO-0000000084,FAIL-0000000084,EQ-000000072,FAC-000005,2023-01-28T20:42:45.518826+00:00,compressor_overhaul,P3,completed,26.15,19.7,0.48,0.6757
+WO-0000000085,FAIL-0000000085,EQ-000000073,FAC-000005,2023-01-27T06:16:13.633263+00:00,inspect_only,P1,completed,29.36,14.63,0.37,0.4694
+WO-0000000086,FAIL-0000000086,EQ-000000073,FAC-000005,2023-01-12T22:30:49.891430+00:00,emergency_shutdown_repair,P3,completed_late,11.7,26.9,11.3,0.6508
+WO-0000000087,FAIL-0000000087,EQ-000000073,FAC-000005,2023-02-26T16:22:27.358294+00:00,valve_overhaul,P2,completed,7.56,14.07,0.4,0.5035
+WO-0000000088,FAIL-0000000088,EQ-000000076,FAC-000005,2023-01-16T21:38:36.137598+00:00,compressor_overhaul,P1,completed,24.2,12.73,0.0,0.947
+WO-0000000089,FAIL-0000000089,EQ-000000076,FAC-000005,2023-02-18T13:48:26.957270+00:00,valve_overhaul,P1,completed,13.12,11.86,8.87,0.5631
+WO-0000000090,FAIL-0000000090,EQ-000000076,FAC-000005,2023-02-10T23:32:25.642243+00:00,pump_rebuild,P1,completed,14.24,16.76,2.27,0.8191
+WO-0000000091,FAIL-0000000091,EQ-000000076,FAC-000005,2023-01-04T10:49:36.710745+00:00,pump_rebuild,P2,completed,43.13,12.18,2.33,0.6577
+WO-0000000092,FAIL-0000000092,EQ-000000076,FAC-000005,2023-03-28T17:15:44.160046+00:00,compressor_overhaul,P2,completed,27.82,21.4,2.34,0.6309
+WO-0000000093,FAIL-0000000093,EQ-000000076,FAC-000005,2023-01-08T03:17:14.512883+00:00,emergency_shutdown_repair,P4,completed,10.42,12.53,16.45,0.5791
+WO-0000000094,FAIL-0000000094,EQ-000000077,FAC-000005,2023-01-18T13:44:27.159096+00:00,inspect_only,P2,completed_late,20.52,22.45,0.0,0.8738
+WO-0000000095,FAIL-0000000095,EQ-000000079,FAC-000005,2023-02-25T11:46:08.611934+00:00,emergency_shutdown_repair,emergency,completed,16.95,62.58,10.94,0.7932
+WO-0000000096,FAIL-0000000096,EQ-000000081,FAC-000005,2023-03-12T04:45:17.345017+00:00,valve_overhaul,P1,completed,21.68,13.46,0.0,0.4825
+WO-0000000097,FAIL-0000000097,EQ-000000081,FAC-000005,2023-03-12T10:57:55.561401+00:00,emergency_shutdown_repair,P1,deferred,23.36,5.56,3.27,0.9013
+WO-0000000098,FAIL-0000000098,EQ-000000081,FAC-000005,2023-02-06T09:37:42.175238+00:00,seal_replacement,emergency,completed_late,18.69,13.24,0.26,0.7333
+WO-0000000099,FAIL-0000000099,EQ-000000085,FAC-000006,2023-03-22T20:17:31.457108+00:00,compressor_overhaul,emergency,deferred,21.77,8.83,1.32,0.9232
+WO-0000000100,FAIL-0000000100,EQ-000000087,FAC-000006,2023-01-21T06:52:41.121768+00:00,emergency_shutdown_repair,P3,completed,8.91,53.68,6.47,0.7603
+WO-0000000101,FAIL-0000000101,EQ-000000090,FAC-000006,2023-01-23T09:47:49.753213+00:00,emergency_shutdown_repair,P2,completed_late,11.18,3.91,9.89,0.7195
+WO-0000000102,FAIL-0000000102,EQ-000000090,FAC-000006,2023-01-04T19:38:50.239218+00:00,seal_replacement,P3,completed,27.8,10.26,1.03,0.8391
+WO-0000000103,FAIL-0000000103,EQ-000000091,FAC-000006,2023-01-23T18:46:19.292919+00:00,compressor_overhaul,P2,completed,28.23,39.09,20.39,0.9243
+WO-0000000104,FAIL-0000000104,EQ-000000093,FAC-000006,2023-01-09T17:45:47.444234+00:00,compressor_overhaul,P4,completed_late,23.65,14.35,0.92,0.6131
+WO-0000000105,FAIL-0000000105,EQ-000000094,FAC-000006,2023-03-15T04:32:48.872612+00:00,bearing_replacement,P2,completed,10.49,7.18,3.41,0.7499
+WO-0000000106,FAIL-0000000106,EQ-000000094,FAC-000006,2023-01-17T13:24:00.277748+00:00,pump_rebuild,P1,completed,21.94,12.41,0.57,0.8496
+WO-0000000107,FAIL-0000000107,EQ-000000100,FAC-000006,2023-01-18T22:16:20.156440+00:00,pump_rebuild,P2,completed,8.81,5.15,3.6,0.6983
+WO-0000000108,FAIL-0000000108,EQ-000000102,FAC-000006,2023-03-28T10:47:46.024990+00:00,minor_repair,P3,completed,11.33,14.28,0.16,0.3605
+WO-0000000109,FAIL-0000000109,EQ-000000104,FAC-000007,2023-02-08T07:27:01.757194+00:00,bearing_replacement,P3,completed,10.11,25.68,0.0,0.8302
+WO-0000000110,FAIL-0000000110,EQ-000000104,FAC-000007,2023-02-27T10:13:56.138530+00:00,pump_rebuild,P1,deferred,10.38,8.16,10.43,0.7997
+WO-0000000111,FAIL-0000000111,EQ-000000104,FAC-000007,2023-02-03T17:09:17.857660+00:00,compressor_overhaul,P3,completed,10.65,9.07,0.0,0.6994
+WO-0000000112,FAIL-0000000112,EQ-000000105,FAC-000007,2023-01-04T21:49:18.457180+00:00,inspect_only,P3,completed,15.27,59.67,6.11,0.4467
+WO-0000000113,FAIL-0000000113,EQ-000000106,FAC-000007,2023-03-23T03:05:08.466815+00:00,compressor_overhaul,P4,completed,16.37,19.22,5.48,0.6692
+WO-0000000114,FAIL-0000000114,EQ-000000107,FAC-000007,2023-03-10T04:50:18.872562+00:00,seal_replacement,emergency,temporary_fix,37.02,30.09,4.55,0.8707
+WO-0000000115,FAIL-0000000115,EQ-000000108,FAC-000007,2023-01-07T18:41:34.327509+00:00,bearing_replacement,P3,completed,5.12,8.79,14.13,0.6585
+WO-0000000116,FAIL-0000000116,EQ-000000109,FAC-000007,2023-03-26T03:30:05.761611+00:00,inspect_only,P2,completed,16.16,9.53,0.0,0.8907
+WO-0000000117,FAIL-0000000117,EQ-000000110,FAC-000007,2023-03-08T20:18:28.850954+00:00,emergency_shutdown_repair,P2,completed,16.92,36.13,21.08,0.861
+WO-0000000118,FAIL-0000000118,EQ-000000110,FAC-000007,2023-02-20T19:40:17.222836+00:00,minor_repair,emergency,completed_late,11.95,15.29,0.0,0.8301
+WO-0000000119,FAIL-0000000119,EQ-000000113,FAC-000007,2023-02-13T08:20:53.973039+00:00,valve_overhaul,P1,completed,24.7,28.05,0.52,0.7897
+WO-0000000120,FAIL-0000000120,EQ-000000115,FAC-000007,2023-01-20T04:43:26.451507+00:00,minor_repair,P2,deferred,22.88,22.2,3.92,0.5553
+WO-0000000121,FAIL-0000000121,EQ-000000117,FAC-000007,2023-03-01T08:59:45.523185+00:00,bearing_replacement,P2,completed,26.49,9.73,0.3,0.7557
+WO-0000000122,FAIL-0000000122,EQ-000000118,FAC-000007,2023-03-25T22:27:03.596184+00:00,compressor_overhaul,P2,temporary_fix,28.89,9.65,1.97,0.5089
+WO-0000000123,FAIL-0000000123,EQ-000000119,FAC-000007,2023-03-31T09:44:51.237954+00:00,valve_overhaul,P2,completed,11.32,24.27,8.41,0.6429
+WO-0000000124,FAIL-0000000124,EQ-000000120,FAC-000008,2023-03-06T12:13:58.293231+00:00,valve_overhaul,P3,completed_late,33.13,7.57,0.0,0.9317
+WO-0000000125,FAIL-0000000125,EQ-000000121,FAC-000008,2023-01-05T10:03:09.306510+00:00,seal_replacement,P2,completed_late,15.7,28.43,10.27,0.8204
+WO-0000000126,FAIL-0000000126,EQ-000000123,FAC-000008,2023-03-10T16:07:32.529776+00:00,inspect_only,P2,completed,5.06,9.11,1.05,0.9869
+WO-0000000127,FAIL-0000000127,EQ-000000124,FAC-000008,2023-03-13T14:45:38.624399+00:00,pump_rebuild,P3,completed,43.47,35.22,0.0,0.7348
+WO-0000000128,FAIL-0000000128,EQ-000000125,FAC-000008,2023-03-27T18:25:40.922249+00:00,emergency_shutdown_repair,P1,completed_late,11.8,5.1,12.6,0.8752
+WO-0000000129,FAIL-0000000129,EQ-000000127,FAC-000008,2023-01-28T19:12:03.507376+00:00,emergency_shutdown_repair,P3,completed,6.83,16.87,12.8,0.8379
+WO-0000000130,FAIL-0000000130,EQ-000000127,FAC-000008,2023-03-24T20:07:41.556209+00:00,bearing_replacement,P2,completed,32.89,14.0,9.1,0.563
+WO-0000000131,FAIL-0000000131,EQ-000000127,FAC-000008,2023-01-03T05:56:16.075477+00:00,compressor_overhaul,P2,completed,3.98,12.72,21.83,0.4751
+WO-0000000132,FAIL-0000000132,EQ-000000127,FAC-000008,2023-02-06T21:23:44.759436+00:00,minor_repair,P2,completed,18.27,31.59,6.93,0.4839
+WO-0000000133,FAIL-0000000133,EQ-000000127,FAC-000008,2023-03-07T19:53:44.680920+00:00,emergency_shutdown_repair,emergency,completed,7.13,9.34,5.8,0.523
+WO-0000000134,FAIL-0000000134,EQ-000000128,FAC-000008,2023-03-13T11:25:35.219206+00:00,seal_replacement,P3,completed_late,7.97,18.15,14.97,0.9679
+WO-0000000135,FAIL-0000000135,EQ-000000129,FAC-000008,2023-03-14T12:50:12.733138+00:00,pump_rebuild,P3,completed,6.62,20.63,2.78,0.7806
+WO-0000000136,FAIL-0000000136,EQ-000000131,FAC-000008,2023-02-19T14:21:18.527979+00:00,inspect_only,P2,completed,23.97,16.77,10.52,0.8603
+WO-0000000137,FAIL-0000000137,EQ-000000132,FAC-000008,2023-02-18T16:11:41.388616+00:00,pump_rebuild,emergency,completed,24.33,4.02,18.63,0.8718
+WO-0000000138,FAIL-0000000138,EQ-000000134,FAC-000008,2023-03-04T22:33:44.889055+00:00,minor_repair,P3,deferred,10.77,66.41,7.52,0.7314
+WO-0000000139,FAIL-0000000139,EQ-000000135,FAC-000008,2023-01-18T14:57:50.846552+00:00,emergency_shutdown_repair,P2,completed,32.96,30.53,0.66,0.8885
+WO-0000000140,FAIL-0000000140,EQ-000000138,FAC-000009,2023-01-08T19:27:56.795711+00:00,pump_rebuild,P4,completed_late,11.4,33.73,0.0,0.3893
+WO-0000000141,FAIL-0000000141,EQ-000000138,FAC-000009,2023-03-12T03:13:52.066029+00:00,valve_overhaul,P3,deferred,12.53,12.39,11.05,0.9691
+WO-0000000142,FAIL-0000000142,EQ-000000141,FAC-000009,2023-02-28T06:39:12.798236+00:00,minor_repair,P4,completed_late,10.22,18.65,5.31,0.9809
+WO-0000000143,FAIL-0000000143,EQ-000000142,FAC-000009,2023-03-25T11:11:22.809099+00:00,pump_rebuild,P2,completed,9.75,35.26,8.12,0.5032
+WO-0000000144,FAIL-0000000144,EQ-000000143,FAC-000009,2023-01-16T14:20:09.265371+00:00,inspect_only,P1,completed_late,15.57,39.6,3.5,0.604
+WO-0000000145,FAIL-0000000145,EQ-000000145,FAC-000009,2023-01-08T17:39:28.463408+00:00,inspect_only,P4,completed,16.08,24.53,1.51,0.768
+WO-0000000146,FAIL-0000000146,EQ-000000146,FAC-000009,2023-03-01T16:22:54.214985+00:00,compressor_overhaul,emergency,completed,24.05,21.63,2.6,0.6648
+WO-0000000147,FAIL-0000000147,EQ-000000147,FAC-000009,2023-01-16T14:11:06.623852+00:00,valve_overhaul,P2,completed_late,29.82,12.48,3.21,0.5429
+WO-0000000148,FAIL-0000000148,EQ-000000148,FAC-000009,2023-01-02T01:09:54.664806+00:00,compressor_overhaul,P4,deferred,7.57,8.4,11.14,0.5588
+WO-0000000149,FAIL-0000000149,EQ-000000148,FAC-000009,2023-03-24T21:48:16.396108+00:00,bearing_replacement,P1,completed_late,61.27,23.23,0.0,0.7712
+WO-0000000150,FAIL-0000000150,EQ-000000148,FAC-000009,2023-02-24T08:12:28.810843+00:00,inspect_only,P1,temporary_fix,16.39,9.05,0.0,0.6739
+WO-0000000151,FAIL-0000000151,EQ-000000148,FAC-000009,2023-02-13T23:37:35.043627+00:00,bearing_replacement,P2,completed,22.0,15.51,10.37,0.7286
+WO-0000000152,FAIL-0000000152,EQ-000000149,FAC-000009,2023-01-23T15:22:34.409308+00:00,bearing_replacement,P3,completed_late,18.31,43.95,0.0,0.8271
+WO-0000000153,FAIL-0000000153,EQ-000000149,FAC-000009,2023-01-12T22:30:59.100361+00:00,valve_overhaul,P3,completed,20.9,26.49,8.19,0.6779
+WO-0000000154,FAIL-0000000154,EQ-000000150,FAC-000009,2023-01-25T20:10:26.461768+00:00,compressor_overhaul,P1,completed,30.76,14.77,1.17,0.2189
+WO-0000000155,FAIL-0000000155,EQ-000000150,FAC-000009,2023-01-19T11:03:47.198750+00:00,emergency_shutdown_repair,P3,completed,19.66,5.83,3.72,0.778
+WO-0000000156,FAIL-0000000156,EQ-000000150,FAC-000009,2023-01-06T12:57:54.099847+00:00,pump_rebuild,P2,completed,16.47,26.45,0.0,0.4388
+WO-0000000157,FAIL-0000000157,EQ-000000153,FAC-000009,2023-02-21T21:31:02.380389+00:00,minor_repair,P1,deferred,4.85,4.86,5.12,0.8976
+WO-0000000158,FAIL-0000000158,EQ-000000154,FAC-000009,2023-02-03T00:56:31.205937+00:00,bearing_replacement,emergency,completed,17.54,18.05,3.03,0.7524
+WO-0000000159,FAIL-0000000159,EQ-000000154,FAC-000009,2023-01-29T21:42:30.650264+00:00,minor_repair,P4,completed_late,28.07,19.57,2.34,0.6891
+WO-0000000160,FAIL-0000000160,EQ-000000154,FAC-000009,2023-01-01T23:02:15.146134+00:00,valve_overhaul,P2,completed,40.2,24.59,1.2,0.7765
+WO-0000000161,FAIL-0000000161,EQ-000000154,FAC-000009,2023-01-10T13:56:10.793551+00:00,seal_replacement,P3,completed_late,20.7,69.57,3.74,0.8974
+WO-0000000162,FAIL-0000000162,EQ-000000155,FAC-000010,2023-03-21T16:09:54.622847+00:00,compressor_overhaul,P1,completed,8.55,17.75,0.0,0.8582
+WO-0000000163,FAIL-0000000163,EQ-000000156,FAC-000010,2023-01-21T16:59:14.688114+00:00,pump_rebuild,P1,completed,7.3,16.04,10.78,0.7472
+WO-0000000164,FAIL-0000000164,EQ-000000156,FAC-000010,2023-03-12T13:15:00.369377+00:00,bearing_replacement,P2,completed,7.82,7.73,13.35,0.3174
+WO-0000000165,FAIL-0000000165,EQ-000000156,FAC-000010,2023-01-10T18:35:02.199249+00:00,inspect_only,P2,completed,29.91,25.85,2.47,0.7211
+WO-0000000166,FAIL-0000000166,EQ-000000156,FAC-000010,2023-01-24T03:55:02.332293+00:00,emergency_shutdown_repair,P2,completed,42.98,19.88,0.52,0.5596
+WO-0000000167,FAIL-0000000167,EQ-000000156,FAC-000010,2023-02-01T16:21:03.806517+00:00,compressor_overhaul,P1,completed_late,46.1,85.04,0.9,0.5895
+WO-0000000168,FAIL-0000000168,EQ-000000156,FAC-000010,2023-03-22T09:13:24.439182+00:00,seal_replacement,P1,completed,7.1,24.37,9.85,0.7792
+WO-0000000169,FAIL-0000000169,EQ-000000157,FAC-000010,2023-01-22T19:43:19.507441+00:00,seal_replacement,P1,completed,24.02,5.92,0.0,0.8203
+WO-0000000170,FAIL-0000000170,EQ-000000157,FAC-000010,2023-01-06T11:00:32.280839+00:00,emergency_shutdown_repair,P2,completed,17.91,26.45,0.0,0.6321
+WO-0000000171,FAIL-0000000171,EQ-000000158,FAC-000010,2023-03-12T03:43:07.987197+00:00,compressor_overhaul,P3,completed,9.54,17.95,0.05,0.5127
+WO-0000000172,FAIL-0000000172,EQ-000000158,FAC-000010,2023-03-25T15:11:01.221678+00:00,minor_repair,P3,temporary_fix,87.8,40.75,0.0,0.8018
+WO-0000000173,FAIL-0000000173,EQ-000000158,FAC-000010,2023-03-27T15:55:04.673168+00:00,compressor_overhaul,P4,completed,16.68,12.24,0.0,0.3789
+WO-0000000174,FAIL-0000000174,EQ-000000158,FAC-000010,2023-01-18T05:18:32.765772+00:00,compressor_overhaul,P4,completed,8.45,61.51,4.95,0.4772
+WO-0000000175,FAIL-0000000175,EQ-000000159,FAC-000010,2023-01-05T23:12:09.466728+00:00,seal_replacement,emergency,completed,8.71,19.77,0.0,0.6911
+WO-0000000176,FAIL-0000000176,EQ-000000160,FAC-000010,2023-03-19T04:16:23.515807+00:00,emergency_shutdown_repair,P1,temporary_fix,30.05,19.77,6.81,0.7487
+WO-0000000177,FAIL-0000000177,EQ-000000160,FAC-000010,2023-02-08T02:21:36.314440+00:00,seal_replacement,P1,completed,23.78,12.94,0.47,0.6227
+WO-0000000178,FAIL-0000000178,EQ-000000161,FAC-000010,2023-01-24T09:08:25.587861+00:00,pump_rebuild,P2,completed_late,9.63,51.18,6.67,0.7469
+WO-0000000179,FAIL-0000000179,EQ-000000161,FAC-000010,2023-03-26T18:05:11.519026+00:00,emergency_shutdown_repair,P3,completed,18.91,24.87,1.25,0.8805
+WO-0000000180,FAIL-0000000180,EQ-000000161,FAC-000010,2023-03-30T10:21:08.693789+00:00,emergency_shutdown_repair,P3,completed_late,14.61,16.33,0.0,0.7203
+WO-0000000181,FAIL-0000000181,EQ-000000162,FAC-000010,2023-03-22T12:27:23.302016+00:00,seal_replacement,P2,completed,14.96,65.38,11.74,0.7417
+WO-0000000182,FAIL-0000000182,EQ-000000162,FAC-000010,2023-03-11T07:44:24.967061+00:00,pump_rebuild,P2,completed_late,15.32,19.74,0.86,0.76
+WO-0000000183,FAIL-0000000183,EQ-000000163,FAC-000010,2023-02-07T11:50:05.340387+00:00,emergency_shutdown_repair,P2,completed,21.06,5.08,17.17,0.9096
+WO-0000000184,FAIL-0000000184,EQ-000000164,FAC-000010,2023-03-01T18:58:16.067132+00:00,inspect_only,P3,completed,20.7,22.78,23.34,0.7549
+WO-0000000185,FAIL-0000000185,EQ-000000165,FAC-000010,2023-03-22T08:56:33.535296+00:00,bearing_replacement,P1,completed,12.42,11.42,1.65,0.4511
+WO-0000000186,FAIL-0000000186,EQ-000000167,FAC-000010,2023-02-01T23:55:08.949244+00:00,pump_rebuild,P4,completed_late,26.54,21.28,9.43,0.9407
+WO-0000000187,FAIL-0000000187,EQ-000000168,FAC-000010,2023-02-16T10:10:58.524401+00:00,bearing_replacement,P2,completed_late,24.94,15.72,0.3,0.3864
+WO-0000000188,FAIL-0000000188,EQ-000000168,FAC-000010,2023-03-09T02:32:05.922467+00:00,pump_rebuild,P4,completed,15.84,23.15,1.08,0.5335
+WO-0000000189,FAIL-0000000189,EQ-000000170,FAC-000011,2023-02-27T11:20:11.721650+00:00,inspect_only,P4,temporary_fix,10.3,17.07,3.47,0.6759
+WO-0000000190,FAIL-0000000190,EQ-000000172,FAC-000011,2023-01-08T15:58:54.573649+00:00,inspect_only,P3,completed,10.72,8.7,5.09,0.479
+WO-0000000191,FAIL-0000000191,EQ-000000175,FAC-000011,2023-01-10T19:03:02.579566+00:00,minor_repair,P1,completed,80.3,21.24,3.24,0.7341
+WO-0000000192,FAIL-0000000192,EQ-000000176,FAC-000011,2023-03-02T18:04:34.839227+00:00,pump_rebuild,P3,completed,6.1,36.51,0.95,0.7032
+WO-0000000193,FAIL-0000000193,EQ-000000177,FAC-000011,2023-02-13T01:40:10.227556+00:00,minor_repair,P4,completed,11.42,26.71,5.58,0.4349
+WO-0000000194,FAIL-0000000194,EQ-000000179,FAC-000011,2023-03-13T00:27:44.079190+00:00,compressor_overhaul,P3,completed,5.22,9.51,5.59,0.5263
+WO-0000000195,FAIL-0000000195,EQ-000000180,FAC-000011,2023-03-31T01:56:32.936889+00:00,seal_replacement,P3,completed,4.02,40.5,3.33,0.4264
+WO-0000000196,FAIL-0000000196,EQ-000000180,FAC-000011,2023-01-09T00:49:48.531488+00:00,minor_repair,P4,completed_late,12.48,27.09,9.87,0.7776
+WO-0000000197,FAIL-0000000197,EQ-000000181,FAC-000011,2023-01-12T23:09:44.302964+00:00,valve_overhaul,P2,completed,17.68,23.84,24.32,0.8883
+WO-0000000198,FAIL-0000000198,EQ-000000181,FAC-000011,2023-03-29T06:07:23.109540+00:00,bearing_replacement,P3,completed,17.21,15.17,0.0,0.5406
+WO-0000000199,FAIL-0000000199,EQ-000000181,FAC-000011,2023-01-09T08:30:37.256344+00:00,minor_repair,P2,deferred,7.33,28.15,11.64,0.6762
+WO-0000000200,FAIL-0000000200,EQ-000000182,FAC-000011,2023-02-01T05:23:56.951240+00:00,minor_repair,P3,completed,15.16,32.3,0.38,0.7346
+WO-0000000201,FAIL-0000000201,EQ-000000183,FAC-000011,2023-01-14T13:19:19.993854+00:00,emergency_shutdown_repair,P2,completed_late,51.78,20.05,0.0,0.8866
+WO-0000000202,FAIL-0000000202,EQ-000000184,FAC-000011,2023-03-20T16:52:12.976235+00:00,compressor_overhaul,P3,completed,12.71,17.78,2.67,0.9232
+WO-0000000203,FAIL-0000000203,EQ-000000185,FAC-000011,2023-02-04T15:08:19.332164+00:00,seal_replacement,P2,completed,12.06,14.03,11.39,0.771
+WO-0000000204,FAIL-0000000204,EQ-000000185,FAC-000011,2023-01-26T16:46:37.992035+00:00,emergency_shutdown_repair,P2,completed,8.37,18.15,0.0,0.7126
+WO-0000000205,FAIL-0000000205,EQ-000000185,FAC-000011,2023-03-08T02:55:48.894820+00:00,seal_replacement,P3,completed,9.67,22.35,0.0,0.4305
+WO-0000000206,FAIL-0000000206,EQ-000000185,FAC-000011,2023-03-31T14:35:16.383395+00:00,bearing_replacement,P3,deferred,49.16,7.01,15.46,0.7417
+WO-0000000207,FAIL-0000000207,EQ-000000186,FAC-000011,2023-03-20T11:12:49.679125+00:00,seal_replacement,emergency,completed,41.86,6.54,2.06,0.8824
+WO-0000000208,FAIL-0000000208,EQ-000000186,FAC-000011,2023-01-26T17:31:08.104024+00:00,seal_replacement,P1,completed_late,9.33,10.11,22.35,0.2886
+WO-0000000209,FAIL-0000000209,EQ-000000186,FAC-000011,2023-02-07T15:51:43.195129+00:00,minor_repair,P1,completed,12.43,68.9,0.77,0.8247
+WO-0000000210,FAIL-0000000210,EQ-000000187,FAC-000011,2023-02-08T16:25:30.191618+00:00,inspect_only,P2,completed,6.62,16.94,2.11,0.7267
+WO-0000000211,FAIL-0000000211,EQ-000000188,FAC-000011,2023-03-20T12:09:02.810857+00:00,inspect_only,emergency,completed,17.7,9.06,6.77,0.5592
+WO-0000000212,FAIL-0000000212,EQ-000000188,FAC-000011,2023-02-23T17:56:20.256626+00:00,seal_replacement,P3,completed,25.82,62.34,11.87,0.6065
+WO-0000000213,FAIL-0000000213,EQ-000000188,FAC-000011,2023-02-02T08:43:49.857438+00:00,minor_repair,P1,completed_late,17.99,29.82,1.42,0.8895
+WO-0000000214,FAIL-0000000214,EQ-000000189,FAC-000012,2023-02-02T08:23:24.631831+00:00,valve_overhaul,P2,completed_late,17.77,19.48,2.55,0.8531
+WO-0000000215,FAIL-0000000215,EQ-000000190,FAC-000012,2023-02-28T11:40:53.235985+00:00,bearing_replacement,P4,temporary_fix,21.71,17.98,0.9,0.7612
+WO-0000000216,FAIL-0000000216,EQ-000000190,FAC-000012,2023-01-16T09:51:18.018545+00:00,bearing_replacement,emergency,temporary_fix,33.09,21.52,6.72,0.3264
+WO-0000000217,FAIL-0000000217,EQ-000000190,FAC-000012,2023-01-08T12:02:40.719102+00:00,inspect_only,P3,deferred,3.73,17.45,3.39,0.6633
+WO-0000000218,FAIL-0000000218,EQ-000000190,FAC-000012,2023-03-26T14:51:26.874901+00:00,seal_replacement,P4,completed,14.2,19.63,0.0,0.7297
+WO-0000000219,FAIL-0000000219,EQ-000000191,FAC-000012,2023-01-01T12:58:42.434802+00:00,seal_replacement,P3,completed,14.71,11.57,8.1,0.5607
+WO-0000000220,FAIL-0000000220,EQ-000000193,FAC-000012,2023-03-17T09:46:03.866759+00:00,minor_repair,emergency,completed,36.47,19.44,2.94,0.2684
+WO-0000000221,FAIL-0000000221,EQ-000000193,FAC-000012,2023-02-08T05:57:38.054552+00:00,pump_rebuild,P2,completed,10.01,9.23,0.5,0.5003
+WO-0000000222,FAIL-0000000222,EQ-000000194,FAC-000012,2023-03-17T14:10:32.041077+00:00,seal_replacement,P1,completed_late,26.62,33.75,9.95,0.924
+WO-0000000223,FAIL-0000000223,EQ-000000195,FAC-000012,2023-02-07T06:03:47.938861+00:00,inspect_only,P2,completed_late,17.71,6.65,1.13,0.4645
+WO-0000000224,FAIL-0000000224,EQ-000000195,FAC-000012,2023-03-06T18:05:16.338530+00:00,compressor_overhaul,P2,completed,28.95,38.38,2.15,0.9472
+WO-0000000225,FAIL-0000000225,EQ-000000196,FAC-000012,2023-03-28T15:49:52.322933+00:00,bearing_replacement,P2,completed,11.6,8.37,0.03,0.6998
+WO-0000000226,FAIL-0000000226,EQ-000000196,FAC-000012,2023-03-25T13:36:16.374049+00:00,compressor_overhaul,P2,completed,12.89,22.6,10.79,0.8478
+WO-0000000227,FAIL-0000000227,EQ-000000196,FAC-000012,2023-03-26T17:00:00.290683+00:00,compressor_overhaul,P3,completed_late,25.84,28.43,7.8,0.9398
+WO-0000000228,FAIL-0000000228,EQ-000000196,FAC-000012,2023-01-16T15:16:52.665264+00:00,emergency_shutdown_repair,P3,completed_late,21.18,46.59,0.0,0.8312
+WO-0000000229,FAIL-0000000229,EQ-000000197,FAC-000012,2023-02-12T22:41:41.538160+00:00,emergency_shutdown_repair,P2,completed,15.85,27.12,8.39,0.7546
+WO-0000000230,FAIL-0000000230,EQ-000000197,FAC-000012,2023-01-28T12:05:03.722049+00:00,valve_overhaul,P2,completed,18.05,18.13,0.0,0.884
+WO-0000000231,FAIL-0000000231,EQ-000000198,FAC-000012,2023-02-12T08:32:00.843712+00:00,minor_repair,P3,deferred,99.03,4.4,4.04,0.7884
+WO-0000000232,FAIL-0000000232,EQ-000000198,FAC-000012,2023-02-08T00:41:35.697521+00:00,compressor_overhaul,P1,completed,15.25,12.82,0.73,0.5395
+WO-0000000233,FAIL-0000000233,EQ-000000198,FAC-000012,2023-02-15T00:19:51.450432+00:00,minor_repair,P2,completed,19.27,9.7,0.0,0.9181
+WO-0000000234,FAIL-0000000234,EQ-000000199,FAC-000012,2023-03-18T19:58:41.210895+00:00,bearing_replacement,P1,completed,14.7,5.76,11.86,0.8897
+WO-0000000235,FAIL-0000000235,EQ-000000199,FAC-000012,2023-03-08T21:40:40.694878+00:00,emergency_shutdown_repair,P2,completed,2.78,22.23,0.33,0.6333
+WO-0000000236,FAIL-0000000236,EQ-000000200,FAC-000012,2023-03-01T03:44:48.441858+00:00,seal_replacement,emergency,completed,21.46,24.83,1.89,0.8272
+WO-0000000237,FAIL-0000000237,EQ-000000202,FAC-000012,2023-02-19T09:00:45.904509+00:00,minor_repair,P2,completed,5.7,12.56,5.64,0.9794
+WO-0000000238,FAIL-0000000238,EQ-000000202,FAC-000012,2023-01-08T20:02:49.339739+00:00,inspect_only,emergency,completed,6.34,28.43,7.29,0.6547
+WO-0000000239,FAIL-0000000239,EQ-000000202,FAC-000012,2023-02-22T09:49:12.984448+00:00,emergency_shutdown_repair,P3,completed,54.91,17.08,0.0,0.6088
+WO-0000000240,FAIL-0000000240,EQ-000000203,FAC-000012,2023-01-25T03:31:12.221122+00:00,minor_repair,P3,completed,26.47,19.17,5.27,0.7571
+WO-0000000241,FAIL-0000000241,EQ-000000204,FAC-000012,2023-02-25T19:07:16.216302+00:00,valve_overhaul,P3,temporary_fix,14.01,51.84,9.15,0.7643
+WO-0000000242,FAIL-0000000242,EQ-000000204,FAC-000012,2023-01-05T04:27:02.529432+00:00,pump_rebuild,P2,completed,19.0,13.1,1.07,0.8167
+WO-0000000243,FAIL-0000000243,EQ-000000205,FAC-000012,2023-04-01T01:16:32.170924+00:00,bearing_replacement,P4,completed,13.87,10.59,1.44,0.7484
+WO-0000000244,FAIL-0000000244,EQ-000000207,FAC-000013,2023-01-01T11:09:39.841206+00:00,bearing_replacement,emergency,completed,15.95,18.5,0.72,0.6362
+WO-0000000245,FAIL-0000000245,EQ-000000209,FAC-000013,2023-03-02T01:44:44.825516+00:00,valve_overhaul,P2,completed,31.29,30.1,0.0,0.6254
+WO-0000000246,FAIL-0000000246,EQ-000000210,FAC-000013,2023-03-30T19:38:27.503139+00:00,minor_repair,P3,deferred,45.05,35.92,1.77,0.8172
+WO-0000000247,FAIL-0000000247,EQ-000000211,FAC-000013,2023-02-09T16:46:19.441761+00:00,seal_replacement,P2,completed,21.32,12.49,1.63,0.4092
+WO-0000000248,FAIL-0000000248,EQ-000000213,FAC-000013,2023-02-01T05:39:47.600409+00:00,emergency_shutdown_repair,P3,completed,8.42,3.78,0.42,0.8788
+WO-0000000249,FAIL-0000000249,EQ-000000214,FAC-000013,2023-02-13T03:44:54.341332+00:00,pump_rebuild,P3,completed,18.4,27.81,1.57,0.828
+WO-0000000250,FAIL-0000000250,EQ-000000215,FAC-000013,2023-02-11T10:54:38.173989+00:00,pump_rebuild,P2,deferred,29.04,65.8,51.38,0.7156
+WO-0000000251,FAIL-0000000251,EQ-000000216,FAC-000013,2023-01-20T10:44:48.520284+00:00,inspect_only,P1,completed_late,23.8,27.71,1.27,0.7219
+WO-0000000252,FAIL-0000000252,EQ-000000216,FAC-000013,2023-02-15T22:05:23.163153+00:00,bearing_replacement,emergency,completed,21.83,19.81,3.25,0.6415
+WO-0000000253,FAIL-0000000253,EQ-000000217,FAC-000013,2023-01-07T17:39:44.676703+00:00,minor_repair,P3,completed,7.85,25.55,1.2,0.6234
+WO-0000000254,FAIL-0000000254,EQ-000000219,FAC-000013,2023-02-03T10:18:19.016142+00:00,emergency_shutdown_repair,P4,completed_late,44.79,8.0,9.1,0.465
+WO-0000000255,FAIL-0000000255,EQ-000000219,FAC-000013,2023-03-11T20:12:15.560949+00:00,compressor_overhaul,P2,completed_late,4.57,14.51,9.58,0.6257
+WO-0000000256,FAIL-0000000256,EQ-000000219,FAC-000013,2023-02-11T05:37:35.114986+00:00,compressor_overhaul,P2,completed,27.57,26.05,29.91,0.7176
+WO-0000000257,FAIL-0000000257,EQ-000000220,FAC-000013,2023-03-21T20:40:54.113337+00:00,pump_rebuild,P2,completed,14.38,17.4,5.91,0.6651
+WO-0000000258,FAIL-0000000258,EQ-000000220,FAC-000013,2023-01-21T05:58:52.895178+00:00,compressor_overhaul,emergency,completed_late,14.54,23.75,18.11,0.7321
+WO-0000000259,FAIL-0000000259,EQ-000000221,FAC-000013,2023-01-03T07:22:32.349444+00:00,inspect_only,P4,completed,16.15,19.56,1.76,0.4274
+WO-0000000260,FAIL-0000000260,EQ-000000221,FAC-000013,2023-02-15T06:37:50.877701+00:00,inspect_only,P2,completed,10.39,10.42,0.0,0.5503
+WO-0000000261,FAIL-0000000261,EQ-000000221,FAC-000013,2023-02-28T20:51:03.250598+00:00,seal_replacement,emergency,temporary_fix,11.28,7.95,6.48,0.8439
+WO-0000000262,FAIL-0000000262,EQ-000000222,FAC-000013,2023-03-30T12:03:43.325812+00:00,seal_replacement,P1,completed,16.96,10.99,3.9,0.7118
+WO-0000000263,FAIL-0000000263,EQ-000000222,FAC-000013,2023-01-16T17:56:36.365156+00:00,emergency_shutdown_repair,P2,completed,11.37,10.86,18.93,0.501
+WO-0000000264,FAIL-0000000264,EQ-000000222,FAC-000013,2023-03-12T12:15:04.774862+00:00,seal_replacement,P2,completed_late,10.21,28.61,8.19,0.9503
+WO-0000000265,FAIL-0000000265,EQ-000000223,FAC-000013,2023-01-06T05:09:25.301692+00:00,seal_replacement,P1,completed,13.96,39.0,4.56,0.9142
+WO-0000000266,FAIL-0000000266,EQ-000000224,FAC-000013,2023-02-27T10:18:12.753570+00:00,pump_rebuild,P3,completed,29.12,27.5,2.7,0.7712
+WO-0000000267,FAIL-0000000267,EQ-000000224,FAC-000013,2023-01-07T21:05:09.945281+00:00,pump_rebuild,P2,completed_late,39.25,16.5,11.4,0.8336
+WO-0000000268,FAIL-0000000268,EQ-000000225,FAC-000013,2023-02-05T14:23:06.917184+00:00,seal_replacement,P2,completed,19.02,30.84,0.19,0.4123
+WO-0000000269,FAIL-0000000269,EQ-000000226,FAC-000013,2023-01-31T07:10:02.421379+00:00,pump_rebuild,P3,completed,20.04,26.85,0.57,0.8961
+WO-0000000270,FAIL-0000000270,EQ-000000228,FAC-000014,2023-01-26T15:52:42.534198+00:00,compressor_overhaul,P2,completed_late,14.21,11.89,0.0,0.6511
+WO-0000000271,FAIL-0000000271,EQ-000000229,FAC-000014,2023-01-11T18:35:30.166228+00:00,compressor_overhaul,P3,completed,14.2,16.6,9.81,0.7653
+WO-0000000272,FAIL-0000000272,EQ-000000230,FAC-000014,2023-01-25T10:41:21.416600+00:00,pump_rebuild,P2,temporary_fix,35.27,38.63,0.01,0.5886
+WO-0000000273,FAIL-0000000273,EQ-000000231,FAC-000014,2023-01-30T10:29:15.073989+00:00,inspect_only,P2,completed,11.51,17.15,2.9,0.6028
+WO-0000000274,FAIL-0000000274,EQ-000000231,FAC-000014,2023-02-22T18:17:21.948513+00:00,pump_rebuild,P2,completed,20.22,22.89,2.74,0.801
+WO-0000000275,FAIL-0000000275,EQ-000000231,FAC-000014,2023-01-11T02:54:08.556084+00:00,bearing_replacement,P3,completed,26.87,9.15,0.0,0.6913
+WO-0000000276,FAIL-0000000276,EQ-000000232,FAC-000014,2023-01-12T05:24:38.969342+00:00,bearing_replacement,P4,completed_late,10.42,8.81,3.73,0.5389
+WO-0000000277,FAIL-0000000277,EQ-000000233,FAC-000014,2023-01-12T04:18:51.654411+00:00,inspect_only,P2,completed,6.37,41.16,2.14,0.7477
+WO-0000000278,FAIL-0000000278,EQ-000000236,FAC-000014,2023-02-21T16:24:39.219781+00:00,seal_replacement,P3,completed,20.84,12.63,9.16,0.477
+WO-0000000279,FAIL-0000000279,EQ-000000236,FAC-000014,2023-01-09T09:30:44.223799+00:00,compressor_overhaul,P2,deferred,21.97,10.05,0.07,0.3742
+WO-0000000280,FAIL-0000000280,EQ-000000239,FAC-000014,2023-03-02T08:57:17.014759+00:00,minor_repair,P1,completed,10.8,11.26,5.79,0.625
+WO-0000000281,FAIL-0000000281,EQ-000000240,FAC-000014,2023-03-08T12:01:58.605257+00:00,compressor_overhaul,P1,completed_late,22.91,12.97,2.07,0.8563
+WO-0000000282,FAIL-0000000282,EQ-000000240,FAC-000014,2023-01-11T22:34:55.043722+00:00,emergency_shutdown_repair,P2,completed,6.27,10.28,0.99,0.9291
+WO-0000000283,FAIL-0000000283,EQ-000000241,FAC-000014,2023-02-21T08:37:05.530362+00:00,seal_replacement,P2,completed,46.92,10.67,26.44,0.6936
+WO-0000000284,FAIL-0000000284,EQ-000000243,FAC-000014,2023-03-29T00:18:28.508203+00:00,emergency_shutdown_repair,P2,completed,20.69,13.72,1.06,0.7256
+WO-0000000285,FAIL-0000000285,EQ-000000244,FAC-000014,2023-02-07T01:59:32.558833+00:00,compressor_overhaul,P4,completed_late,18.2,27.28,11.78,0.9432
+WO-0000000286,FAIL-0000000286,EQ-000000246,FAC-000014,2023-02-10T14:27:04.224981+00:00,bearing_replacement,P1,completed_late,23.15,16.52,9.25,0.4385
+WO-0000000287,FAIL-0000000287,EQ-000000246,FAC-000014,2023-02-06T10:32:56.626822+00:00,inspect_only,P3,completed,28.83,8.0,0.5,0.8952
+WO-0000000288,FAIL-0000000288,EQ-000000246,FAC-000014,2023-02-10T03:59:25.794126+00:00,minor_repair,P2,completed_late,13.09,13.18,7.78,0.5911
+WO-0000000289,FAIL-0000000289,EQ-000000246,FAC-000014,2023-03-01T12:40:33.220815+00:00,minor_repair,P1,completed_late,12.15,13.8,0.0,0.4962
+WO-0000000290,FAIL-0000000290,EQ-000000247,FAC-000015,2023-02-03T17:50:16.301719+00:00,inspect_only,P1,completed,30.59,23.63,5.15,0.7811
+WO-0000000291,FAIL-0000000291,EQ-000000249,FAC-000015,2023-03-22T09:06:12.018017+00:00,emergency_shutdown_repair,P1,completed_late,5.64,29.34,0.0,0.9178
+WO-0000000292,FAIL-0000000292,EQ-000000251,FAC-000015,2023-02-06T01:30:19.715997+00:00,compressor_overhaul,P3,completed_late,37.26,31.96,0.0,0.9331
+WO-0000000293,FAIL-0000000293,EQ-000000251,FAC-000015,2023-03-04T20:33:55.643228+00:00,seal_replacement,P3,deferred,5.11,17.21,0.0,0.8151
+WO-0000000294,FAIL-0000000294,EQ-000000252,FAC-000015,2023-03-09T20:50:24.493762+00:00,pump_rebuild,P1,completed,16.43,2.97,2.82,0.5815
+WO-0000000295,FAIL-0000000295,EQ-000000252,FAC-000015,2023-03-17T13:48:31.499444+00:00,seal_replacement,P1,completed,59.97,45.36,0.0,0.9787
+WO-0000000296,FAIL-0000000296,EQ-000000253,FAC-000015,2023-02-26T10:28:56.019865+00:00,valve_overhaul,P2,completed,49.73,24.53,0.55,0.8242
+WO-0000000297,FAIL-0000000297,EQ-000000254,FAC-000015,2023-01-08T22:34:02.975065+00:00,bearing_replacement,P4,completed,36.61,10.88,9.48,0.751
+WO-0000000298,FAIL-0000000298,EQ-000000254,FAC-000015,2023-02-27T00:41:03.803617+00:00,inspect_only,P2,completed,47.06,8.38,8.93,0.9796
+WO-0000000299,FAIL-0000000299,EQ-000000254,FAC-000015,2023-01-07T09:47:55.272257+00:00,valve_overhaul,emergency,completed,29.91,20.84,2.72,0.8689
+WO-0000000300,FAIL-0000000300,EQ-000000255,FAC-000015,2023-01-15T21:46:26.233675+00:00,pump_rebuild,P1,completed,8.57,52.44,12.28,0.4506
+WO-0000000301,FAIL-0000000301,EQ-000000255,FAC-000015,2023-01-02T19:06:04.857741+00:00,minor_repair,P3,completed_late,17.69,13.2,13.82,0.7598
+WO-0000000302,FAIL-0000000302,EQ-000000256,FAC-000015,2023-03-20T00:35:31.459932+00:00,emergency_shutdown_repair,P1,completed,7.09,32.07,12.29,0.6975
+WO-0000000303,FAIL-0000000303,EQ-000000256,FAC-000015,2023-01-03T13:14:50.041420+00:00,emergency_shutdown_repair,P4,completed,51.19,16.19,2.55,0.849
+WO-0000000304,FAIL-0000000304,EQ-000000257,FAC-000016,2023-01-19T17:02:53.699309+00:00,compressor_overhaul,P1,deferred,34.76,40.21,0.0,0.6269
+WO-0000000305,FAIL-0000000305,EQ-000000257,FAC-000016,2023-03-10T22:58:43.626362+00:00,compressor_overhaul,P1,completed_late,11.94,11.04,0.8,0.5703
+WO-0000000306,FAIL-0000000306,EQ-000000258,FAC-000016,2023-03-31T10:47:45.632557+00:00,pump_rebuild,P3,completed_late,7.93,20.35,0.12,0.8354
+WO-0000000307,FAIL-0000000307,EQ-000000261,FAC-000016,2023-03-03T12:17:17.420801+00:00,minor_repair,P3,completed,7.53,17.78,7.4,0.9377
+WO-0000000308,FAIL-0000000308,EQ-000000262,FAC-000016,2023-03-01T16:16:05.883518+00:00,bearing_replacement,P3,completed,10.39,14.43,1.44,0.7281
+WO-0000000309,FAIL-0000000309,EQ-000000262,FAC-000016,2023-01-15T12:20:30.249673+00:00,pump_rebuild,P2,completed_late,10.94,14.37,3.48,0.8133
+WO-0000000310,FAIL-0000000310,EQ-000000263,FAC-000016,2023-02-20T20:33:17.430908+00:00,bearing_replacement,P2,completed,8.96,23.24,4.74,0.8472
+WO-0000000311,FAIL-0000000311,EQ-000000263,FAC-000016,2023-01-07T22:44:12.119934+00:00,compressor_overhaul,P3,temporary_fix,12.01,9.28,2.0,0.8286
+WO-0000000312,FAIL-0000000312,EQ-000000263,FAC-000016,2023-01-07T04:14:02.958822+00:00,emergency_shutdown_repair,P3,completed,18.24,12.52,12.09,0.5766
+WO-0000000313,FAIL-0000000313,EQ-000000264,FAC-000016,2023-02-08T14:52:15.144741+00:00,valve_overhaul,P3,completed,9.8,17.55,17.58,0.7548
+WO-0000000314,FAIL-0000000314,EQ-000000264,FAC-000016,2023-03-30T05:03:42.420747+00:00,seal_replacement,P3,completed,10.08,9.67,6.37,0.9456
+WO-0000000315,FAIL-0000000315,EQ-000000265,FAC-000016,2023-02-02T09:05:35.971330+00:00,seal_replacement,emergency,deferred,69.67,31.9,0.0,0.7777
+WO-0000000316,FAIL-0000000316,EQ-000000267,FAC-000016,2023-01-06T20:54:10.035330+00:00,emergency_shutdown_repair,P2,completed_late,23.68,8.78,3.93,0.8649
+WO-0000000317,FAIL-0000000317,EQ-000000267,FAC-000016,2023-01-01T10:02:32.650003+00:00,emergency_shutdown_repair,P2,completed,17.75,12.48,0.0,0.8172
+WO-0000000318,FAIL-0000000318,EQ-000000267,FAC-000016,2023-03-07T03:06:35.937392+00:00,emergency_shutdown_repair,P4,completed,13.14,22.68,3.43,0.8538
+WO-0000000319,FAIL-0000000319,EQ-000000267,FAC-000016,2023-03-06T05:24:06.291617+00:00,bearing_replacement,P2,deferred,7.85,21.59,1.8,0.5525
+WO-0000000320,FAIL-0000000320,EQ-000000268,FAC-000016,2023-02-08T09:25:39.208985+00:00,minor_repair,P2,completed,70.93,11.37,0.0,0.5138
+WO-0000000321,FAIL-0000000321,EQ-000000268,FAC-000016,2023-03-30T23:09:08.070513+00:00,pump_rebuild,P2,deferred,18.19,18.0,0.0,0.8129
+WO-0000000322,FAIL-0000000322,EQ-000000269,FAC-000016,2023-03-30T06:29:42.375819+00:00,inspect_only,P4,temporary_fix,12.99,47.14,2.99,0.9633
+WO-0000000323,FAIL-0000000323,EQ-000000270,FAC-000016,2023-01-08T23:58:35.393452+00:00,seal_replacement,P3,deferred,21.45,6.78,0.0,0.7951
+WO-0000000324,FAIL-0000000324,EQ-000000272,FAC-000016,2023-03-05T00:27:29.385003+00:00,minor_repair,P2,completed,7.64,6.17,5.92,0.6398
+WO-0000000325,FAIL-0000000325,EQ-000000273,FAC-000016,2023-02-04T19:26:02.961244+00:00,compressor_overhaul,emergency,completed,17.42,14.96,0.28,0.5504
+WO-0000000326,FAIL-0000000326,EQ-000000274,FAC-000016,2023-03-12T01:48:36.165057+00:00,emergency_shutdown_repair,P1,completed,15.21,15.17,2.32,0.9341
+WO-0000000327,FAIL-0000000327,EQ-000000275,FAC-000016,2023-03-27T04:59:38.336543+00:00,inspect_only,P2,completed,7.12,11.62,3.26,0.7054
+WO-0000000328,FAIL-0000000328,EQ-000000276,FAC-000016,2023-03-04T19:27:33.465540+00:00,valve_overhaul,emergency,completed,7.01,24.73,2.99,0.733
+WO-0000000329,FAIL-0000000329,EQ-000000279,FAC-000017,2023-01-15T06:26:09.956489+00:00,pump_rebuild,P3,completed,12.0,4.62,2.64,0.6586
+WO-0000000330,FAIL-0000000330,EQ-000000281,FAC-000017,2023-01-24T16:49:59.279905+00:00,pump_rebuild,emergency,deferred,14.31,15.35,0.55,0.777
+WO-0000000331,FAIL-0000000331,EQ-000000282,FAC-000017,2023-03-03T12:24:17.506275+00:00,pump_rebuild,P2,deferred,38.99,89.91,3.18,0.7839
+WO-0000000332,FAIL-0000000332,EQ-000000283,FAC-000017,2023-03-11T22:46:46.830324+00:00,emergency_shutdown_repair,P3,completed_late,30.82,49.55,0.0,0.5025
+WO-0000000333,FAIL-0000000333,EQ-000000283,FAC-000017,2023-01-13T23:00:48.556628+00:00,minor_repair,emergency,completed,6.04,20.06,0.0,0.5745
+WO-0000000334,FAIL-0000000334,EQ-000000284,FAC-000017,2023-01-27T08:07:03.617806+00:00,minor_repair,P1,deferred,8.77,12.51,3.35,0.6427
+WO-0000000335,FAIL-0000000335,EQ-000000285,FAC-000017,2023-01-04T04:45:46.101078+00:00,compressor_overhaul,P3,completed,15.06,21.17,2.91,0.6485
+WO-0000000336,FAIL-0000000336,EQ-000000287,FAC-000017,2023-01-24T22:06:11.991288+00:00,inspect_only,P3,completed,31.41,4.96,5.32,0.5136
+WO-0000000337,FAIL-0000000337,EQ-000000287,FAC-000017,2023-03-24T17:13:37.699529+00:00,valve_overhaul,P3,completed,16.37,65.93,15.8,0.9647
+WO-0000000338,FAIL-0000000338,EQ-000000288,FAC-000017,2023-01-09T07:04:32.972943+00:00,inspect_only,P1,deferred,6.35,47.88,0.0,0.7255
+WO-0000000339,FAIL-0000000339,EQ-000000288,FAC-000017,2023-01-10T01:06:20.356465+00:00,emergency_shutdown_repair,P4,deferred,22.49,16.67,21.38,0.8473
+WO-0000000340,FAIL-0000000340,EQ-000000291,FAC-000017,2023-03-16T02:14:25.591609+00:00,valve_overhaul,P2,completed,17.92,24.72,0.0,0.7783
+WO-0000000341,FAIL-0000000341,EQ-000000291,FAC-000017,2023-03-04T20:55:31.726410+00:00,valve_overhaul,P4,completed,18.16,12.81,2.08,0.8139
+WO-0000000342,FAIL-0000000342,EQ-000000292,FAC-000017,2023-02-28T16:16:18.931483+00:00,bearing_replacement,P1,completed_late,9.43,45.86,4.81,0.5525
+WO-0000000343,FAIL-0000000343,EQ-000000293,FAC-000017,2023-03-27T22:12:53.395543+00:00,emergency_shutdown_repair,P2,completed,12.43,11.91,0.56,0.4758
+WO-0000000344,FAIL-0000000344,EQ-000000295,FAC-000017,2023-02-09T09:28:58.548671+00:00,emergency_shutdown_repair,P1,completed,31.45,134.71,2.04,0.5836
+WO-0000000345,FAIL-0000000345,EQ-000000295,FAC-000017,2023-01-12T13:28:33.975962+00:00,valve_overhaul,P2,completed,38.41,16.98,8.42,0.9101
+WO-0000000346,FAIL-0000000346,EQ-000000296,FAC-000017,2023-02-16T11:49:23.961852+00:00,pump_rebuild,P4,completed,16.0,3.08,1.99,0.3426
+WO-0000000347,FAIL-0000000347,EQ-000000296,FAC-000017,2023-03-21T01:48:34.308792+00:00,compressor_overhaul,P3,completed,7.19,8.46,3.97,0.5675
+WO-0000000348,FAIL-0000000348,EQ-000000297,FAC-000017,2023-01-09T04:23:45.918610+00:00,emergency_shutdown_repair,P1,completed,17.31,15.75,13.57,0.8233
+WO-0000000349,FAIL-0000000349,EQ-000000299,FAC-000017,2023-02-25T07:16:33.817901+00:00,seal_replacement,P3,completed,23.34,8.8,0.0,0.5798
+WO-0000000350,FAIL-0000000350,EQ-000000299,FAC-000017,2023-01-15T12:53:14.334858+00:00,compressor_overhaul,P3,completed_late,12.02,10.79,6.37,0.5772
+WO-0000000351,FAIL-0000000351,EQ-000000300,FAC-000018,2023-01-11T19:22:39.142384+00:00,compressor_overhaul,P1,completed_late,15.86,24.91,14.56,0.8228
+WO-0000000352,FAIL-0000000352,EQ-000000300,FAC-000018,2023-03-28T13:17:05.391770+00:00,emergency_shutdown_repair,P2,temporary_fix,14.43,8.65,20.97,0.6728
+WO-0000000353,FAIL-0000000353,EQ-000000301,FAC-000018,2023-03-14T08:00:12.176113+00:00,inspect_only,P3,completed_late,53.38,54.42,6.69,0.922
+WO-0000000354,FAIL-0000000354,EQ-000000301,FAC-000018,2023-02-15T17:25:34.976354+00:00,compressor_overhaul,P1,completed_late,8.93,18.9,10.24,0.7407
+WO-0000000355,FAIL-0000000355,EQ-000000302,FAC-000018,2023-01-28T14:25:56.858734+00:00,valve_overhaul,P4,deferred,23.99,12.68,1.21,0.6387
+WO-0000000356,FAIL-0000000356,EQ-000000302,FAC-000018,2023-03-09T20:02:26.284622+00:00,inspect_only,P1,completed,12.42,10.51,0.0,0.7429
+WO-0000000357,FAIL-0000000357,EQ-000000303,FAC-000018,2023-03-05T00:09:49.640480+00:00,bearing_replacement,P2,completed_late,7.41,32.89,9.8,0.7215
+WO-0000000358,FAIL-0000000358,EQ-000000304,FAC-000018,2023-02-12T21:02:00.451873+00:00,bearing_replacement,P2,completed,26.19,17.02,3.95,0.7321
+WO-0000000359,FAIL-0000000359,EQ-000000304,FAC-000018,2023-01-18T19:54:16.174466+00:00,compressor_overhaul,P2,deferred,16.02,34.25,8.25,0.6017
+WO-0000000360,FAIL-0000000360,EQ-000000305,FAC-000018,2023-03-12T06:38:34.004266+00:00,bearing_replacement,P1,completed,9.41,14.73,11.17,0.8297
+WO-0000000361,FAIL-0000000361,EQ-000000307,FAC-000018,2023-02-05T10:16:20.156595+00:00,compressor_overhaul,P3,completed_late,47.42,13.02,3.96,0.6651
+WO-0000000362,FAIL-0000000362,EQ-000000307,FAC-000018,2023-01-13T06:23:26.436207+00:00,pump_rebuild,P1,temporary_fix,30.29,63.81,0.0,0.7076
+WO-0000000363,FAIL-0000000363,EQ-000000310,FAC-000019,2023-01-25T21:14:36.038691+00:00,compressor_overhaul,P1,completed,50.29,60.0,2.12,0.6964
+WO-0000000364,FAIL-0000000364,EQ-000000310,FAC-000019,2023-01-03T10:55:45.604793+00:00,bearing_replacement,P4,completed,13.77,28.01,6.75,0.7297
+WO-0000000365,FAIL-0000000365,EQ-000000311,FAC-000019,2023-01-02T22:32:47.866719+00:00,inspect_only,P4,completed,9.14,12.25,12.92,0.947
+WO-0000000366,FAIL-0000000366,EQ-000000312,FAC-000019,2023-03-04T01:57:44.263552+00:00,valve_overhaul,P3,temporary_fix,26.53,27.85,4.36,0.828
+WO-0000000367,FAIL-0000000367,EQ-000000315,FAC-000019,2023-03-11T12:01:32.370367+00:00,valve_overhaul,P4,completed,15.02,15.97,4.36,0.7531
+WO-0000000368,FAIL-0000000368,EQ-000000315,FAC-000019,2023-03-20T16:22:18.023288+00:00,pump_rebuild,P3,completed,9.87,6.63,5.83,0.9358
+WO-0000000369,FAIL-0000000369,EQ-000000316,FAC-000019,2023-03-16T21:54:51.755729+00:00,minor_repair,P2,completed,10.43,10.78,2.87,0.6408
+WO-0000000370,FAIL-0000000370,EQ-000000316,FAC-000019,2023-03-24T00:51:31.880919+00:00,inspect_only,P1,completed,11.67,8.68,4.36,0.6853
+WO-0000000371,FAIL-0000000371,EQ-000000317,FAC-000019,2023-03-14T05:48:50.468033+00:00,seal_replacement,P2,completed,24.5,2.56,2.66,0.8522
+WO-0000000372,FAIL-0000000372,EQ-000000318,FAC-000019,2023-02-21T20:25:41.058449+00:00,valve_overhaul,P3,completed_late,15.64,67.96,0.8,0.8158
+WO-0000000373,FAIL-0000000373,EQ-000000321,FAC-000019,2023-03-21T20:26:31.487862+00:00,pump_rebuild,P1,completed_late,14.53,18.24,7.23,0.5976
+WO-0000000374,FAIL-0000000374,EQ-000000322,FAC-000019,2023-02-07T12:11:21.973901+00:00,inspect_only,P1,completed,10.85,29.11,1.88,0.8279
+WO-0000000375,FAIL-0000000375,EQ-000000322,FAC-000019,2023-03-31T23:45:50.758702+00:00,minor_repair,P2,completed,10.38,9.92,1.63,0.6174
+WO-0000000376,FAIL-0000000376,EQ-000000322,FAC-000019,2023-02-24T17:55:27.854513+00:00,inspect_only,P1,temporary_fix,27.46,31.34,6.82,0.9331
+WO-0000000377,FAIL-0000000377,EQ-000000324,FAC-000019,2023-03-31T20:13:11.496307+00:00,bearing_replacement,P1,completed,19.42,35.39,1.69,0.4559
+WO-0000000378,FAIL-0000000378,EQ-000000326,FAC-000019,2023-01-23T05:47:13.882823+00:00,seal_replacement,P3,deferred,6.37,25.61,5.4,0.861
+WO-0000000379,FAIL-0000000379,EQ-000000326,FAC-000019,2023-01-25T23:35:01.178866+00:00,minor_repair,P2,completed,8.62,16.32,2.6,0.8837
+WO-0000000380,FAIL-0000000380,EQ-000000327,FAC-000020,2023-03-23T08:53:13.727832+00:00,pump_rebuild,P2,completed,38.25,12.48,16.45,0.7462
+WO-0000000381,FAIL-0000000381,EQ-000000327,FAC-000020,2023-01-02T14:12:55.643485+00:00,compressor_overhaul,P2,completed,14.09,9.69,5.57,0.777
+WO-0000000382,FAIL-0000000382,EQ-000000327,FAC-000020,2023-01-28T22:26:58.832699+00:00,pump_rebuild,P1,completed,38.15,66.68,4.33,0.5135
+WO-0000000383,FAIL-0000000383,EQ-000000327,FAC-000020,2023-01-08T10:24:06.265600+00:00,valve_overhaul,P2,completed_late,9.97,15.98,12.85,0.4926
+WO-0000000384,FAIL-0000000384,EQ-000000328,FAC-000020,2023-01-20T09:00:57.608713+00:00,seal_replacement,emergency,completed,22.41,11.86,3.64,0.6266
+WO-0000000385,FAIL-0000000385,EQ-000000328,FAC-000020,2023-01-15T12:22:23.164963+00:00,bearing_replacement,P1,completed,11.03,13.78,4.18,0.6623
+WO-0000000386,FAIL-0000000386,EQ-000000332,FAC-000020,2023-03-23T12:13:59.202381+00:00,inspect_only,P3,completed,30.02,21.75,8.52,0.4388
+WO-0000000387,FAIL-0000000387,EQ-000000336,FAC-000020,2023-01-09T01:17:29.410559+00:00,valve_overhaul,P2,completed,43.06,9.49,0.0,0.9082
+WO-0000000388,FAIL-0000000388,EQ-000000336,FAC-000020,2023-02-28T06:48:38.810894+00:00,pump_rebuild,P1,completed,8.79,24.08,0.89,0.6573
+WO-0000000389,FAIL-0000000389,EQ-000000337,FAC-000020,2023-03-03T00:48:13.296702+00:00,bearing_replacement,P1,completed,28.13,11.13,38.98,0.8074
+WO-0000000390,FAIL-0000000390,EQ-000000337,FAC-000020,2023-03-26T10:57:40.140772+00:00,inspect_only,P2,completed_late,9.46,12.3,0.0,0.669
+WO-0000000391,FAIL-0000000391,EQ-000000337,FAC-000020,2023-02-20T14:08:48.310925+00:00,seal_replacement,P3,completed_late,18.3,22.11,1.53,0.6635
+WO-0000000392,FAIL-0000000392,EQ-000000337,FAC-000020,2023-02-09T12:52:37.175003+00:00,emergency_shutdown_repair,P2,completed,14.95,10.23,3.34,0.9606
+WO-0000000393,FAIL-0000000393,EQ-000000337,FAC-000020,2023-02-18T14:37:00.433566+00:00,pump_rebuild,P3,completed,14.35,84.84,6.87,0.6524
+WO-0000000394,FAIL-0000000394,EQ-000000337,FAC-000020,2023-01-19T00:22:15.660179+00:00,seal_replacement,P3,completed,7.72,13.88,0.39,0.5594
+WO-0000000395,FAIL-0000000395,EQ-000000337,FAC-000020,2023-01-21T19:14:11.453485+00:00,compressor_overhaul,P1,completed,10.21,17.97,3.96,0.9838
+WO-0000000396,FAIL-0000000396,EQ-000000339,FAC-000020,2023-02-16T03:39:13.482348+00:00,pump_rebuild,P2,temporary_fix,27.65,19.11,5.21,0.6196

pump_failures.csv ADDED Viewed

	@@ -0,0 +1,130 @@

+failure_id,equipment_id,facility_id,failure_timestamp,failure_mode,severity_score,root_cause,detected_by,prior_mtbf_hours,estimated_mttr_hours,unplanned_shutdown_flag,cavitation_score,seal_leak_rate_lpm,bearing_temp_f,pump_efficiency_pct,suction_pressure_psi,discharge_pressure_psi
+FAIL-0000000002,EQ-000000002,FAC-000001,2023-01-11T06:00:00+00:00,impeller_erosion,0.4053,H2S_exposure,vibration_monitor,1636.34,9.66,0,0.4363,0.1621,237.69,79.68,95.44,487.46
+FAIL-0000000003,EQ-000000002,FAC-000001,2023-02-07T12:00:00+00:00,motor_overload,0.3444,normal_wear,vibration_monitor,1511.99,11.59,0,0.1047,0.4221,265.78,76.59,74.47,493.5
+FAIL-0000000004,EQ-000000003,FAC-000001,2023-01-15T18:00:00+00:00,shaft_misalignment,0.4426,operator_error,temperature_alarm,1015.59,19.63,0,0.4145,2.5764,209.66,61.95,118.7,684.61
+FAIL-0000000005,EQ-000000003,FAC-000001,2023-03-12T13:00:00+00:00,seal_leak,0.7144,operator_error,temperature_alarm,940.27,17.24,1,0.633,5.6806,232.03,67.5,71.34,835.44
+FAIL-0000000012,EQ-000000013,FAC-000001,2023-02-18T14:00:00+00:00,seal_leak,0.614,foreign_object_damage,operator,2528.55,22.53,0,0.5363,0.5578,234.31,63.63,64.4,671.42
+FAIL-0000000013,EQ-000000013,FAC-000001,2023-02-13T09:00:00+00:00,motor_overload,0.4847,H2S_exposure,pressure_alarm,2745.28,13.08,0,0.5222,0.5878,182.25,64.74,88.98,643.46
+FAIL-0000000017,EQ-000000016,FAC-000001,2023-01-07T12:00:00+00:00,overpressure,0.3707,foreign_object_damage,temperature_alarm,2573.99,8.41,0,0.2674,2.0458,217.48,85.56,78.43,935.8
+FAIL-0000000026,EQ-000000024,FAC-000002,2023-01-17T01:00:00+00:00,impeller_erosion,0.1382,H2S_exposure,temperature_alarm,1804.8,8.18,0,0.1724,0.6204,212.36,59.22,79.22,852.49
+FAIL-0000000028,EQ-000000026,FAC-000002,2023-03-01T22:00:00+00:00,motor_overload,0.3148,misalignment,temperature_alarm,1319.27,21.77,0,0.4635,0.8416,226.41,62.91,67.44,763.31
+FAIL-0000000029,EQ-000000026,FAC-000002,2023-03-04T08:00:00+00:00,cavitation,0.8629,contamination,inspection,1600.98,16.47,1,0.9859,2.2562,336.12,44.44,50.01,661.58
+FAIL-0000000032,EQ-000000029,FAC-000002,2023-01-18T05:00:00+00:00,bearing_wear,0.5427,corrosion,temperature_alarm,1257.47,36.62,0,0.527,0.4683,201.69,66.48,87.63,697.39
+FAIL-0000000038,EQ-000000037,FAC-000003,2023-02-22T14:00:00+00:00,bearing_wear,0.5362,normal_wear,inspection,1684.3,15.76,0,0.3074,0.867,282.44,65.2,77.59,734.95
+FAIL-0000000039,EQ-000000038,FAC-000003,2023-01-14T06:00:00+00:00,seal_leak,0.6385,corrosion,inspection,2237.29,16.24,0,0.6381,6.5467,205.44,67.01,73.29,783.13
+FAIL-0000000040,EQ-000000039,FAC-000003,2023-01-03T02:00:00+00:00,seal_leak,0.8928,thermal_cycling,operator,3076.62,18.57,1,0.3446,20.0839,343.14,67.0,107.96,751.85
+FAIL-0000000041,EQ-000000039,FAC-000003,2023-03-27T20:00:00+00:00,bearing_wear,0.55,corrosion,vibration_monitor,2273.19,13.51,0,0.5713,0.1157,236.71,73.49,81.97,827.58
+FAIL-0000000051,EQ-000000045,FAC-000003,2023-03-12T08:00:00+00:00,cavitation,0.3843,operator_error,operator,2004.78,12.38,0,0.9949,2.0691,232.49,65.33,70.81,787.57
+FAIL-0000000059,EQ-000000051,FAC-000004,2023-03-18T00:00:00+00:00,overpressure,0.6354,sensor_drift,vibration_monitor,3267.71,25.56,0,0.6008,1.6943,177.64,64.33,104.5,799.13
+FAIL-0000000060,EQ-000000052,FAC-000004,2023-01-31T19:00:00+00:00,bearing_wear,0.4011,corrosion,inspection,1924.24,24.16,0,0.5624,0.0281,208.71,73.51,75.21,428.67
+FAIL-0000000061,EQ-000000052,FAC-000004,2023-02-02T20:00:00+00:00,bearing_wear,0.6396,design_limit_exceeded,temperature_alarm,2497.36,14.85,0,0.2892,0.0,200.52,58.71,92.78,738.03
+FAIL-0000000063,EQ-000000055,FAC-000004,2023-03-24T03:00:00+00:00,motor_overload,0.3911,high_humidity,temperature_alarm,4287.18,7.88,0,0.3626,0.0569,239.41,50.84,99.35,438.95
+FAIL-0000000065,EQ-000000059,FAC-000004,2023-01-14T10:00:00+00:00,cavitation,0.627,normal_wear,operator,911.29,25.56,0,0.6386,0.8844,219.04,51.32,93.72,590.11
+FAIL-0000000066,EQ-000000059,FAC-000004,2023-02-18T09:00:00+00:00,shaft_misalignment,0.6258,operator_error,predictive_model,1071.2,10.1,0,0.588,0.2365,312.3,70.73,108.57,807.41
+FAIL-0000000067,EQ-000000059,FAC-000004,2023-02-24T02:00:00+00:00,bearing_wear,0.4538,H2S_exposure,inspection,1018.11,12.84,0,0.4682,0.0,226.95,54.31,97.48,660.28
+FAIL-0000000068,EQ-000000059,FAC-000004,2023-03-31T15:00:00+00:00,impeller_erosion,0.4731,sensor_drift,pressure_alarm,1200.38,15.41,0,0.1113,0.3188,281.28,64.83,96.58,1001.49
+FAIL-0000000069,EQ-000000059,FAC-000004,2023-02-09T05:00:00+00:00,shaft_misalignment,0.4515,operator_error,vibration_monitor,1201.8,21.25,0,0.5914,1.1808,276.85,63.59,109.03,556.5
+FAIL-0000000073,EQ-000000062,FAC-000004,2023-02-20T03:00:00+00:00,seal_leak,0.7369,H2S_exposure,vibration_monitor,1228.08,16.43,0,0.1887,6.8858,192.77,53.69,84.94,795.75
+FAIL-0000000074,EQ-000000063,FAC-000004,2023-02-02T09:00:00+00:00,valve_plate_wear,0.9202,H2S_exposure,inspection,3171.52,22.62,1,0.7446,1.0896,282.89,60.07,52.16,534.94
+FAIL-0000000080,EQ-000000069,FAC-000005,2023-02-16T18:00:00+00:00,overpressure,0.3733,corrosion,predictive_model,1709.02,9.08,0,0.1608,1.8597,151.12,62.75,94.36,666.43
+FAIL-0000000085,EQ-000000073,FAC-000005,2023-01-26T23:00:00+00:00,bearing_wear,0.4051,thermal_cycling,inspection,866.26,12.6,0,0.6054,0.0,169.48,71.24,83.99,499.06
+FAIL-0000000086,EQ-000000073,FAC-000005,2023-01-12T16:00:00+00:00,motor_overload,0.2515,normal_wear,temperature_alarm,791.05,20.7,0,0.3869,1.2091,247.96,61.47,74.25,613.72
+FAIL-0000000087,EQ-000000073,FAC-000005,2023-02-26T10:00:00+00:00,seal_leak,0.6647,operator_error,temperature_alarm,916.01,20.74,0,0.4265,12.0316,194.04,59.78,72.4,599.55
+FAIL-0000000094,EQ-000000077,FAC-000005,2023-01-18T08:00:00+00:00,cavitation,0.455,foreign_object_damage,operator,1347.76,19.76,0,1.0,1.4942,272.49,67.82,79.57,582.52
+FAIL-0000000104,EQ-000000093,FAC-000006,2023-01-09T16:00:00+00:00,seal_leak,0.2601,normal_wear,temperature_alarm,2769.08,10.72,0,0.4938,8.0148,221.0,75.98,77.37,501.75
+FAIL-0000000108,EQ-000000102,FAC-000006,2023-03-28T06:00:00+00:00,impeller_erosion,0.2425,maintenance_error,inspection,3464.78,14.9,0,0.4762,0.6762,243.55,70.24,99.9,437.16
+FAIL-0000000109,EQ-000000104,FAC-000007,2023-02-08T04:00:00+00:00,seal_leak,0.2751,process_upset,inspection,1618.03,25.14,0,0.2364,7.1514,222.1,73.91,73.6,686.94
+FAIL-0000000110,EQ-000000104,FAC-000007,2023-02-27T04:00:00+00:00,impeller_erosion,0.4538,poor_lubrication,operator,1642.14,8.13,0,0.4327,0.2366,289.73,59.45,104.45,542.5
+FAIL-0000000111,EQ-000000104,FAC-000007,2023-02-03T13:00:00+00:00,seal_leak,0.2733,maintenance_error,pressure_alarm,1991.24,6.78,0,0.1852,1.7444,175.33,72.02,86.68,723.88
+FAIL-0000000112,EQ-000000105,FAC-000007,2023-01-04T17:00:00+00:00,bearing_wear,0.6701,process_upset,operator,2483.02,15.23,0,0.7389,1.0001,239.19,66.43,99.29,788.56
+FAIL-0000000113,EQ-000000106,FAC-000007,2023-03-22T21:00:00+00:00,seal_leak,0.4069,sensor_drift,vibration_monitor,1777.47,12.0,0,0.5119,3.5289,315.48,73.61,65.53,733.23
+FAIL-0000000125,EQ-000000121,FAC-000008,2023-01-05T03:00:00+00:00,impeller_erosion,0.3642,high_humidity,operator,1786.49,20.97,0,0.2013,0.221,216.71,59.57,60.02,701.98
+FAIL-0000000129,EQ-000000127,FAC-000008,2023-01-28T19:00:00+00:00,shaft_misalignment,0.5081,poor_lubrication,operator,1322.27,10.0,0,0.2162,1.1132,218.3,75.31,96.09,740.23
+FAIL-0000000130,EQ-000000127,FAC-000008,2023-03-24T17:00:00+00:00,seal_leak,0.4155,poor_lubrication,operator,1473.02,12.16,0,0.3533,2.8171,147.7,66.05,77.79,565.13
+FAIL-0000000131,EQ-000000127,FAC-000008,2023-01-03T01:00:00+00:00,shaft_misalignment,0.2772,contamination,temperature_alarm,1139.15,32.57,0,0.4958,0.2356,174.66,77.45,86.78,634.69
+FAIL-0000000132,EQ-000000127,FAC-000008,2023-02-06T15:00:00+00:00,cavitation,0.367,maintenance_error,inspection,1137.64,15.35,0,0.8066,0.1648,219.75,76.75,63.82,837.37
+FAIL-0000000133,EQ-000000127,FAC-000008,2023-03-07T14:00:00+00:00,seal_leak,0.3374,contamination,operator,1123.65,7.16,0,0.3679,0.6657,170.55,67.0,62.1,713.91
+FAIL-0000000134,EQ-000000128,FAC-000008,2023-03-13T06:00:00+00:00,shaft_misalignment,0.6227,high_humidity,vibration_monitor,3084.8,32.83,1,0.4553,0.0,207.69,51.54,77.18,668.35
+FAIL-0000000137,EQ-000000132,FAC-000008,2023-02-18T15:00:00+00:00,cavitation,0.8047,corrosion,vibration_monitor,2311.41,32.93,0,0.6607,1.4071,246.92,56.88,52.66,781.98
+FAIL-0000000145,EQ-000000145,FAC-000009,2023-01-08T11:00:00+00:00,impeller_erosion,0.4311,corrosion,predictive_model,1565.01,14.99,0,0.2939,0.0,265.69,78.07,88.53,649.58
+FAIL-0000000146,EQ-000000146,FAC-000009,2023-03-01T09:00:00+00:00,bearing_wear,0.7485,sensor_drift,temperature_alarm,3430.9,18.73,1,0.4989,0.0,228.12,37.84,66.79,877.2
+FAIL-0000000154,EQ-000000150,FAC-000009,2023-01-25T19:00:00+00:00,bearing_wear,0.3803,operator_error,pressure_alarm,1450.24,13.68,0,0.267,1.3377,184.95,77.0,94.53,533.7
+FAIL-0000000155,EQ-000000150,FAC-000009,2023-01-19T05:00:00+00:00,seal_leak,0.4818,process_upset,predictive_model,1585.6,25.68,0,0.6707,15.1061,220.03,61.15,49.81,809.36
+FAIL-0000000156,EQ-000000150,FAC-000009,2023-01-06T05:00:00+00:00,seal_leak,0.9304,sensor_drift,operator,1819.38,18.44,1,0.8771,0.1316,226.61,42.01,96.37,678.76
+FAIL-0000000162,EQ-000000155,FAC-000010,2023-03-21T09:00:00+00:00,shaft_misalignment,0.6326,design_limit_exceeded,predictive_model,1165.32,7.52,0,0.5132,0.0,309.62,59.96,87.04,668.99
+FAIL-0000000178,EQ-000000161,FAC-000010,2023-01-24T03:00:00+00:00,cavitation,0.3022,misalignment,inspection,1576.71,31.93,0,0.6761,3.221,179.86,68.96,79.81,626.34
+FAIL-0000000179,EQ-000000161,FAC-000010,2023-03-26T17:00:00+00:00,shaft_misalignment,0.1505,contamination,inspection,1970.48,14.06,0,0.466,0.0,262.19,78.93,52.73,413.68
+FAIL-0000000180,EQ-000000161,FAC-000010,2023-03-30T03:00:00+00:00,motor_overload,0.5884,thermal_cycling,operator,1561.86,6.73,0,0.4098,0.346,250.19,59.74,112.56,570.01
+FAIL-0000000181,EQ-000000162,FAC-000010,2023-03-22T12:00:00+00:00,seal_leak,0.3389,poor_lubrication,temperature_alarm,1068.55,12.68,0,0.296,0.6597,207.32,66.5,74.29,519.74
+FAIL-0000000182,EQ-000000162,FAC-000010,2023-03-11T07:00:00+00:00,impeller_erosion,0.395,corrosion,temperature_alarm,1116.79,20.55,0,0.2983,0.7434,245.93,66.62,110.36,581.43
+FAIL-0000000186,EQ-000000167,FAC-000010,2023-02-01T19:00:00+00:00,cavitation,0.4859,design_limit_exceeded,vibration_monitor,1879.75,35.46,0,0.7863,1.3563,202.97,67.06,75.04,740.92
+FAIL-0000000191,EQ-000000175,FAC-000011,2023-01-10T13:00:00+00:00,bearing_wear,0.7243,corrosion,operator,5323.41,37.64,1,0.3937,0.0429,227.22,55.89,84.8,569.49
+FAIL-0000000193,EQ-000000177,FAC-000011,2023-02-13T00:00:00+00:00,bearing_wear,0.99,operator_error,operator,1732.19,27.04,1,0.8927,0.0,248.43,59.91,88.9,675.54
+FAIL-0000000194,EQ-000000179,FAC-000011,2023-03-12T20:00:00+00:00,overpressure,0.1594,operator_error,vibration_monitor,3114.1,14.77,0,0.5359,0.0,182.62,69.36,99.56,625.44
+FAIL-0000000202,EQ-000000184,FAC-000011,2023-03-20T16:00:00+00:00,overpressure,0.2917,foreign_object_damage,vibration_monitor,3002.19,10.55,0,0.3685,0.3689,215.04,66.33,94.11,541.58
+FAIL-0000000203,EQ-000000185,FAC-000011,2023-02-04T14:00:00+00:00,seal_leak,0.2286,H2S_exposure,inspection,1452.05,16.36,0,0.2304,25.582,188.42,61.52,85.46,539.87
+FAIL-0000000204,EQ-000000185,FAC-000011,2023-01-26T12:00:00+00:00,bearing_wear,0.2884,maintenance_error,predictive_model,1333.07,10.61,0,0.4082,0.5665,219.22,69.68,106.67,829.86
+FAIL-0000000205,EQ-000000185,FAC-000011,2023-03-07T22:00:00+00:00,seal_leak,0.6436,process_upset,predictive_model,1265.04,19.2,0,0.33,1.5164,254.48,57.51,71.33,754.76
+FAIL-0000000206,EQ-000000185,FAC-000011,2023-03-31T14:00:00+00:00,seal_leak,0.7515,normal_wear,predictive_model,1462.83,32.24,1,0.7647,4.6554,183.87,50.51,72.77,717.92
+FAIL-0000000210,EQ-000000187,FAC-000011,2023-02-08T10:00:00+00:00,shaft_misalignment,0.1337,foreign_object_damage,predictive_model,2188.93,16.09,0,0.1064,0.0,176.54,87.89,85.31,561.17
+FAIL-0000000215,EQ-000000190,FAC-000012,2023-02-28T04:00:00+00:00,overpressure,0.7932,operator_error,operator,913.22,5.58,1,0.6795,0.7258,278.59,57.09,106.27,829.04
+FAIL-0000000216,EQ-000000190,FAC-000012,2023-01-16T06:00:00+00:00,bearing_wear,0.6452,poor_lubrication,pressure_alarm,958.87,9.03,0,0.4754,0.0,241.51,62.6,89.22,707.12
+FAIL-0000000217,EQ-000000190,FAC-000012,2023-01-08T08:00:00+00:00,lubrication_failure,0.1148,sensor_drift,vibration_monitor,1231.33,6.65,0,0.3251,0.8997,226.67,82.61,108.61,603.0
+FAIL-0000000218,EQ-000000190,FAC-000012,2023-03-26T07:00:00+00:00,bearing_wear,0.2928,high_humidity,predictive_model,988.02,13.33,0,0.4794,1.1836,218.91,73.25,79.14,527.91
+FAIL-0000000222,EQ-000000194,FAC-000012,2023-03-17T09:00:00+00:00,shaft_misalignment,0.6865,high_humidity,temperature_alarm,1938.0,10.94,1,0.7355,3.2736,189.6,50.95,59.16,897.39
+FAIL-0000000231,EQ-000000198,FAC-000012,2023-02-12T03:00:00+00:00,impeller_erosion,0.6096,high_humidity,inspection,4936.7,12.23,0,0.2252,0.0,203.87,71.0,79.38,721.61
+FAIL-0000000232,EQ-000000198,FAC-000012,2023-02-07T23:00:00+00:00,bearing_wear,0.4407,high_humidity,temperature_alarm,4994.71,11.24,0,0.3307,1.1789,188.8,73.48,72.64,565.3
+FAIL-0000000233,EQ-000000198,FAC-000012,2023-02-15T00:00:00+00:00,impeller_erosion,0.1836,foreign_object_damage,vibration_monitor,3591.25,11.09,0,0.6984,1.0065,170.31,68.74,58.96,643.86
+FAIL-0000000243,EQ-000000205,FAC-000012,2023-03-31T19:00:00+00:00,seal_leak,0.4328,corrosion,vibration_monitor,2044.98,14.4,0,0.9173,2.4094,233.76,60.81,35.41,586.56
+FAIL-0000000244,EQ-000000207,FAC-000013,2023-01-01T05:00:00+00:00,bearing_wear,0.7887,sensor_drift,vibration_monitor,1752.57,16.13,0,0.4682,2.0038,285.93,65.69,88.32,686.87
+FAIL-0000000245,EQ-000000209,FAC-000013,2023-03-02T01:00:00+00:00,impeller_erosion,0.3833,high_humidity,operator,2426.88,11.54,0,0.4873,1.2138,254.25,58.53,101.71,625.89
+FAIL-0000000247,EQ-000000211,FAC-000013,2023-02-09T12:00:00+00:00,motor_overload,0.1949,maintenance_error,vibration_monitor,4945.43,7.04,0,0.6239,3.3125,233.62,74.01,60.24,387.78
+FAIL-0000000249,EQ-000000214,FAC-000013,2023-02-12T23:00:00+00:00,cavitation,0.2898,poor_lubrication,predictive_model,2544.07,21.41,0,0.8198,0.7451,256.28,58.86,42.64,669.83
+FAIL-0000000250,EQ-000000215,FAC-000013,2023-02-11T07:00:00+00:00,shaft_misalignment,0.5022,process_upset,predictive_model,2210.2,32.66,0,0.69,0.3421,206.34,62.89,70.9,528.63
+FAIL-0000000251,EQ-000000216,FAC-000013,2023-01-20T05:00:00+00:00,cavitation,0.6943,design_limit_exceeded,vibration_monitor,2340.58,23.4,0,1.0,1.9772,233.5,58.31,60.72,808.92
+FAIL-0000000252,EQ-000000216,FAC-000013,2023-02-15T18:00:00+00:00,cavitation,0.5307,high_humidity,vibration_monitor,1925.55,11.85,0,0.6866,0.4982,226.87,56.43,49.36,784.18
+FAIL-0000000259,EQ-000000221,FAC-000013,2023-01-03T00:00:00+00:00,impeller_erosion,0.597,design_limit_exceeded,temperature_alarm,1756.74,17.48,0,0.6241,0.0,312.84,55.06,87.04,678.29
+FAIL-0000000260,EQ-000000221,FAC-000013,2023-02-15T05:00:00+00:00,motor_overload,0.2281,misalignment,operator,1536.65,16.73,0,0.5005,3.655,210.94,56.41,90.14,631.19
+FAIL-0000000261,EQ-000000221,FAC-000013,2023-02-28T18:00:00+00:00,impeller_erosion,0.1168,thermal_cycling,operator,1402.48,8.12,0,0.6764,0.2347,180.35,84.27,102.74,657.53
+FAIL-0000000262,EQ-000000222,FAC-000013,2023-03-30T09:00:00+00:00,lubrication_failure,0.2177,corrosion,operator,1576.92,17.61,0,0.3228,2.361,186.65,58.52,80.97,717.27
+FAIL-0000000263,EQ-000000222,FAC-000013,2023-01-16T13:00:00+00:00,overpressure,0.4576,design_limit_exceeded,pressure_alarm,1798.96,5.35,0,0.4635,3.2862,243.93,68.71,108.34,610.9
+FAIL-0000000264,EQ-000000222,FAC-000013,2023-03-12T08:00:00+00:00,drive_failure,0.634,sensor_drift,inspection,1672.92,8.33,0,0.4189,4.1507,322.76,64.06,89.11,759.76
+FAIL-0000000265,EQ-000000223,FAC-000013,2023-01-05T23:00:00+00:00,cavitation,0.3001,process_upset,predictive_model,2104.59,8.13,0,0.4521,0.582,230.78,80.85,44.96,597.11
+FAIL-0000000272,EQ-000000230,FAC-000014,2023-01-25T08:00:00+00:00,drive_failure,0.7946,maintenance_error,temperature_alarm,2831.43,19.47,1,0.3604,1.1987,286.47,54.23,98.06,732.87
+FAIL-0000000276,EQ-000000232,FAC-000014,2023-01-11T22:00:00+00:00,impeller_erosion,0.2853,poor_lubrication,temperature_alarm,1963.09,16.97,0,0.4288,0.6999,238.63,58.42,45.23,670.61
+FAIL-0000000277,EQ-000000233,FAC-000014,2023-01-11T23:00:00+00:00,motor_overload,0.3397,foreign_object_damage,operator,1591.09,11.69,0,0.5563,0.7073,166.57,64.73,85.0,770.47
+FAIL-0000000278,EQ-000000236,FAC-000014,2023-02-21T14:00:00+00:00,impeller_erosion,0.1438,maintenance_error,operator,2166.54,8.02,0,0.6191,0.8686,191.01,68.87,99.96,490.0
+FAIL-0000000279,EQ-000000236,FAC-000014,2023-01-09T07:00:00+00:00,impeller_erosion,0.1895,maintenance_error,predictive_model,1664.57,21.07,0,0.276,0.0,173.45,61.26,87.57,645.05
+FAIL-0000000290,EQ-000000247,FAC-000015,2023-02-03T13:00:00+00:00,drive_failure,0.6423,normal_wear,inspection,1983.34,18.9,1,0.3916,1.8624,283.59,53.78,82.34,715.11
+FAIL-0000000294,EQ-000000252,FAC-000015,2023-03-09T19:00:00+00:00,seal_leak,0.2899,maintenance_error,vibration_monitor,2260.66,20.21,0,0.4513,1.4416,202.31,63.39,99.57,740.69
+FAIL-0000000295,EQ-000000252,FAC-000015,2023-03-17T13:00:00+00:00,cavitation,0.9354,high_humidity,pressure_alarm,2009.39,32.55,1,0.968,0.0,288.55,49.51,44.66,884.74
+FAIL-0000000302,EQ-000000256,FAC-000015,2023-03-20T00:00:00+00:00,impeller_erosion,0.5815,design_limit_exceeded,predictive_model,2375.02,6.52,0,0.4476,0.9798,254.07,74.12,86.48,664.6
+FAIL-0000000303,EQ-000000256,FAC-000015,2023-01-03T13:00:00+00:00,motor_overload,0.4158,design_limit_exceeded,vibration_monitor,2163.04,7.13,0,0.2976,0.9221,264.69,74.48,96.79,825.66
+FAIL-0000000304,EQ-000000257,FAC-000016,2023-01-19T11:00:00+00:00,bearing_wear,0.7642,operator_error,operator,1733.85,40.1,1,0.5514,0.4747,260.71,60.87,105.14,804.22
+FAIL-0000000305,EQ-000000257,FAC-000016,2023-03-10T16:00:00+00:00,impeller_erosion,0.2283,misalignment,predictive_model,1909.46,21.29,0,0.2156,0.1231,232.02,62.9,116.96,628.34
+FAIL-0000000306,EQ-000000258,FAC-000016,2023-03-31T10:00:00+00:00,seal_leak,0.4985,H2S_exposure,temperature_alarm,1643.49,13.58,0,0.3531,5.6777,275.25,73.44,91.36,687.98
+FAIL-0000000320,EQ-000000268,FAC-000016,2023-02-08T09:00:00+00:00,motor_overload,0.7068,sensor_drift,inspection,2233.08,25.23,1,0.3204,2.0185,279.9,58.76,78.22,592.02
+FAIL-0000000321,EQ-000000268,FAC-000016,2023-03-30T20:00:00+00:00,bearing_wear,0.99,design_limit_exceeded,operator,1901.41,31.0,1,0.4236,0.0,214.5,56.64,83.86,671.05
+FAIL-0000000322,EQ-000000269,FAC-000016,2023-03-30T04:00:00+00:00,motor_overload,0.362,H2S_exposure,inspection,3688.45,7.38,0,0.6412,0.0,199.43,55.41,66.47,719.15
+FAIL-0000000326,EQ-000000274,FAC-000016,2023-03-11T18:00:00+00:00,bearing_wear,0.5148,normal_wear,inspection,2726.01,31.45,0,0.3473,0.0,230.95,62.69,74.46,820.87
+FAIL-0000000331,EQ-000000282,FAC-000017,2023-03-03T11:00:00+00:00,motor_overload,0.6763,thermal_cycling,predictive_model,4827.95,58.2,0,0.3401,0.0,230.34,65.36,69.41,698.9
+FAIL-0000000334,EQ-000000284,FAC-000017,2023-01-27T03:00:00+00:00,shaft_misalignment,0.2264,foreign_object_damage,inspection,3996.05,11.36,0,0.5676,0.0002,223.78,74.82,72.23,595.87
+FAIL-0000000335,EQ-000000285,FAC-000017,2023-01-03T21:00:00+00:00,impeller_erosion,0.3328,H2S_exposure,operator,2399.03,8.3,0,0.1065,0.7233,189.18,74.75,84.69,848.83
+FAIL-0000000342,EQ-000000292,FAC-000017,2023-02-28T15:00:00+00:00,bearing_wear,0.2349,corrosion,inspection,2213.12,26.45,0,0.5204,0.5004,136.23,69.36,96.62,524.22
+FAIL-0000000343,EQ-000000293,FAC-000017,2023-03-27T17:00:00+00:00,overpressure,0.0454,foreign_object_damage,predictive_model,4822.46,5.69,0,0.5919,3.9001,167.55,68.0,92.0,839.36
+FAIL-0000000344,EQ-000000295,FAC-000017,2023-02-09T08:00:00+00:00,bearing_wear,0.4468,corrosion,operator,4659.46,18.08,0,0.3813,0.0,234.45,68.7,79.82,826.15
+FAIL-0000000345,EQ-000000295,FAC-000017,2023-01-12T10:00:00+00:00,shaft_misalignment,0.562,process_upset,operator,4683.9,14.34,0,0.5674,0.0,220.6,57.97,97.18,661.6
+FAIL-0000000349,EQ-000000299,FAC-000017,2023-02-25T06:00:00+00:00,bearing_wear,0.4235,sensor_drift,operator,2350.19,21.21,0,0.84,0.9771,226.23,58.66,85.29,777.06
+FAIL-0000000350,EQ-000000299,FAC-000017,2023-01-15T10:00:00+00:00,motor_overload,0.3889,corrosion,operator,2449.18,7.75,0,0.4248,1.3754,195.49,68.3,70.58,724.11
+FAIL-0000000357,EQ-000000303,FAC-000018,2023-03-04T18:00:00+00:00,overpressure,0.1918,thermal_cycling,inspection,4251.94,5.66,0,0.4122,0.9659,162.13,58.63,88.08,719.12
+FAIL-0000000358,EQ-000000304,FAC-000018,2023-02-12T18:00:00+00:00,seal_leak,0.8151,H2S_exposure,temperature_alarm,1605.07,18.77,1,0.8542,3.8802,270.51,54.59,97.37,745.26
+FAIL-0000000359,EQ-000000304,FAC-000018,2023-01-18T19:00:00+00:00,bearing_wear,0.2366,normal_wear,operator,1854.44,10.9,0,0.3585,0.2295,196.56,76.4,87.98,561.26
+FAIL-0000000361,EQ-000000307,FAC-000018,2023-02-05T07:00:00+00:00,shaft_misalignment,0.4372,operator_error,vibration_monitor,1112.0,25.84,0,0.4948,0.6921,220.76,58.6,108.31,615.54
+FAIL-0000000362,EQ-000000307,FAC-000018,2023-01-12T23:00:00+00:00,bearing_wear,0.872,poor_lubrication,operator,1098.81,14.28,1,0.2127,0.9866,318.18,49.32,122.75,758.68
+FAIL-0000000371,EQ-000000317,FAC-000019,2023-03-14T01:00:00+00:00,motor_overload,0.3572,normal_wear,predictive_model,2022.5,14.5,0,0.0691,5.0284,167.53,60.88,99.07,736.02
+FAIL-0000000374,EQ-000000322,FAC-000019,2023-02-07T07:00:00+00:00,drive_failure,0.5305,H2S_exposure,pressure_alarm,1339.23,9.04,0,0.6497,0.0131,191.86,62.28,71.1,866.2
+FAIL-0000000375,EQ-000000322,FAC-000019,2023-03-31T19:00:00+00:00,bearing_wear,0.691,maintenance_error,operator,1652.79,38.89,1,0.5696,0.0741,279.48,55.46,84.08,818.85
+FAIL-0000000376,EQ-000000322,FAC-000019,2023-02-24T12:00:00+00:00,bearing_wear,0.6074,corrosion,operator,1380.05,23.57,0,0.5098,0.0,253.0,73.53,67.51,741.84
+FAIL-0000000377,EQ-000000324,FAC-000019,2023-03-31T16:00:00+00:00,seal_leak,0.5992,misalignment,vibration_monitor,1798.71,20.96,1,0.4909,2.8036,248.22,65.02,76.08,633.24
+FAIL-0000000384,EQ-000000328,FAC-000020,2023-01-20T04:00:00+00:00,shaft_misalignment,0.323,H2S_exposure,inspection,2403.09,6.3,0,0.4314,0.3136,268.8,77.1,69.19,716.15
+FAIL-0000000385,EQ-000000328,FAC-000020,2023-01-15T07:00:00+00:00,bearing_wear,0.3391,contamination,temperature_alarm,2087.48,13.08,0,0.3946,0.1025,180.12,64.96,61.69,850.77

reliability_metrics.csv ADDED Viewed

	@@ -0,0 +1,340 @@

+equipment_id,facility_id,equipment_type,criticality,baseline_mtbf_hours,equipment_age_years,maintenance_strategy,failure_count,downtime_hours,observed_mtbf_hours,mttr_hours,availability,reliability_score,criticality_weight,risk_rank_score
+EQ-000000001,FAC-000001,isolation_valve,critical,4874.54,7,time_based,1,10.76,2160.0,10.76,0.99502,0.9368,1.0,0.3911
+EQ-000000002,FAC-000001,centrifugal_pump,critical,3158.03,3,time_based,2,25.22,1080.0,12.61,0.98832,0.9274,1.0,0.3972
+EQ-000000003,FAC-000001,centrifugal_pump,critical,2707.51,11,reactive,2,41.230000000000004,1080.0,20.62,0.98091,0.8826,1.0,0.4263
+EQ-000000004,FAC-000001,reciprocating_compressor,medium,5863.38,13,condition_based,1,20.96,2160.0,20.96,0.9903,0.9037,0.5,0.2376
+EQ-000000005,FAC-000001,centrifugal_pump,high,8191.15,9,predictive,0,0.0,2160.0,0.0,1.0,0.955,0.75,0.2917
+EQ-000000006,FAC-000001,control_valve,critical,1439.43,2,condition_based,1,9.68,2160.0,9.68,0.99552,0.9621,1.0,0.3746
+EQ-000000007,FAC-000001,control_valve,medium,8799.52,7,predictive,1,15.79,2160.0,15.79,0.99269,0.9352,0.5,0.2171
+EQ-000000008,FAC-000001,isolation_valve,critical,7980.18,8,reactive,1,18.75,2160.0,18.75,0.99132,0.9294,1.0,0.3959
+EQ-000000009,FAC-000001,isolation_valve,high,7862.8,7,condition_based,0,0.0,2160.0,0.0,1.0,0.965,0.75,0.2852
+EQ-000000010,FAC-000001,isolation_valve,medium,4605.33,4,time_based,1,7.22,2160.0,7.22,0.99666,0.9528,0.5,0.2057
+EQ-000000011,FAC-000001,control_valve,medium,5271.97,7,predictive,1,38.51,2160.0,38.51,0.98217,0.9284,0.5,0.2215
+EQ-000000012,FAC-000001,isolation_valve,low,4026.42,4,condition_based,0,0.0,2160.0,0.0,1.0,0.98,0.25,0.1005
+EQ-000000013,FAC-000001,centrifugal_pump,high,3639.61,8,condition_based,2,45.02,1080.0,22.51,0.97916,0.8965,0.75,0.3298
+EQ-000000014,FAC-000001,isolation_valve,medium,3662.97,9,condition_based,1,11.37,2160.0,11.37,0.99474,0.9266,0.5,0.2227
+EQ-000000015,FAC-000001,control_valve,low,1771.08,5,condition_based,2,21.490000000000002,1080.0,10.74,0.99005,0.9185,0.25,0.1405
+EQ-000000016,FAC-000001,positive_displacement_pump,high,4395.95,2,time_based,1,11.3,2160.0,11.3,0.99477,0.9616,0.75,0.2875
+EQ-000000017,FAC-000001,centrifugal_compressor,low,6160.9,5,condition_based,0,0.0,2160.0,0.0,1.0,0.975,0.25,0.1038
+EQ-000000018,FAC-000001,control_valve,high,2814.49,6,condition_based,1,35.52,2160.0,35.52,0.98356,0.9343,0.75,0.3052
+EQ-000000019,FAC-000002,centrifugal_compressor,medium,2083.25,5,time_based,2,29.18,1080.0,14.59,0.98649,0.9162,0.5,0.2295
+EQ-000000020,FAC-000002,reciprocating_compressor,medium,2912.32,8,condition_based,0,0.0,2160.0,0.0,1.0,0.96,0.5,0.201
+EQ-000000021,FAC-000002,control_valve,medium,3804.51,15,condition_based,4,63.3,540.0,15.82,0.97069,0.806,0.5,0.3011
+EQ-000000022,FAC-000002,centrifugal_compressor,high,5950.87,12,condition_based,0,0.0,2160.0,0.0,1.0,0.94,0.75,0.3015
+EQ-000000023,FAC-000002,control_valve,critical,5709.03,11,condition_based,1,28.06,2160.0,28.06,0.98701,0.9116,1.0,0.4075
+EQ-000000024,FAC-000002,centrifugal_pump,medium,3751.03,3,time_based,1,11.6,2160.0,11.6,0.99463,0.9565,0.5,0.2033
+EQ-000000025,FAC-000002,centrifugal_compressor,medium,5413.49,9,predictive,1,21.43,2160.0,21.43,0.99008,0.9236,0.5,0.2247
+EQ-000000026,FAC-000002,centrifugal_pump,medium,2433.12,5,condition_based,2,34.370000000000005,1080.0,17.19,0.98409,0.9147,0.5,0.2305
+EQ-000000027,FAC-000002,positive_displacement_pump,critical,4826.67,3,time_based,0,0.0,2160.0,0.0,1.0,0.985,1.0,0.3598
+EQ-000000028,FAC-000002,control_valve,high,5552.17,1,reactive,2,26.17,1080.0,13.08,0.98788,0.9371,0.75,0.3034
+EQ-000000029,FAC-000002,centrifugal_pump,high,2620.53,3,time_based,1,37.53,2160.0,37.53,0.98262,0.9487,0.75,0.2958
+EQ-000000030,FAC-000002,control_valve,low,5254.53,7,condition_based,0,0.0,2160.0,0.0,1.0,0.965,0.25,0.1103
+EQ-000000031,FAC-000002,isolation_valve,critical,4381.39,17,time_based,1,16.44,2160.0,16.44,0.99239,0.8851,1.0,0.4247
+EQ-000000032,FAC-000002,centrifugal_pump,medium,4696.11,17,reactive,0,0.0,2160.0,0.0,1.0,0.915,0.5,0.2302
+EQ-000000033,FAC-000003,control_valve,low,6714.28,5,condition_based,0,0.0,2160.0,0.0,1.0,0.975,0.25,0.1038
+EQ-000000034,FAC-000003,isolation_valve,low,1935.31,10,predictive,2,27.380000000000003,1080.0,13.69,0.98732,0.8918,0.25,0.1579
+EQ-000000035,FAC-000003,reciprocating_compressor,critical,4067.62,2,condition_based,1,13.8,2160.0,13.8,0.99361,0.9608,1.0,0.3754
+EQ-000000036,FAC-000003,control_valve,medium,3161.26,8,condition_based,1,24.32,2160.0,24.32,0.98874,0.9277,0.5,0.222
+EQ-000000037,FAC-000003,centrifugal_pump,high,2585.75,4,condition_based,1,16.46,2160.0,16.46,0.99238,0.95,0.75,0.295
+EQ-000000038,FAC-000003,centrifugal_pump,medium,3976.17,3,condition_based,1,14.16,2160.0,14.16,0.99344,0.9557,0.5,0.2038
+EQ-000000039,FAC-000003,centrifugal_pump,medium,3701.45,10,predictive,2,46.03,1080.0,23.02,0.97869,0.8861,0.5,0.249
+EQ-000000040,FAC-000003,centrifugal_compressor,medium,6085.76,14,time_based,2,12.8,1080.0,6.4,0.99407,0.8761,0.5,0.2555
+EQ-000000041,FAC-000003,centrifugal_compressor,critical,4226.77,6,time_based,2,44.67,1080.0,22.34,0.97932,0.9066,1.0,0.4107
+EQ-000000042,FAC-000003,reciprocating_compressor,low,3557.52,7,time_based,1,17.09,2160.0,17.09,0.99209,0.9349,0.25,0.1298
+EQ-000000043,FAC-000003,control_valve,high,5837.54,8,predictive,2,40.129999999999995,1080.0,20.06,0.98142,0.8979,0.75,0.3288
+EQ-000000044,FAC-000003,control_valve,low,2754.97,14,time_based,2,36.08,1080.0,18.04,0.9833,0.8691,0.25,0.1726
+EQ-000000045,FAC-000003,centrifugal_pump,high,3388.95,7,time_based,1,16.86,2160.0,16.86,0.99219,0.9349,0.75,0.3048
+EQ-000000046,FAC-000003,reciprocating_compressor,high,11812.99,12,predictive,0,0.0,2160.0,0.0,1.0,0.94,0.75,0.3015
+EQ-000000047,FAC-000003,control_valve,critical,3841.8,4,condition_based,2,32.95,1080.0,16.48,0.98475,0.9201,1.0,0.4019
+EQ-000000048,FAC-000003,centrifugal_compressor,medium,4245.32,6,reactive,3,39.58,720.0,13.19,0.98168,0.8831,0.5,0.251
+EQ-000000049,FAC-000003,isolation_valve,medium,7900.71,7,condition_based,1,17.98,2160.0,17.98,0.99168,0.9346,0.5,0.2175
+EQ-000000050,FAC-000003,reciprocating_compressor,low,1752.98,5,reactive,1,8.95,2160.0,8.95,0.99586,0.9473,0.25,0.1218
+EQ-000000051,FAC-000004,positive_displacement_pump,high,6520.34,12,condition_based,1,31.67,2160.0,31.67,0.98534,0.9055,0.75,0.3239
+EQ-000000052,FAC-000004,centrifugal_pump,medium,3631.11,9,condition_based,2,44.7,1080.0,22.35,0.97931,0.8915,0.5,0.2455
+EQ-000000053,FAC-000004,control_valve,medium,5472.25,5,reactive,1,9.17,2160.0,9.17,0.99575,0.9472,0.5,0.2093
+EQ-000000054,FAC-000004,reciprocating_compressor,high,2923.7,8,time_based,0,0.0,2160.0,0.0,1.0,0.96,0.75,0.2885
+EQ-000000055,FAC-000004,centrifugal_pump,low,5744.86,6,condition_based,1,8.72,2160.0,8.72,0.99596,0.9424,0.25,0.125
+EQ-000000056,FAC-000004,centrifugal_compressor,high,4352.71,9,predictive,1,11.12,2160.0,11.12,0.99485,0.9267,0.75,0.3102
+EQ-000000057,FAC-000004,reciprocating_compressor,high,4143.04,9,time_based,0,0.0,2160.0,0.0,1.0,0.955,0.75,0.2917
+EQ-000000058,FAC-000004,centrifugal_pump,critical,5909.12,6,condition_based,0,0.0,2160.0,0.0,1.0,0.97,1.0,0.3695
+EQ-000000059,FAC-000004,centrifugal_pump,high,1451.87,3,predictive,5,105.78,432.0,21.16,0.95103,0.8282,0.75,0.3742
+EQ-000000060,FAC-000004,isolation_valve,low,3073.54,10,predictive,1,8.11,2160.0,8.11,0.99625,0.9226,0.25,0.1378
+EQ-000000061,FAC-000004,control_valve,medium,3866.88,6,condition_based,2,82.86999999999999,1080.0,41.43,0.96163,0.8951,0.5,0.2432
+EQ-000000062,FAC-000004,positive_displacement_pump,medium,3418.7,5,reactive,1,18.45,2160.0,18.45,0.99146,0.9444,0.5,0.2111
+EQ-000000063,FAC-000004,positive_displacement_pump,critical,5343.05,8,predictive,1,23.43,2160.0,23.43,0.98915,0.9279,1.0,0.3968
+EQ-000000064,FAC-000005,centrifugal_compressor,low,5386.92,9,condition_based,2,82.06,1080.0,41.03,0.96201,0.8803,0.25,0.1653
+EQ-000000065,FAC-000005,centrifugal_compressor,high,6425.99,5,predictive,1,13.31,2160.0,13.31,0.99384,0.946,0.75,0.2976
+EQ-000000066,FAC-000005,centrifugal_compressor,medium,3516.44,5,time_based,0,0.0,2160.0,0.0,1.0,0.975,0.5,0.1912
+EQ-000000067,FAC-000005,centrifugal_compressor,low,4032.06,5,reactive,0,0.0,2160.0,0.0,1.0,0.975,0.25,0.1038
+EQ-000000068,FAC-000005,reciprocating_compressor,critical,3904.48,10,condition_based,2,57.39,1080.0,28.7,0.97343,0.8827,1.0,0.4262
+EQ-000000069,FAC-000005,positive_displacement_pump,high,2696.97,2,time_based,1,7.66,2160.0,7.66,0.99645,0.9627,0.75,0.2867
+EQ-000000070,FAC-000005,centrifugal_pump,medium,6161.98,13,condition_based,0,0.0,2160.0,0.0,1.0,0.935,0.5,0.2172
+EQ-000000071,FAC-000005,control_valve,high,4817.18,5,reactive,3,29.53,720.0,9.84,0.98633,0.8911,0.75,0.3333
+EQ-000000072,FAC-000005,control_valve,critical,2190.39,18,predictive,1,13.05,2160.0,13.05,0.99396,0.8811,1.0,0.4273
+EQ-000000073,FAC-000005,centrifugal_pump,medium,2172.03,18,time_based,3,60.68,720.0,20.23,0.97191,0.8167,0.5,0.2941
+EQ-000000074,FAC-000005,positive_displacement_pump,critical,2797.0,6,reactive,0,0.0,2160.0,0.0,1.0,0.97,1.0,0.3695
+EQ-000000075,FAC-000005,control_valve,critical,4591.72,7,time_based,0,0.0,2160.0,0.0,1.0,0.965,1.0,0.3728
+EQ-000000076,FAC-000005,centrifugal_compressor,medium,1580.34,16,condition_based,6,109.03999999999999,360.0,18.17,0.94952,0.7372,0.5,0.3458
+EQ-000000077,FAC-000005,centrifugal_pump,critical,2260.44,3,condition_based,1,18.0,2160.0,18.0,0.99167,0.9546,1.0,0.3795
+EQ-000000078,FAC-000005,control_valve,high,9002.71,17,condition_based,0,0.0,2160.0,0.0,1.0,0.915,0.75,0.3177
+EQ-000000079,FAC-000005,centrifugal_compressor,critical,3374.89,5,condition_based,1,50.01,2160.0,50.01,0.97685,0.935,1.0,0.3923
+EQ-000000080,FAC-000005,control_valve,high,2634.0,3,condition_based,0,0.0,2160.0,0.0,1.0,0.985,0.75,0.2722
+EQ-000000081,FAC-000005,isolation_valve,critical,2411.2,13,predictive,3,59.98,720.0,19.99,0.97223,0.842,1.0,0.4527
+EQ-000000082,FAC-000006,centrifugal_pump,high,4432.71,2,time_based,0,0.0,2160.0,0.0,1.0,0.99,0.75,0.269
+EQ-000000083,FAC-000006,centrifugal_pump,medium,2743.8,7,condition_based,0,0.0,2160.0,0.0,1.0,0.965,0.5,0.1978
+EQ-000000084,FAC-000006,centrifugal_pump,medium,4621.53,6,time_based,0,0.0,2160.0,0.0,1.0,0.97,0.5,0.1945
+EQ-000000085,FAC-000006,isolation_valve,critical,3686.86,4,reactive,1,50.06,2160.0,50.06,0.97682,0.9399,1.0,0.389
+EQ-000000086,FAC-000006,centrifugal_pump,medium,3483.9,10,predictive,0,0.0,2160.0,0.0,1.0,0.95,0.5,0.2075
+EQ-000000087,FAC-000006,centrifugal_compressor,critical,5393.98,12,predictive,1,18.16,2160.0,18.16,0.99159,0.9095,1.0,0.4088
+EQ-000000088,FAC-000006,control_valve,critical,5609.9,7,reactive,0,0.0,2160.0,0.0,1.0,0.965,1.0,0.3728
+EQ-000000089,FAC-000006,centrifugal_pump,low,3265.6,10,predictive,0,0.0,2160.0,0.0,1.0,0.95,0.25,0.12
+EQ-000000090,FAC-000006,control_valve,medium,3044.42,10,condition_based,2,24.490000000000002,1080.0,12.24,0.98866,0.8926,0.5,0.2448
+EQ-000000091,FAC-000006,isolation_valve,critical,3047.93,10,predictive,1,28.73,2160.0,28.73,0.9867,0.9164,1.0,0.4044
+EQ-000000092,FAC-000006,control_valve,high,5753.82,3,condition_based,0,0.0,2160.0,0.0,1.0,0.985,0.75,0.2722
+EQ-000000093,FAC-000006,centrifugal_pump,medium,2933.9,6,predictive,1,11.15,2160.0,11.15,0.99484,0.9416,0.5,0.2129
+EQ-000000094,FAC-000006,control_valve,critical,4075.64,11,time_based,2,41.85,1080.0,20.92,0.98063,0.8824,1.0,0.4264
+EQ-000000095,FAC-000006,control_valve,low,4597.74,4,condition_based,0,0.0,2160.0,0.0,1.0,0.98,0.25,0.1005
+EQ-000000096,FAC-000006,control_valve,medium,6778.59,9,reactive,0,0.0,2160.0,0.0,1.0,0.955,0.5,0.2043
+EQ-000000097,FAC-000006,centrifugal_pump,critical,2416.17,13,predictive,0,0.0,2160.0,0.0,1.0,0.935,1.0,0.3922
+EQ-000000098,FAC-000006,control_valve,low,3069.76,3,condition_based,0,0.0,2160.0,0.0,1.0,0.985,0.25,0.0972
+EQ-000000099,FAC-000006,control_valve,medium,4961.53,12,predictive,0,0.0,2160.0,0.0,1.0,0.94,0.5,0.214
+EQ-000000100,FAC-000006,control_valve,medium,4976.91,7,time_based,1,16.89,2160.0,16.89,0.99218,0.9349,0.5,0.2173
+EQ-000000101,FAC-000006,centrifugal_pump,high,3134.41,11,condition_based,0,0.0,2160.0,0.0,1.0,0.945,0.75,0.2982
+EQ-000000102,FAC-000006,centrifugal_pump,low,4309.47,7,predictive,1,11.74,2160.0,11.74,0.99456,0.9365,0.25,0.1288
+EQ-000000103,FAC-000006,control_valve,medium,4064.78,4,time_based,0,0.0,2160.0,0.0,1.0,0.98,0.5,0.188
+EQ-000000104,FAC-000007,centrifugal_pump,medium,3398.04,6,time_based,3,50.32,720.0,16.77,0.9767,0.8799,0.5,0.2531
+EQ-000000105,FAC-000007,centrifugal_pump,medium,3616.16,8,predictive,1,20.16,2160.0,20.16,0.99067,0.9289,0.5,0.2212
+EQ-000000106,FAC-000007,positive_displacement_pump,medium,3864.69,9,time_based,1,17.34,2160.0,17.34,0.99197,0.9248,0.5,0.2239
+EQ-000000107,FAC-000007,control_valve,high,4059.48,15,time_based,1,17.21,2160.0,17.21,0.99203,0.8948,0.75,0.3309
+EQ-000000108,FAC-000007,isolation_valve,high,4161.28,13,time_based,1,10.39,2160.0,10.39,0.99519,0.9069,0.75,0.323
+EQ-000000109,FAC-000007,isolation_valve,low,2574.4,6,predictive,1,7.49,2160.0,7.49,0.99653,0.9427,0.25,0.1247
+EQ-000000110,FAC-000007,control_valve,medium,4461.7,5,predictive,2,25.2,1080.0,12.6,0.98833,0.9174,0.5,0.2287
+EQ-000000111,FAC-000007,centrifugal_compressor,medium,3536.26,5,condition_based,0,0.0,2160.0,0.0,1.0,0.975,0.5,0.1912
+EQ-000000112,FAC-000007,isolation_valve,medium,7516.75,3,condition_based,0,0.0,2160.0,0.0,1.0,0.985,0.5,0.1848
+EQ-000000113,FAC-000007,reciprocating_compressor,medium,2203.82,10,predictive,1,8.64,2160.0,8.64,0.996,0.9224,0.5,0.2254
+EQ-000000114,FAC-000007,centrifugal_pump,high,5561.63,1,predictive,0,0.0,2160.0,0.0,1.0,0.99,0.75,0.269
+EQ-000000115,FAC-000007,isolation_valve,critical,5891.94,12,condition_based,1,18.73,2160.0,18.73,0.99133,0.9094,1.0,0.4089
+EQ-000000116,FAC-000007,centrifugal_pump,high,6779.78,5,time_based,0,0.0,2160.0,0.0,1.0,0.975,0.75,0.2787
+EQ-000000117,FAC-000007,isolation_valve,high,3644.86,10,condition_based,1,7.36,2160.0,7.36,0.99659,0.9228,0.75,0.3127
+EQ-000000118,FAC-000007,reciprocating_compressor,high,10248.55,11,condition_based,1,25.41,2160.0,25.41,0.98824,0.9124,0.75,0.3195
+EQ-000000119,FAC-000007,centrifugal_compressor,critical,12626.12,7,predictive,1,23.07,2160.0,23.07,0.98932,0.9331,1.0,0.3935
+EQ-000000120,FAC-000008,isolation_valve,high,3056.07,15,time_based,1,18.63,2160.0,18.63,0.99137,0.8944,0.75,0.3311
+EQ-000000121,FAC-000008,centrifugal_pump,critical,4055.69,7,reactive,1,29.58,2160.0,29.58,0.98631,0.9311,1.0,0.3948
+EQ-000000122,FAC-000008,control_valve,medium,5184.72,4,time_based,0,0.0,2160.0,0.0,1.0,0.98,0.5,0.188
+EQ-000000123,FAC-000008,control_valve,high,3866.89,13,predictive,1,4.15,2160.0,4.15,0.99808,0.9088,0.75,0.3218
+EQ-000000124,FAC-000008,reciprocating_compressor,medium,5020.3,3,predictive,1,12.62,2160.0,12.62,0.99416,0.9562,0.5,0.2035
+EQ-000000125,FAC-000008,isolation_valve,medium,4918.51,3,time_based,1,20.7,2160.0,20.7,0.99042,0.9538,0.5,0.205
+EQ-000000126,FAC-000008,reciprocating_compressor,medium,7527.99,16,condition_based,0,0.0,2160.0,0.0,1.0,0.92,0.5,0.227
+EQ-000000127,FAC-000008,centrifugal_pump,high,1893.56,13,condition_based,5,90.73,432.0,18.15,0.958,0.7827,0.75,0.4037
+EQ-000000128,FAC-000008,centrifugal_pump,critical,6252.64,4,time_based,1,39.69,2160.0,39.69,0.98162,0.9431,1.0,0.387
+EQ-000000129,FAC-000008,reciprocating_compressor,high,5646.71,5,predictive,1,5.66,2160.0,5.66,0.99738,0.9483,0.75,0.2961
+EQ-000000130,FAC-000008,reciprocating_compressor,high,2989.14,2,condition_based,0,0.0,2160.0,0.0,1.0,0.99,0.75,0.269
+EQ-000000131,FAC-000008,control_valve,high,5186.34,18,reactive,1,17.87,2160.0,17.87,0.99173,0.8796,0.75,0.3407
+EQ-000000132,FAC-000008,centrifugal_pump,medium,4119.16,11,reactive,1,47.98,2160.0,47.98,0.97779,0.9056,0.5,0.2364
+EQ-000000133,FAC-000008,isolation_valve,medium,5691.58,15,predictive,0,0.0,2160.0,0.0,1.0,0.925,0.5,0.2237
+EQ-000000134,FAC-000008,isolation_valve,high,2588.32,11,condition_based,1,13.49,2160.0,13.49,0.99375,0.9159,0.75,0.3171
+EQ-000000135,FAC-000008,centrifugal_compressor,high,5795.87,11,time_based,1,41.05,2160.0,41.05,0.981,0.9076,0.75,0.3225
+EQ-000000136,FAC-000009,centrifugal_pump,low,5845.08,11,time_based,0,0.0,2160.0,0.0,1.0,0.945,0.25,0.1233
+EQ-000000137,FAC-000009,reciprocating_compressor,medium,3320.22,10,time_based,0,0.0,2160.0,0.0,1.0,0.95,0.5,0.2075
+EQ-000000138,FAC-000009,reciprocating_compressor,high,1892.14,7,time_based,2,47.54,1080.0,23.77,0.97799,0.9007,0.75,0.327
+EQ-000000139,FAC-000009,centrifugal_pump,medium,4028.58,9,time_based,0,0.0,2160.0,0.0,1.0,0.955,0.5,0.2043
+EQ-000000140,FAC-000009,centrifugal_compressor,medium,3199.9,7,time_based,0,0.0,2160.0,0.0,1.0,0.965,0.5,0.1978
+EQ-000000141,FAC-000009,isolation_valve,low,15290.75,3,condition_based,1,39.38,2160.0,39.38,0.98177,0.9481,0.25,0.1212
+EQ-000000142,FAC-000009,isolation_valve,low,5802.25,8,condition_based,1,15.77,2160.0,15.77,0.9927,0.9303,0.25,0.1328
+EQ-000000143,FAC-000009,centrifugal_compressor,medium,5940.75,17,predictive,1,20.5,2160.0,20.5,0.99051,0.8838,0.5,0.2505
+EQ-000000144,FAC-000009,positive_displacement_pump,critical,2756.46,6,condition_based,0,0.0,2160.0,0.0,1.0,0.97,1.0,0.3695
+EQ-000000145,FAC-000009,centrifugal_pump,high,3086.2,8,reactive,1,12.48,2160.0,12.48,0.99422,0.9312,0.75,0.3072
+EQ-000000146,FAC-000009,centrifugal_pump,high,4570.76,2,condition_based,1,21.31,2160.0,21.31,0.99013,0.9586,0.75,0.2894
+EQ-000000147,FAC-000009,reciprocating_compressor,high,2404.94,10,time_based,1,11.31,2160.0,11.31,0.99476,0.9216,0.75,0.3135
+EQ-000000148,FAC-000009,control_valve,high,3450.01,5,condition_based,4,66.66,540.0,16.66,0.96914,0.8549,0.75,0.3568
+EQ-000000149,FAC-000009,control_valve,critical,4446.35,6,time_based,2,24.65,1080.0,12.32,0.98859,0.9126,1.0,0.4068
+EQ-000000150,FAC-000009,positive_displacement_pump,low,2524.02,3,time_based,3,75.12,720.0,25.04,0.96522,0.8874,0.25,0.1607
+EQ-000000151,FAC-000009,isolation_valve,high,2857.26,5,time_based,0,0.0,2160.0,0.0,1.0,0.975,0.75,0.2787
+EQ-000000152,FAC-000009,control_valve,high,6068.09,4,time_based,0,0.0,2160.0,0.0,1.0,0.98,0.75,0.2755
+EQ-000000153,FAC-000009,isolation_valve,medium,6355.98,9,predictive,1,19.32,2160.0,19.32,0.99106,0.9242,0.5,0.2243
+EQ-000000154,FAC-000009,isolation_valve,high,2457.08,15,time_based,4,68.39,540.0,17.1,0.96834,0.8044,0.75,0.3896
+EQ-000000155,FAC-000010,centrifugal_pump,high,3118.23,2,reactive,1,6.18,2160.0,6.18,0.99714,0.9631,0.75,0.2865
+EQ-000000156,FAC-000010,isolation_valve,high,4032.55,9,reactive,6,179.72,360.0,29.95,0.9168,0.7509,0.75,0.4244
+EQ-000000157,FAC-000010,isolation_valve,low,2927.94,6,predictive,2,65.4,1080.0,32.7,0.96972,0.9003,0.25,0.1523
+EQ-000000158,FAC-000010,centrifugal_compressor,critical,2381.45,12,condition_based,4,44.07,540.0,11.02,0.9796,0.8267,1.0,0.4626
+EQ-000000159,FAC-000010,isolation_valve,medium,5065.28,3,condition_based,1,13.55,2160.0,13.55,0.99373,0.9559,0.5,0.2037
+EQ-000000160,FAC-000010,isolation_valve,low,1949.78,2,condition_based,2,43.86,1080.0,21.93,0.97969,0.9268,0.25,0.1351
+EQ-000000161,FAC-000010,centrifugal_pump,low,4717.37,18,time_based,3,68.82000000000001,720.0,22.94,0.96814,0.8143,0.25,0.2082
+EQ-000000162,FAC-000010,centrifugal_pump,high,2673.87,7,time_based,2,42.53,1080.0,21.26,0.98031,0.9022,0.75,0.3261
+EQ-000000163,FAC-000010,control_valve,high,8798.36,7,reactive,1,9.77,2160.0,9.77,0.99548,0.9371,0.75,0.3034
+EQ-000000164,FAC-000010,isolation_valve,high,4508.17,6,reactive,1,12.54,2160.0,12.54,0.99419,0.9412,0.75,0.3007
+EQ-000000165,FAC-000010,centrifugal_compressor,high,6814.55,6,reactive,1,13.48,2160.0,13.48,0.99376,0.9409,0.75,0.3009
+EQ-000000166,FAC-000010,centrifugal_pump,critical,5192.43,4,reactive,0,0.0,2160.0,0.0,1.0,0.98,1.0,0.363
+EQ-000000167,FAC-000010,centrifugal_pump,medium,3258.38,8,predictive,1,35.76,2160.0,35.76,0.98344,0.9242,0.5,0.2242
+EQ-000000168,FAC-000010,control_valve,medium,3276.52,7,time_based,2,58.06999999999999,1080.0,29.03,0.97312,0.8975,0.5,0.2416
+EQ-000000169,FAC-000011,isolation_valve,medium,5445.03,14,time_based,0,0.0,2160.0,0.0,1.0,0.93,0.5,0.2205
+EQ-000000170,FAC-000011,control_valve,critical,4466.46,11,condition_based,1,43.58,2160.0,43.58,0.97982,0.9069,1.0,0.4105
+EQ-000000171,FAC-000011,reciprocating_compressor,high,7627.06,6,condition_based,0,0.0,2160.0,0.0,1.0,0.97,0.75,0.282
+EQ-000000172,FAC-000011,centrifugal_compressor,low,2177.32,11,time_based,1,8.66,2160.0,8.66,0.99599,0.9174,0.25,0.1412
+EQ-000000173,FAC-000011,centrifugal_pump,high,6268.47,5,condition_based,0,0.0,2160.0,0.0,1.0,0.975,0.75,0.2787
+EQ-000000174,FAC-000011,control_valve,high,4392.24,8,condition_based,0,0.0,2160.0,0.0,1.0,0.96,0.75,0.2885
+EQ-000000175,FAC-000011,centrifugal_pump,low,5105.33,6,predictive,1,40.45,2160.0,40.45,0.98127,0.9328,0.25,0.1312
+EQ-000000176,FAC-000011,reciprocating_compressor,medium,4972.03,11,reactive,1,20.04,2160.0,20.04,0.99072,0.914,0.5,0.2309
+EQ-000000177,FAC-000011,positive_displacement_pump,critical,3220.83,6,condition_based,1,25.86,2160.0,25.86,0.98803,0.9372,1.0,0.3908
+EQ-000000178,FAC-000011,centrifugal_pump,high,8554.13,5,reactive,0,0.0,2160.0,0.0,1.0,0.975,0.75,0.2787
+EQ-000000179,FAC-000011,positive_displacement_pump,low,4816.39,3,time_based,1,15.78,2160.0,15.78,0.99269,0.9553,0.25,0.1166
+EQ-000000180,FAC-000011,control_valve,medium,5934.64,14,condition_based,2,25.08,1080.0,12.54,0.98839,0.8725,0.5,0.2579
+EQ-000000181,FAC-000011,control_valve,medium,2918.9,3,reactive,3,82.94,720.0,27.65,0.9616,0.885,0.5,0.2497
+EQ-000000182,FAC-000011,reciprocating_compressor,critical,8511.78,11,time_based,1,45.18,2160.0,45.18,0.97908,0.9064,1.0,0.4108
+EQ-000000183,FAC-000011,isolation_valve,high,4256.71,13,predictive,1,45.71,2160.0,45.71,0.97884,0.8962,0.75,0.3299
+EQ-000000184,FAC-000011,positive_displacement_pump,medium,4374.13,5,time_based,1,13.82,2160.0,13.82,0.9936,0.9458,0.5,0.2102
+EQ-000000185,FAC-000011,positive_displacement_pump,high,2707.93,7,reactive,4,98.97999999999999,540.0,24.74,0.95418,0.8352,0.75,0.3696
+EQ-000000186,FAC-000011,centrifugal_compressor,high,5099.39,3,time_based,3,40.76,720.0,13.59,0.98113,0.8977,0.75,0.329
+EQ-000000187,FAC-000011,centrifugal_pump,low,3446.21,12,condition_based,1,20.03,2160.0,20.03,0.99073,0.909,0.25,0.1467
+EQ-000000188,FAC-000011,isolation_valve,medium,3433.64,10,reactive,3,59.50000000000001,720.0,19.83,0.97245,0.8571,0.5,0.2679
+EQ-000000189,FAC-000012,isolation_valve,high,2854.77,9,reactive,1,12.74,2160.0,12.74,0.9941,0.9262,0.75,0.3105
+EQ-000000190,FAC-000012,positive_displacement_pump,low,2274.69,8,reactive,4,42.849999999999994,540.0,10.71,0.98016,0.8471,0.25,0.1869
+EQ-000000191,FAC-000012,centrifugal_compressor,high,3390.46,1,time_based,1,29.19,2160.0,29.19,0.98649,0.9612,0.75,0.2877
+EQ-000000192,FAC-000012,control_valve,high,2817.64,7,condition_based,0,0.0,2160.0,0.0,1.0,0.965,0.75,0.2852
+EQ-000000193,FAC-000012,control_valve,high,3009.19,9,time_based,2,59.66,1080.0,29.83,0.97238,0.887,0.75,0.3359
+EQ-000000194,FAC-000012,centrifugal_pump,medium,4261.45,8,reactive,1,15.05,2160.0,15.05,0.99303,0.9305,0.5,0.2202
+EQ-000000195,FAC-000012,isolation_valve,medium,3118.6,5,reactive,2,25.42,1080.0,12.71,0.98823,0.9174,0.5,0.2287
+EQ-000000196,FAC-000012,control_valve,critical,2732.43,9,reactive,4,98.44,540.0,24.61,0.95443,0.8254,1.0,0.4635
+EQ-000000197,FAC-000012,control_valve,high,2328.22,11,condition_based,2,26.759999999999998,1080.0,13.38,0.98761,0.8869,0.75,0.336
+EQ-000000198,FAC-000012,centrifugal_pump,high,7327.02,8,condition_based,3,39.5,720.0,13.17,0.98171,0.8731,0.75,0.345
+EQ-000000199,FAC-000012,control_valve,high,3017.72,12,predictive,2,22.08,1080.0,11.04,0.98978,0.8834,0.75,0.3383
+EQ-000000200,FAC-000012,centrifugal_compressor,critical,3015.48,9,time_based,1,7.51,2160.0,7.51,0.99652,0.9277,1.0,0.397
+EQ-000000201,FAC-000012,control_valve,high,10832.53,6,predictive,0,0.0,2160.0,0.0,1.0,0.97,0.75,0.282
+EQ-000000202,FAC-000012,isolation_valve,high,2392.82,13,predictive,3,66.13,720.0,22.04,0.96938,0.8401,0.75,0.3664
+EQ-000000203,FAC-000012,reciprocating_compressor,medium,3969.95,7,condition_based,1,23.83,2160.0,23.83,0.98897,0.9328,0.5,0.2187
+EQ-000000204,FAC-000012,control_valve,high,4688.53,19,time_based,2,60.800000000000004,1080.0,30.4,0.97185,0.8367,0.75,0.3686
+EQ-000000205,FAC-000012,centrifugal_pump,medium,3414.58,9,predictive,1,14.46,2160.0,14.46,0.99331,0.9256,0.5,0.2233
+EQ-000000206,FAC-000013,centrifugal_compressor,critical,3857.37,12,reactive,0,0.0,2160.0,0.0,1.0,0.94,1.0,0.389
+EQ-000000207,FAC-000013,centrifugal_pump,high,3144.22,9,time_based,1,22.78,2160.0,22.78,0.98945,0.9231,0.75,0.3125
+EQ-000000208,FAC-000013,centrifugal_pump,medium,4604.07,11,condition_based,0,0.0,2160.0,0.0,1.0,0.945,0.5,0.2108
+EQ-000000209,FAC-000013,centrifugal_pump,high,4923.15,4,time_based,1,15.76,2160.0,15.76,0.9927,0.9503,0.75,0.2948
+EQ-000000210,FAC-000013,reciprocating_compressor,medium,3413.29,2,condition_based,1,17.38,2160.0,17.38,0.99195,0.9598,0.5,0.2011
+EQ-000000211,FAC-000013,centrifugal_pump,medium,7234.11,5,predictive,1,9.46,2160.0,9.46,0.99562,0.9472,0.5,0.2094
+EQ-000000212,FAC-000013,reciprocating_compressor,critical,4000.23,3,time_based,0,0.0,2160.0,0.0,1.0,0.985,1.0,0.3598
+EQ-000000213,FAC-000013,reciprocating_compressor,high,5687.08,1,reactive,1,23.33,2160.0,23.33,0.9892,0.963,0.75,0.2866
+EQ-000000214,FAC-000013,centrifugal_pump,medium,3780.31,8,predictive,1,18.55,2160.0,18.55,0.99141,0.9294,0.5,0.2209
+EQ-000000215,FAC-000013,centrifugal_pump,high,3915.4,12,condition_based,1,33.44,2160.0,33.44,0.98452,0.9049,0.75,0.3243
+EQ-000000216,FAC-000013,centrifugal_pump,medium,4004.74,10,time_based,2,29.3,1080.0,14.65,0.98644,0.8912,0.5,0.2457
+EQ-000000217,FAC-000013,control_valve,high,10183.27,6,condition_based,1,63.28,2160.0,63.28,0.9707,0.926,0.75,0.3106
+EQ-000000218,FAC-000013,centrifugal_pump,medium,6561.19,7,time_based,0,0.0,2160.0,0.0,1.0,0.965,0.5,0.1978
+EQ-000000219,FAC-000013,centrifugal_compressor,medium,4917.49,3,reactive,3,66.03,720.0,22.01,0.96943,0.8901,0.5,0.2464
+EQ-000000220,FAC-000013,reciprocating_compressor,low,1688.69,14,predictive,2,35.89,1080.0,17.94,0.98338,0.8692,0.25,0.1725
+EQ-000000221,FAC-000013,centrifugal_pump,medium,3163.25,12,condition_based,3,43.46,720.0,14.49,0.97988,0.8519,0.5,0.2713
+EQ-000000222,FAC-000013,positive_displacement_pump,high,3171.77,7,time_based,3,34.92,720.0,11.64,0.98383,0.8795,0.75,0.3408
+EQ-000000223,FAC-000013,centrifugal_pump,medium,5833.92,17,reactive,1,6.49,2160.0,6.49,0.997,0.888,0.5,0.2478
+EQ-000000224,FAC-000013,isolation_valve,high,4865.48,16,reactive,2,27.71,1080.0,13.86,0.98717,0.8617,0.75,0.3524
+EQ-000000225,FAC-000013,centrifugal_compressor,medium,4624.33,7,condition_based,1,19.51,2160.0,19.51,0.99097,0.9341,0.5,0.2178
+EQ-000000226,FAC-000013,isolation_valve,medium,5816.35,9,condition_based,1,14.58,2160.0,14.58,0.99325,0.9256,0.5,0.2234
+EQ-000000227,FAC-000013,isolation_valve,high,1713.01,4,time_based,0,0.0,2160.0,0.0,1.0,0.98,0.75,0.2755
+EQ-000000228,FAC-000014,isolation_valve,high,3955.9,8,condition_based,1,21.62,2160.0,21.62,0.98999,0.9285,0.75,0.309
+EQ-000000229,FAC-000014,centrifugal_compressor,medium,2880.98,3,time_based,1,12.65,2160.0,12.65,0.99414,0.9562,0.5,0.2035
+EQ-000000230,FAC-000014,positive_displacement_pump,critical,5136.88,4,condition_based,1,25.45,2160.0,25.45,0.98822,0.9473,1.0,0.3842
+EQ-000000231,FAC-000014,reciprocating_compressor,low,2901.06,8,condition_based,3,61.01,720.0,20.34,0.97175,0.8666,0.25,0.1742
+EQ-000000232,FAC-000014,centrifugal_pump,high,4928.03,8,time_based,1,19.9,2160.0,19.9,0.99079,0.929,0.75,0.3086
+EQ-000000233,FAC-000014,centrifugal_pump,medium,3542.09,7,reactive,1,9.45,2160.0,9.45,0.99563,0.9372,0.5,0.2158
+EQ-000000234,FAC-000014,positive_displacement_pump,medium,2192.17,10,time_based,0,0.0,2160.0,0.0,1.0,0.95,0.5,0.2075
+EQ-000000235,FAC-000014,centrifugal_pump,critical,2844.82,6,predictive,0,0.0,2160.0,0.0,1.0,0.97,1.0,0.3695
+EQ-000000236,FAC-000014,centrifugal_pump,medium,3039.53,12,predictive,2,30.26,1080.0,15.13,0.98599,0.8809,0.5,0.2524
+EQ-000000237,FAC-000014,isolation_valve,medium,2252.56,6,time_based,0,0.0,2160.0,0.0,1.0,0.97,0.5,0.1945
+EQ-000000238,FAC-000014,control_valve,medium,5050.88,5,condition_based,0,0.0,2160.0,0.0,1.0,0.975,0.5,0.1912
+EQ-000000239,FAC-000014,control_valve,high,6797.99,4,reactive,1,47.57,2160.0,47.57,0.97798,0.9407,0.75,0.3011
+EQ-000000240,FAC-000014,control_valve,critical,3909.01,7,condition_based,2,83.37,1080.0,41.68,0.9614,0.8899,1.0,0.4216
+EQ-000000241,FAC-000014,isolation_valve,medium,8305.49,10,time_based,1,38.28,2160.0,38.28,0.98228,0.9135,0.5,0.2312
+EQ-000000242,FAC-000014,control_valve,medium,4352.68,4,predictive,0,0.0,2160.0,0.0,1.0,0.98,0.5,0.188
+EQ-000000243,FAC-000014,isolation_valve,medium,4204.79,11,predictive,1,12.09,2160.0,12.09,0.9944,0.9164,0.5,0.2294
+EQ-000000244,FAC-000014,control_valve,high,3189.53,10,condition_based,1,17.61,2160.0,17.61,0.99185,0.9197,0.75,0.3147
+EQ-000000245,FAC-000014,centrifugal_compressor,high,4576.71,8,predictive,0,0.0,2160.0,0.0,1.0,0.96,0.75,0.2885
+EQ-000000246,FAC-000014,control_valve,high,3851.5,6,time_based,4,37.47,540.0,9.37,0.98265,0.8587,0.75,0.3543
+EQ-000000247,FAC-000015,positive_displacement_pump,low,2666.31,2,time_based,1,22.06,2160.0,22.06,0.98979,0.9584,0.25,0.1146
+EQ-000000248,FAC-000015,isolation_valve,medium,4814.72,14,time_based,0,0.0,2160.0,0.0,1.0,0.93,0.5,0.2205
+EQ-000000249,FAC-000015,centrifugal_compressor,high,4139.94,7,condition_based,1,25.32,2160.0,25.32,0.98828,0.9324,0.75,0.3065
+EQ-000000250,FAC-000015,isolation_valve,critical,4711.91,2,condition_based,0,0.0,2160.0,0.0,1.0,0.99,1.0,0.3565
+EQ-000000251,FAC-000015,control_valve,high,10069.94,3,time_based,2,39.12,1080.0,19.56,0.98189,0.9232,0.75,0.3124
+EQ-000000252,FAC-000015,centrifugal_pump,medium,3507.04,5,time_based,2,45.11,1080.0,22.56,0.97912,0.9114,0.5,0.2326
+EQ-000000253,FAC-000015,isolation_valve,critical,3182.86,7,predictive,1,23.8,2160.0,23.8,0.98898,0.9328,1.0,0.3937
+EQ-000000254,FAC-000015,centrifugal_compressor,high,2338.24,7,predictive,3,60.230000000000004,720.0,20.08,0.97212,0.8719,0.75,0.3458
+EQ-000000255,FAC-000015,reciprocating_compressor,medium,6891.09,7,condition_based,2,30.04,1080.0,15.02,0.98609,0.906,0.5,0.2361
+EQ-000000256,FAC-000015,centrifugal_pump,critical,4224.85,3,time_based,2,16.54,1080.0,8.27,0.99234,0.93,1.0,0.3955
+EQ-000000257,FAC-000016,centrifugal_pump,medium,3183.27,3,reactive,2,85.71,1080.0,42.86,0.96032,0.9092,0.5,0.234
+EQ-000000258,FAC-000016,centrifugal_pump,medium,3108.02,11,reactive,1,16.18,2160.0,16.18,0.99251,0.9151,0.5,0.2302
+EQ-000000259,FAC-000016,centrifugal_pump,medium,6147.57,10,condition_based,0,0.0,2160.0,0.0,1.0,0.95,0.5,0.2075
+EQ-000000260,FAC-000016,reciprocating_compressor,medium,7881.94,12,time_based,0,0.0,2160.0,0.0,1.0,0.94,0.5,0.214
+EQ-000000261,FAC-000016,reciprocating_compressor,medium,2087.33,8,time_based,1,17.29,2160.0,17.29,0.992,0.9298,0.5,0.2206
+EQ-000000262,FAC-000016,centrifugal_compressor,high,4556.23,8,time_based,2,23.92,1080.0,11.96,0.98893,0.9028,0.75,0.3257
+EQ-000000263,FAC-000016,control_valve,high,4124.37,10,condition_based,3,50.67,720.0,16.89,0.97654,0.8598,0.75,0.3537
+EQ-000000264,FAC-000016,centrifugal_compressor,medium,4703.14,2,reactive,2,42.36,1080.0,21.18,0.98039,0.9273,0.5,0.2223
+EQ-000000265,FAC-000016,control_valve,medium,5446.08,23,time_based,1,12.64,2160.0,12.64,0.99415,0.8562,0.5,0.2685
+EQ-000000266,FAC-000016,centrifugal_pump,high,3105.0,20,time_based,0,0.0,2160.0,0.0,1.0,0.9,0.75,0.3275
+EQ-000000267,FAC-000016,reciprocating_compressor,high,2511.44,15,time_based,4,84.9,540.0,21.22,0.96069,0.7995,0.75,0.3929
+EQ-000000268,FAC-000016,centrifugal_pump,critical,4455.03,13,time_based,2,64.27,1080.0,32.14,0.97025,0.8657,1.0,0.4373
+EQ-000000269,FAC-000016,centrifugal_pump,high,7816.35,7,reactive,1,9.52,2160.0,9.52,0.99559,0.9371,0.75,0.3034
+EQ-000000270,FAC-000016,isolation_valve,medium,4183.48,1,reactive,1,28.26,2160.0,28.26,0.98692,0.9615,0.5,0.2
+EQ-000000271,FAC-000016,reciprocating_compressor,medium,8593.66,4,predictive,0,0.0,2160.0,0.0,1.0,0.98,0.5,0.188
+EQ-000000272,FAC-000016,isolation_valve,high,6415.06,5,time_based,1,26.13,2160.0,26.13,0.9879,0.9421,0.75,0.3001
+EQ-000000273,FAC-000016,centrifugal_compressor,medium,5796.93,1,time_based,1,18.54,2160.0,18.54,0.99142,0.9644,0.5,0.1981
+EQ-000000274,FAC-000016,centrifugal_pump,high,3780.63,4,time_based,1,40.13,2160.0,40.13,0.98142,0.9429,0.75,0.2996
+EQ-000000275,FAC-000016,control_valve,medium,2681.69,9,condition_based,1,12.91,2160.0,12.91,0.99402,0.9261,0.5,0.223
+EQ-000000276,FAC-000016,control_valve,medium,4409.62,11,condition_based,1,15.45,2160.0,15.45,0.99285,0.9154,0.5,0.23
+EQ-000000277,FAC-000016,centrifugal_compressor,medium,2158.23,4,predictive,0,0.0,2160.0,0.0,1.0,0.98,0.5,0.188
+EQ-000000278,FAC-000016,isolation_valve,medium,5188.42,8,condition_based,0,0.0,2160.0,0.0,1.0,0.96,0.5,0.201
+EQ-000000279,FAC-000017,control_valve,high,5909.2,6,time_based,1,21.13,2160.0,21.13,0.99022,0.9386,0.75,0.3024
+EQ-000000280,FAC-000017,isolation_valve,high,4364.02,3,time_based,0,0.0,2160.0,0.0,1.0,0.985,0.75,0.2722
+EQ-000000281,FAC-000017,isolation_valve,low,6042.2,2,condition_based,1,15.4,2160.0,15.4,0.99287,0.9604,0.25,0.1133
+EQ-000000282,FAC-000017,centrifugal_pump,medium,5447.91,12,predictive,1,68.55,2160.0,68.55,0.96826,0.8944,0.5,0.2437
+EQ-000000283,FAC-000017,control_valve,low,5029.02,12,condition_based,2,25.58,1080.0,12.79,0.98816,0.8823,0.25,0.164
+EQ-000000284,FAC-000017,centrifugal_pump,high,6510.03,6,condition_based,1,10.57,2160.0,10.57,0.99511,0.9418,0.75,0.3003
+EQ-000000285,FAC-000017,centrifugal_pump,critical,4775.78,13,predictive,1,11.11,2160.0,11.11,0.99486,0.9067,1.0,0.4107
+EQ-000000286,FAC-000017,centrifugal_pump,high,4051.57,17,predictive,0,0.0,2160.0,0.0,1.0,0.915,0.75,0.3177
+EQ-000000287,FAC-000017,isolation_valve,critical,4928.71,4,time_based,2,28.529999999999998,1080.0,14.26,0.98679,0.9214,1.0,0.4011
+EQ-000000288,FAC-000017,isolation_valve,medium,3679.2,13,time_based,2,19.209999999999997,1080.0,9.6,0.99111,0.8792,0.5,0.2535
+EQ-000000289,FAC-000017,isolation_valve,high,2119.14,3,reactive,0,0.0,2160.0,0.0,1.0,0.985,0.75,0.2722
+EQ-000000290,FAC-000017,control_valve,high,10662.23,7,time_based,0,0.0,2160.0,0.0,1.0,0.965,0.75,0.2852
+EQ-000000291,FAC-000017,isolation_valve,medium,2245.05,13,predictive,2,19.16,1080.0,9.58,0.99113,0.8792,0.5,0.2535
+EQ-000000292,FAC-000017,centrifugal_pump,high,4306.15,6,time_based,1,37.96,2160.0,37.96,0.98243,0.9336,0.75,0.3057
+EQ-000000293,FAC-000017,positive_displacement_pump,medium,6762.75,6,condition_based,1,5.1,2160.0,5.1,0.99764,0.9435,0.5,0.2117
+EQ-000000294,FAC-000017,centrifugal_compressor,high,5408.67,10,condition_based,0,0.0,2160.0,0.0,1.0,0.95,0.75,0.295
+EQ-000000295,FAC-000017,centrifugal_pump,high,6789.8,12,condition_based,2,34.76,1080.0,17.38,0.98391,0.8795,0.75,0.3408
+EQ-000000296,FAC-000017,reciprocating_compressor,medium,2766.58,2,time_based,2,59.06,1080.0,29.53,0.97266,0.9222,0.5,0.2256
+EQ-000000297,FAC-000017,control_valve,high,3589.24,7,time_based,1,18.41,2160.0,18.41,0.99148,0.9345,0.75,0.3051
+EQ-000000298,FAC-000017,positive_displacement_pump,medium,7764.86,8,condition_based,0,0.0,2160.0,0.0,1.0,0.96,0.5,0.201
+EQ-000000299,FAC-000017,centrifugal_pump,high,3277.51,4,condition_based,2,26.15,1080.0,13.08,0.98789,0.9221,0.75,0.3131
+EQ-000000300,FAC-000018,isolation_valve,medium,5876.15,11,predictive,2,24.65,1080.0,12.32,0.98859,0.8876,0.5,0.2481
+EQ-000000301,FAC-000018,reciprocating_compressor,critical,3352.88,2,time_based,2,27.23,1080.0,13.62,0.98739,0.9318,1.0,0.3943
+EQ-000000302,FAC-000018,control_valve,medium,3820.56,9,condition_based,2,27.42,1080.0,13.71,0.98731,0.8967,0.5,0.2421
+EQ-000000303,FAC-000018,positive_displacement_pump,low,5467.88,9,time_based,1,5.58,2160.0,5.58,0.99742,0.9283,0.25,0.1341
+EQ-000000304,FAC-000018,centrifugal_pump,low,2302.36,6,condition_based,2,42.93,1080.0,21.46,0.98012,0.9071,0.25,0.1479
+EQ-000000305,FAC-000018,reciprocating_compressor,medium,3337.27,6,time_based,1,26.63,2160.0,26.63,0.98767,0.937,0.5,0.216
+EQ-000000306,FAC-000018,isolation_valve,high,4647.27,4,predictive,0,0.0,2160.0,0.0,1.0,0.98,0.75,0.2755
+EQ-000000307,FAC-000018,centrifugal_pump,critical,2803.6,7,reactive,2,43.25,1080.0,21.62,0.97998,0.902,1.0,0.4137
+EQ-000000308,FAC-000018,control_valve,critical,3726.76,8,predictive,0,0.0,2160.0,0.0,1.0,0.96,1.0,0.376
+EQ-000000309,FAC-000018,control_valve,high,9754.96,16,reactive,0,0.0,2160.0,0.0,1.0,0.92,0.75,0.3145
+EQ-000000310,FAC-000019,control_valve,critical,2822.56,9,time_based,2,80.28999999999999,1080.0,40.14,0.96283,0.8808,1.0,0.4275
+EQ-000000311,FAC-000019,control_valve,medium,9054.84,9,time_based,1,9.94,2160.0,9.94,0.9954,0.927,0.5,0.2224
+EQ-000000312,FAC-000019,control_valve,critical,11817.2,7,time_based,1,16.36,2160.0,16.36,0.99243,0.9351,1.0,0.3922
+EQ-000000313,FAC-000019,control_valve,low,5874.23,3,time_based,0,0.0,2160.0,0.0,1.0,0.985,0.25,0.0972
+EQ-000000314,FAC-000019,isolation_valve,high,6313.13,13,condition_based,0,0.0,2160.0,0.0,1.0,0.935,0.75,0.3047
+EQ-000000315,FAC-000019,reciprocating_compressor,high,3461.59,21,predictive,2,74.1,1080.0,37.05,0.96569,0.8227,0.75,0.3777
+EQ-000000316,FAC-000019,isolation_valve,high,1871.79,4,condition_based,2,42.82,1080.0,21.41,0.98018,0.9171,0.75,0.3164
+EQ-000000317,FAC-000019,centrifugal_pump,critical,2796.03,13,predictive,1,20.49,2160.0,20.49,0.99051,0.9038,1.0,0.4125
+EQ-000000318,FAC-000019,centrifugal_compressor,medium,4215.34,7,predictive,1,15.83,2160.0,15.83,0.99267,0.9352,0.5,0.2171
+EQ-000000319,FAC-000019,positive_displacement_pump,medium,3828.29,10,condition_based,0,0.0,2160.0,0.0,1.0,0.95,0.5,0.2075
+EQ-000000320,FAC-000019,centrifugal_pump,high,4638.59,11,reactive,0,0.0,2160.0,0.0,1.0,0.945,0.75,0.2982
+EQ-000000321,FAC-000019,control_valve,low,4023.74,3,reactive,1,11.7,2160.0,11.7,0.99458,0.9565,0.25,0.1158
+EQ-000000322,FAC-000019,positive_displacement_pump,medium,2614.96,11,time_based,3,97.18,720.0,32.39,0.95501,0.8408,0.5,0.2785
+EQ-000000323,FAC-000019,control_valve,high,7065.78,9,predictive,0,0.0,2160.0,0.0,1.0,0.955,0.75,0.2917
+EQ-000000324,FAC-000019,centrifugal_pump,high,4678.0,10,reactive,1,25.7,2160.0,25.7,0.9881,0.9173,0.75,0.3163
+EQ-000000325,FAC-000019,reciprocating_compressor,high,5538.07,1,reactive,0,0.0,2160.0,0.0,1.0,0.99,0.75,0.269
+EQ-000000326,FAC-000019,isolation_valve,medium,2774.49,6,reactive,2,21.08,1080.0,10.54,0.99024,0.9137,0.5,0.2311
+EQ-000000327,FAC-000020,isolation_valve,critical,2248.11,5,condition_based,4,157.07,540.0,39.27,0.92728,0.8277,1.0,0.462
+EQ-000000328,FAC-000020,centrifugal_pump,medium,3523.88,6,condition_based,2,16.63,1080.0,8.32,0.9923,0.915,0.5,0.2303
+EQ-000000329,FAC-000020,reciprocating_compressor,high,7896.2,5,reactive,0,0.0,2160.0,0.0,1.0,0.975,0.75,0.2787
+EQ-000000330,FAC-000020,isolation_valve,medium,4289.66,10,time_based,0,0.0,2160.0,0.0,1.0,0.95,0.5,0.2075
+EQ-000000331,FAC-000020,centrifugal_pump,medium,5810.63,12,condition_based,0,0.0,2160.0,0.0,1.0,0.94,0.5,0.214
+EQ-000000332,FAC-000020,centrifugal_compressor,low,3664.93,6,reactive,1,10.8,2160.0,10.8,0.995,0.9417,0.25,0.1254
+EQ-000000333,FAC-000020,centrifugal_compressor,medium,7774.09,10,time_based,0,0.0,2160.0,0.0,1.0,0.95,0.5,0.2075
+EQ-000000334,FAC-000020,isolation_valve,low,6617.13,6,predictive,0,0.0,2160.0,0.0,1.0,0.97,0.25,0.107
+EQ-000000335,FAC-000020,reciprocating_compressor,medium,3700.98,8,predictive,0,0.0,2160.0,0.0,1.0,0.96,0.5,0.201
+EQ-000000336,FAC-000020,reciprocating_compressor,high,3496.99,5,time_based,2,28.49,1080.0,14.24,0.98681,0.9164,0.75,0.3168
+EQ-000000337,FAC-000020,control_valve,critical,2020.05,15,condition_based,7,132.06,308.57,18.87,0.93886,0.7103,1.0,0.5383
+EQ-000000338,FAC-000020,reciprocating_compressor,medium,3831.99,4,time_based,0,0.0,2160.0,0.0,1.0,0.98,0.5,0.188
+EQ-000000339,FAC-000020,reciprocating_compressor,critical,5403.24,7,time_based,1,12.39,2160.0,12.39,0.99426,0.9363,1.0,0.3914

root_cause_analysis.csv ADDED Viewed

	@@ -0,0 +1,397 @@

+rca_id,failure_id,equipment_id,root_cause,contributing_factor_1,contributing_factor_2,rca_method,human_factor_flag,design_factor_flag,process_factor_flag,corrective_action_required,rca_confidence_score
+RCA-0000000001,FAIL-0000000001,EQ-000000001,foreign_object_damage,corrosion,foreign_object_damage,Pareto Review,0,0,0,procedure_update,0.8137
+RCA-0000000002,FAIL-0000000002,EQ-000000002,H2S_exposure,thermal_cycling,misalignment,RCFA,0,0,0,redesign,0.88
+RCA-0000000003,FAIL-0000000003,EQ-000000002,normal_wear,corrosion,process_upset,5-Why,0,1,0,condition_monitoring,0.8647
+RCA-0000000004,FAIL-0000000004,EQ-000000003,operator_error,corrosion,misalignment,Reliability Review Board,1,0,0,redesign,0.5918
+RCA-0000000005,FAIL-0000000005,EQ-000000003,operator_error,contamination,corrosion,FMEA,1,0,0,inspection_frequency_increase,0.8553
+RCA-0000000006,FAIL-0000000006,EQ-000000004,poor_lubrication,H2S_exposure,high_humidity,Pareto Review,0,0,1,procedure_update,0.5526
+RCA-0000000007,FAIL-0000000007,EQ-000000006,thermal_cycling,operator_error,design_limit_exceeded,Pareto Review,0,0,0,replacement,0.8549
+RCA-0000000008,FAIL-0000000008,EQ-000000007,corrosion,high_humidity,corrosion,FMEA,0,1,0,condition_monitoring,0.7281
+RCA-0000000009,FAIL-0000000009,EQ-000000008,foreign_object_damage,process_upset,contamination,FMEA,0,0,0,training,0.7918
+RCA-0000000010,FAIL-0000000010,EQ-000000010,contamination,thermal_cycling,contamination,5-Why,0,0,0,replacement,0.6505
+RCA-0000000011,FAIL-0000000011,EQ-000000011,operator_error,thermal_cycling,contamination,RCFA,1,0,0,inspection_frequency_increase,0.6964
+RCA-0000000012,FAIL-0000000012,EQ-000000013,foreign_object_damage,normal_wear,poor_lubrication,Fault Tree,0,0,0,condition_monitoring,0.8937
+RCA-0000000013,FAIL-0000000013,EQ-000000013,H2S_exposure,design_limit_exceeded,corrosion,Fault Tree,1,0,0,redesign,0.8764
+RCA-0000000014,FAIL-0000000014,EQ-000000014,foreign_object_damage,contamination,poor_lubrication,Fishbone,0,0,1,training,0.8951
+RCA-0000000015,FAIL-0000000015,EQ-000000015,poor_lubrication,H2S_exposure,H2S_exposure,Reliability Review Board,0,0,1,none,0.8467
+RCA-0000000016,FAIL-0000000016,EQ-000000015,contamination,operator_error,maintenance_error,Pareto Review,0,0,0,training,0.7484
+RCA-0000000017,FAIL-0000000017,EQ-000000016,foreign_object_damage,thermal_cycling,normal_wear,Reliability Review Board,0,0,1,training,0.6928
+RCA-0000000018,FAIL-0000000018,EQ-000000018,poor_lubrication,H2S_exposure,high_humidity,Reliability Review Board,0,0,0,replacement,0.9454
+RCA-0000000019,FAIL-0000000019,EQ-000000019,sensor_drift,poor_lubrication,misalignment,FMEA,0,0,0,replacement,0.9341
+RCA-0000000020,FAIL-0000000020,EQ-000000019,design_limit_exceeded,design_limit_exceeded,process_upset,Fishbone,0,1,0,procedure_update,0.5303
+RCA-0000000021,FAIL-0000000021,EQ-000000021,sensor_drift,high_humidity,thermal_cycling,5-Why,0,0,0,redesign,0.7371
+RCA-0000000022,FAIL-0000000022,EQ-000000021,corrosion,corrosion,sensor_drift,Fault Tree,0,0,0,replacement,0.781
+RCA-0000000023,FAIL-0000000023,EQ-000000021,H2S_exposure,high_humidity,H2S_exposure,RCFA,0,0,0,replacement,0.6664
+RCA-0000000024,FAIL-0000000024,EQ-000000021,normal_wear,thermal_cycling,process_upset,Reliability Review Board,0,0,0,condition_monitoring,0.5078
+RCA-0000000025,FAIL-0000000025,EQ-000000023,corrosion,H2S_exposure,normal_wear,Reliability Review Board,1,0,1,replacement,0.8919
+RCA-0000000026,FAIL-0000000026,EQ-000000024,H2S_exposure,foreign_object_damage,high_humidity,RCFA,0,0,0,redesign,0.4523
+RCA-0000000027,FAIL-0000000027,EQ-000000025,contamination,misalignment,poor_lubrication,FMEA,0,0,1,replacement,0.4174
+RCA-0000000028,FAIL-0000000028,EQ-000000026,misalignment,operator_error,sensor_drift,Fishbone,0,0,0,redesign,0.7529
+RCA-0000000029,FAIL-0000000029,EQ-000000026,contamination,high_humidity,operator_error,FMEA,0,0,0,inspection_frequency_increase,0.8704
+RCA-0000000030,FAIL-0000000030,EQ-000000028,H2S_exposure,design_limit_exceeded,poor_lubrication,Pareto Review,0,0,0,procedure_update,0.5693
+RCA-0000000031,FAIL-0000000031,EQ-000000028,operator_error,poor_lubrication,normal_wear,RCFA,1,0,0,training,0.9187
+RCA-0000000032,FAIL-0000000032,EQ-000000029,corrosion,H2S_exposure,foreign_object_damage,Reliability Review Board,1,0,0,redesign,0.8635
+RCA-0000000033,FAIL-0000000033,EQ-000000031,design_limit_exceeded,process_upset,process_upset,5-Why,0,1,0,training,0.7233
+RCA-0000000034,FAIL-0000000034,EQ-000000034,foreign_object_damage,misalignment,operator_error,Pareto Review,0,0,0,inspection_frequency_increase,0.6738
+RCA-0000000035,FAIL-0000000035,EQ-000000034,maintenance_error,operator_error,high_humidity,5-Why,1,0,0,procedure_update,0.907
+RCA-0000000036,FAIL-0000000036,EQ-000000035,misalignment,sensor_drift,process_upset,Fault Tree,0,0,0,condition_monitoring,0.9361
+RCA-0000000037,FAIL-0000000037,EQ-000000036,H2S_exposure,contamination,sensor_drift,Fault Tree,0,0,0,condition_monitoring,0.6924
+RCA-0000000038,FAIL-0000000038,EQ-000000037,normal_wear,maintenance_error,poor_lubrication,FMEA,0,0,1,condition_monitoring,0.569
+RCA-0000000039,FAIL-0000000039,EQ-000000038,corrosion,normal_wear,high_humidity,Reliability Review Board,0,0,0,inspection_frequency_increase,0.8348
+RCA-0000000040,FAIL-0000000040,EQ-000000039,thermal_cycling,normal_wear,process_upset,Fault Tree,0,0,0,inspection_frequency_increase,0.9286
+RCA-0000000041,FAIL-0000000041,EQ-000000039,corrosion,poor_lubrication,operator_error,FMEA,1,0,0,procedure_update,0.8755
+RCA-0000000042,FAIL-0000000042,EQ-000000040,corrosion,sensor_drift,normal_wear,Pareto Review,0,0,0,inspection_frequency_increase,0.7931
+RCA-0000000043,FAIL-0000000043,EQ-000000040,misalignment,operator_error,design_limit_exceeded,RCFA,0,0,1,redesign,0.7028
+RCA-0000000044,FAIL-0000000044,EQ-000000041,sensor_drift,design_limit_exceeded,poor_lubrication,FMEA,0,1,1,training,0.8298
+RCA-0000000045,FAIL-0000000045,EQ-000000041,corrosion,sensor_drift,sensor_drift,Fishbone,0,0,0,procedure_update,0.5476
+RCA-0000000046,FAIL-0000000046,EQ-000000042,high_humidity,operator_error,thermal_cycling,RCFA,0,0,0,procedure_update,0.6809
+RCA-0000000047,FAIL-0000000047,EQ-000000043,foreign_object_damage,normal_wear,process_upset,FMEA,0,0,0,inspection_frequency_increase,0.8872
+RCA-0000000048,FAIL-0000000048,EQ-000000043,normal_wear,poor_lubrication,normal_wear,Fishbone,0,1,0,replacement,0.5899
+RCA-0000000049,FAIL-0000000049,EQ-000000044,contamination,sensor_drift,operator_error,Fault Tree,0,0,1,condition_monitoring,0.8877
+RCA-0000000050,FAIL-0000000050,EQ-000000044,maintenance_error,foreign_object_damage,contamination,RCFA,1,0,0,procedure_update,0.8091
+RCA-0000000051,FAIL-0000000051,EQ-000000045,operator_error,poor_lubrication,high_humidity,5-Why,1,0,0,replacement,0.6805
+RCA-0000000052,FAIL-0000000052,EQ-000000047,poor_lubrication,process_upset,normal_wear,RCFA,0,0,0,replacement,0.9524
+RCA-0000000053,FAIL-0000000053,EQ-000000047,poor_lubrication,process_upset,contamination,Fishbone,0,0,0,replacement,0.6589
+RCA-0000000054,FAIL-0000000054,EQ-000000048,corrosion,normal_wear,misalignment,RCFA,0,0,0,redesign,0.99
+RCA-0000000055,FAIL-0000000055,EQ-000000048,poor_lubrication,corrosion,foreign_object_damage,5-Why,0,0,0,replacement,0.4735
+RCA-0000000056,FAIL-0000000056,EQ-000000048,corrosion,H2S_exposure,sensor_drift,Reliability Review Board,0,0,0,procedure_update,0.6968
+RCA-0000000057,FAIL-0000000057,EQ-000000049,foreign_object_damage,corrosion,normal_wear,Pareto Review,0,0,0,procedure_update,0.7306
+RCA-0000000058,FAIL-0000000058,EQ-000000050,H2S_exposure,foreign_object_damage,process_upset,Fishbone,0,0,0,procedure_update,0.6635
+RCA-0000000059,FAIL-0000000059,EQ-000000051,sensor_drift,foreign_object_damage,corrosion,Fishbone,0,0,0,training,0.5954
+RCA-0000000060,FAIL-0000000060,EQ-000000052,corrosion,foreign_object_damage,design_limit_exceeded,Pareto Review,0,0,0,redesign,0.9525
+RCA-0000000061,FAIL-0000000061,EQ-000000052,design_limit_exceeded,corrosion,corrosion,FMEA,0,1,0,replacement,0.799
+RCA-0000000062,FAIL-0000000062,EQ-000000053,operator_error,thermal_cycling,operator_error,FMEA,1,0,0,procedure_update,0.9523
+RCA-0000000063,FAIL-0000000063,EQ-000000055,high_humidity,corrosion,misalignment,Fishbone,0,0,0,inspection_frequency_increase,0.6848
+RCA-0000000064,FAIL-0000000064,EQ-000000056,misalignment,corrosion,normal_wear,Reliability Review Board,0,0,0,redesign,0.7323
+RCA-0000000065,FAIL-0000000065,EQ-000000059,normal_wear,maintenance_error,misalignment,FMEA,0,0,0,training,0.738
+RCA-0000000066,FAIL-0000000066,EQ-000000059,operator_error,poor_lubrication,operator_error,RCFA,1,1,0,training,0.5545
+RCA-0000000067,FAIL-0000000067,EQ-000000059,H2S_exposure,normal_wear,foreign_object_damage,Pareto Review,0,0,0,replacement,0.7788
+RCA-0000000068,FAIL-0000000068,EQ-000000059,sensor_drift,H2S_exposure,maintenance_error,Reliability Review Board,0,0,0,replacement,0.9635
+RCA-0000000069,FAIL-0000000069,EQ-000000059,operator_error,process_upset,high_humidity,RCFA,1,1,0,replacement,0.832
+RCA-0000000070,FAIL-0000000070,EQ-000000060,corrosion,operator_error,operator_error,5-Why,0,0,0,procedure_update,0.7634
+RCA-0000000071,FAIL-0000000071,EQ-000000061,sensor_drift,H2S_exposure,sensor_drift,RCFA,0,0,0,training,0.6706
+RCA-0000000072,FAIL-0000000072,EQ-000000061,high_humidity,poor_lubrication,corrosion,5-Why,0,0,0,training,0.8496
+RCA-0000000073,FAIL-0000000073,EQ-000000062,H2S_exposure,misalignment,normal_wear,FMEA,0,0,0,replacement,0.4027
+RCA-0000000074,FAIL-0000000074,EQ-000000063,H2S_exposure,normal_wear,poor_lubrication,Fishbone,0,0,0,inspection_frequency_increase,0.7178
+RCA-0000000075,FAIL-0000000075,EQ-000000064,operator_error,misalignment,contamination,RCFA,1,0,0,procedure_update,0.7293
+RCA-0000000076,FAIL-0000000076,EQ-000000064,thermal_cycling,maintenance_error,operator_error,RCFA,0,0,1,inspection_frequency_increase,0.9358
+RCA-0000000077,FAIL-0000000077,EQ-000000065,misalignment,design_limit_exceeded,maintenance_error,5-Why,0,0,0,replacement,0.7447
+RCA-0000000078,FAIL-0000000078,EQ-000000068,poor_lubrication,corrosion,operator_error,RCFA,0,0,0,training,0.7796
+RCA-0000000079,FAIL-0000000079,EQ-000000068,foreign_object_damage,corrosion,corrosion,Pareto Review,0,0,1,redesign,0.8904
+RCA-0000000080,FAIL-0000000080,EQ-000000069,corrosion,process_upset,high_humidity,Fishbone,0,0,0,replacement,0.5886
+RCA-0000000081,FAIL-0000000081,EQ-000000071,H2S_exposure,misalignment,H2S_exposure,RCFA,0,0,0,replacement,0.919
+RCA-0000000082,FAIL-0000000082,EQ-000000071,misalignment,high_humidity,foreign_object_damage,Pareto Review,0,0,1,replacement,0.8719
+RCA-0000000083,FAIL-0000000083,EQ-000000071,sensor_drift,H2S_exposure,design_limit_exceeded,Fault Tree,1,0,1,training,0.5681
+RCA-0000000084,FAIL-0000000084,EQ-000000072,contamination,H2S_exposure,H2S_exposure,Fault Tree,1,0,0,condition_monitoring,0.7075
+RCA-0000000085,FAIL-0000000085,EQ-000000073,thermal_cycling,high_humidity,poor_lubrication,FMEA,0,0,0,procedure_update,0.8101
+RCA-0000000086,FAIL-0000000086,EQ-000000073,normal_wear,contamination,contamination,Fault Tree,0,0,1,replacement,0.5422
+RCA-0000000087,FAIL-0000000087,EQ-000000073,operator_error,process_upset,sensor_drift,RCFA,1,0,0,inspection_frequency_increase,0.7176
+RCA-0000000088,FAIL-0000000088,EQ-000000076,corrosion,thermal_cycling,H2S_exposure,RCFA,0,0,0,training,0.7009
+RCA-0000000089,FAIL-0000000089,EQ-000000076,normal_wear,H2S_exposure,misalignment,RCFA,0,0,0,condition_monitoring,0.7378
+RCA-0000000090,FAIL-0000000090,EQ-000000076,sensor_drift,poor_lubrication,thermal_cycling,FMEA,0,0,1,replacement,0.7519
+RCA-0000000091,FAIL-0000000091,EQ-000000076,corrosion,thermal_cycling,sensor_drift,Fishbone,1,0,0,inspection_frequency_increase,0.7125
+RCA-0000000092,FAIL-0000000092,EQ-000000076,H2S_exposure,foreign_object_damage,maintenance_error,5-Why,1,1,0,replacement,0.9028
+RCA-0000000093,FAIL-0000000093,EQ-000000076,maintenance_error,corrosion,foreign_object_damage,RCFA,1,0,0,replacement,0.7849
+RCA-0000000094,FAIL-0000000094,EQ-000000077,foreign_object_damage,maintenance_error,foreign_object_damage,RCFA,1,0,0,inspection_frequency_increase,0.4595
+RCA-0000000095,FAIL-0000000095,EQ-000000079,contamination,contamination,design_limit_exceeded,FMEA,0,0,0,inspection_frequency_increase,0.7533
+RCA-0000000096,FAIL-0000000096,EQ-000000081,operator_error,foreign_object_damage,foreign_object_damage,Fault Tree,1,0,0,replacement,0.6938
+RCA-0000000097,FAIL-0000000097,EQ-000000081,H2S_exposure,operator_error,corrosion,Fault Tree,0,0,0,inspection_frequency_increase,0.4316
+RCA-0000000098,FAIL-0000000098,EQ-000000081,foreign_object_damage,poor_lubrication,high_humidity,FMEA,0,0,1,inspection_frequency_increase,0.8117
+RCA-0000000099,FAIL-0000000099,EQ-000000085,high_humidity,poor_lubrication,contamination,FMEA,1,0,0,redesign,0.8732
+RCA-0000000100,FAIL-0000000100,EQ-000000087,misalignment,sensor_drift,normal_wear,5-Why,0,0,1,replacement,0.9293
+RCA-0000000101,FAIL-0000000101,EQ-000000090,process_upset,H2S_exposure,poor_lubrication,FMEA,0,0,1,replacement,0.7592
+RCA-0000000102,FAIL-0000000102,EQ-000000090,foreign_object_damage,foreign_object_damage,corrosion,Reliability Review Board,0,0,0,condition_monitoring,0.6145
+RCA-0000000103,FAIL-0000000103,EQ-000000091,contamination,H2S_exposure,foreign_object_damage,FMEA,0,0,0,replacement,0.8084
+RCA-0000000104,FAIL-0000000104,EQ-000000093,normal_wear,sensor_drift,contamination,5-Why,1,0,0,procedure_update,0.7497
+RCA-0000000105,FAIL-0000000105,EQ-000000094,H2S_exposure,foreign_object_damage,maintenance_error,FMEA,0,0,0,replacement,0.8889
+RCA-0000000106,FAIL-0000000106,EQ-000000094,H2S_exposure,design_limit_exceeded,foreign_object_damage,Fishbone,0,0,0,training,0.5765
+RCA-0000000107,FAIL-0000000107,EQ-000000100,foreign_object_damage,poor_lubrication,H2S_exposure,Reliability Review Board,0,0,1,none,0.9324
+RCA-0000000108,FAIL-0000000108,EQ-000000102,maintenance_error,normal_wear,poor_lubrication,Fishbone,1,0,1,replacement,0.886
+RCA-0000000109,FAIL-0000000109,EQ-000000104,process_upset,H2S_exposure,maintenance_error,Reliability Review Board,0,0,1,replacement,0.9626
+RCA-0000000110,FAIL-0000000110,EQ-000000104,poor_lubrication,H2S_exposure,misalignment,5-Why,0,0,0,redesign,0.7962
+RCA-0000000111,FAIL-0000000111,EQ-000000104,maintenance_error,foreign_object_damage,misalignment,Pareto Review,1,0,0,replacement,0.6978
+RCA-0000000112,FAIL-0000000112,EQ-000000105,process_upset,poor_lubrication,thermal_cycling,Reliability Review Board,1,0,1,replacement,0.9754
+RCA-0000000113,FAIL-0000000113,EQ-000000106,sensor_drift,operator_error,misalignment,Pareto Review,0,0,0,inspection_frequency_increase,0.7598
+RCA-0000000114,FAIL-0000000114,EQ-000000107,contamination,misalignment,process_upset,RCFA,0,0,0,replacement,0.567
+RCA-0000000115,FAIL-0000000115,EQ-000000108,maintenance_error,thermal_cycling,contamination,FMEA,1,0,0,inspection_frequency_increase,0.8095
+RCA-0000000116,FAIL-0000000116,EQ-000000109,thermal_cycling,process_upset,sensor_drift,5-Why,0,0,0,replacement,0.9296
+RCA-0000000117,FAIL-0000000117,EQ-000000110,sensor_drift,design_limit_exceeded,thermal_cycling,Pareto Review,0,0,0,redesign,0.746
+RCA-0000000118,FAIL-0000000118,EQ-000000110,poor_lubrication,poor_lubrication,poor_lubrication,Reliability Review Board,1,0,0,condition_monitoring,0.5172
+RCA-0000000119,FAIL-0000000119,EQ-000000113,corrosion,misalignment,misalignment,RCFA,0,0,0,inspection_frequency_increase,0.6478
+RCA-0000000120,FAIL-0000000120,EQ-000000115,design_limit_exceeded,high_humidity,misalignment,Pareto Review,0,1,1,inspection_frequency_increase,0.4386
+RCA-0000000121,FAIL-0000000121,EQ-000000117,high_humidity,H2S_exposure,maintenance_error,5-Why,0,1,0,redesign,0.881
+RCA-0000000122,FAIL-0000000122,EQ-000000118,process_upset,normal_wear,normal_wear,5-Why,0,0,1,procedure_update,0.7813
+RCA-0000000123,FAIL-0000000123,EQ-000000119,normal_wear,design_limit_exceeded,high_humidity,Fishbone,0,0,0,redesign,0.8104
+RCA-0000000124,FAIL-0000000124,EQ-000000120,high_humidity,corrosion,high_humidity,FMEA,0,0,0,inspection_frequency_increase,0.7954
+RCA-0000000125,FAIL-0000000125,EQ-000000121,high_humidity,poor_lubrication,H2S_exposure,Fault Tree,0,0,0,replacement,0.99
+RCA-0000000126,FAIL-0000000126,EQ-000000123,design_limit_exceeded,corrosion,design_limit_exceeded,Fishbone,0,1,0,replacement,0.8777
+RCA-0000000127,FAIL-0000000127,EQ-000000124,H2S_exposure,normal_wear,operator_error,5-Why,0,0,0,training,0.7126
+RCA-0000000128,FAIL-0000000128,EQ-000000125,thermal_cycling,high_humidity,misalignment,Fishbone,0,0,0,replacement,0.6932
+RCA-0000000129,FAIL-0000000129,EQ-000000127,poor_lubrication,corrosion,contamination,Pareto Review,0,0,0,procedure_update,0.8478
+RCA-0000000130,FAIL-0000000130,EQ-000000127,poor_lubrication,corrosion,process_upset,Reliability Review Board,0,0,0,replacement,0.7107
+RCA-0000000131,FAIL-0000000131,EQ-000000127,contamination,design_limit_exceeded,maintenance_error,Reliability Review Board,0,0,0,inspection_frequency_increase,0.4095
+RCA-0000000132,FAIL-0000000132,EQ-000000127,maintenance_error,sensor_drift,process_upset,5-Why,1,0,0,condition_monitoring,0.7477
+RCA-0000000133,FAIL-0000000133,EQ-000000127,contamination,design_limit_exceeded,operator_error,Fault Tree,0,0,0,inspection_frequency_increase,0.9861
+RCA-0000000134,FAIL-0000000134,EQ-000000128,high_humidity,foreign_object_damage,thermal_cycling,Fishbone,0,0,0,inspection_frequency_increase,0.7365
+RCA-0000000135,FAIL-0000000135,EQ-000000129,contamination,thermal_cycling,high_humidity,5-Why,0,0,0,redesign,0.6726
+RCA-0000000136,FAIL-0000000136,EQ-000000131,operator_error,thermal_cycling,foreign_object_damage,RCFA,1,0,0,inspection_frequency_increase,0.8385
+RCA-0000000137,FAIL-0000000137,EQ-000000132,corrosion,contamination,misalignment,Reliability Review Board,0,0,0,procedure_update,0.8913
+RCA-0000000138,FAIL-0000000138,EQ-000000134,H2S_exposure,operator_error,process_upset,RCFA,0,0,1,replacement,0.806
+RCA-0000000139,FAIL-0000000139,EQ-000000135,thermal_cycling,H2S_exposure,maintenance_error,Reliability Review Board,0,0,0,replacement,0.7692
+RCA-0000000140,FAIL-0000000140,EQ-000000138,contamination,high_humidity,thermal_cycling,Fishbone,0,0,0,inspection_frequency_increase,0.9502
+RCA-0000000141,FAIL-0000000141,EQ-000000138,thermal_cycling,sensor_drift,thermal_cycling,RCFA,0,0,0,inspection_frequency_increase,0.8473
+RCA-0000000142,FAIL-0000000142,EQ-000000141,misalignment,thermal_cycling,corrosion,RCFA,1,0,0,inspection_frequency_increase,0.4686
+RCA-0000000143,FAIL-0000000143,EQ-000000142,operator_error,misalignment,process_upset,RCFA,1,0,1,procedure_update,0.9287
+RCA-0000000144,FAIL-0000000144,EQ-000000143,H2S_exposure,maintenance_error,misalignment,Pareto Review,0,0,0,none,0.6345
+RCA-0000000145,FAIL-0000000145,EQ-000000145,corrosion,foreign_object_damage,poor_lubrication,Fault Tree,0,0,0,training,0.7122
+RCA-0000000146,FAIL-0000000146,EQ-000000146,sensor_drift,foreign_object_damage,misalignment,RCFA,0,0,1,replacement,0.6559
+RCA-0000000147,FAIL-0000000147,EQ-000000147,process_upset,normal_wear,maintenance_error,FMEA,0,1,1,condition_monitoring,0.5552
+RCA-0000000148,FAIL-0000000148,EQ-000000148,process_upset,thermal_cycling,H2S_exposure,Fishbone,0,0,1,training,0.7003
+RCA-0000000149,FAIL-0000000149,EQ-000000148,sensor_drift,operator_error,H2S_exposure,RCFA,0,0,0,replacement,0.8164
+RCA-0000000150,FAIL-0000000150,EQ-000000148,sensor_drift,maintenance_error,thermal_cycling,RCFA,0,0,0,replacement,0.8177
+RCA-0000000151,FAIL-0000000151,EQ-000000148,design_limit_exceeded,operator_error,normal_wear,5-Why,0,1,0,inspection_frequency_increase,0.6106
+RCA-0000000152,FAIL-0000000152,EQ-000000149,thermal_cycling,contamination,sensor_drift,Reliability Review Board,0,0,0,inspection_frequency_increase,0.8544
+RCA-0000000153,FAIL-0000000153,EQ-000000149,maintenance_error,H2S_exposure,high_humidity,5-Why,1,0,0,condition_monitoring,0.658
+RCA-0000000154,FAIL-0000000154,EQ-000000150,operator_error,maintenance_error,corrosion,Reliability Review Board,1,0,0,condition_monitoring,0.5886
+RCA-0000000155,FAIL-0000000155,EQ-000000150,process_upset,H2S_exposure,sensor_drift,Fishbone,1,0,1,replacement,0.5529
+RCA-0000000156,FAIL-0000000156,EQ-000000150,sensor_drift,process_upset,operator_error,Reliability Review Board,0,0,0,replacement,0.9149
+RCA-0000000157,FAIL-0000000157,EQ-000000153,poor_lubrication,contamination,process_upset,Pareto Review,0,0,0,replacement,0.7385
+RCA-0000000158,FAIL-0000000158,EQ-000000154,thermal_cycling,high_humidity,H2S_exposure,FMEA,0,0,0,inspection_frequency_increase,0.71
+RCA-0000000159,FAIL-0000000159,EQ-000000154,operator_error,foreign_object_damage,operator_error,Fault Tree,1,0,0,replacement,0.7996
+RCA-0000000160,FAIL-0000000160,EQ-000000154,H2S_exposure,foreign_object_damage,operator_error,5-Why,0,0,0,replacement,0.3008
+RCA-0000000161,FAIL-0000000161,EQ-000000154,sensor_drift,process_upset,foreign_object_damage,5-Why,0,0,0,redesign,0.8477
+RCA-0000000162,FAIL-0000000162,EQ-000000155,design_limit_exceeded,contamination,maintenance_error,Fishbone,0,1,0,inspection_frequency_increase,0.8203
+RCA-0000000163,FAIL-0000000163,EQ-000000156,foreign_object_damage,high_humidity,process_upset,Reliability Review Board,0,0,0,condition_monitoring,0.8997
+RCA-0000000164,FAIL-0000000164,EQ-000000156,corrosion,thermal_cycling,operator_error,Reliability Review Board,0,0,0,replacement,0.9482
+RCA-0000000165,FAIL-0000000165,EQ-000000156,sensor_drift,corrosion,poor_lubrication,Reliability Review Board,0,0,0,redesign,0.4197
+RCA-0000000166,FAIL-0000000166,EQ-000000156,maintenance_error,design_limit_exceeded,corrosion,RCFA,1,0,0,redesign,0.7396
+RCA-0000000167,FAIL-0000000167,EQ-000000156,thermal_cycling,normal_wear,process_upset,Reliability Review Board,0,0,0,redesign,0.6456
+RCA-0000000168,FAIL-0000000168,EQ-000000156,operator_error,operator_error,contamination,Pareto Review,1,0,1,redesign,0.9004
+RCA-0000000169,FAIL-0000000169,EQ-000000157,contamination,high_humidity,foreign_object_damage,Fishbone,0,0,0,training,0.6514
+RCA-0000000170,FAIL-0000000170,EQ-000000157,misalignment,process_upset,contamination,Fault Tree,0,0,0,inspection_frequency_increase,0.741
+RCA-0000000171,FAIL-0000000171,EQ-000000158,contamination,maintenance_error,thermal_cycling,FMEA,0,0,0,replacement,0.3566
+RCA-0000000172,FAIL-0000000172,EQ-000000158,thermal_cycling,contamination,H2S_exposure,5-Why,0,0,1,condition_monitoring,0.8748
+RCA-0000000173,FAIL-0000000173,EQ-000000158,operator_error,foreign_object_damage,process_upset,FMEA,1,0,0,condition_monitoring,0.873
+RCA-0000000174,FAIL-0000000174,EQ-000000158,contamination,high_humidity,operator_error,Reliability Review Board,0,0,1,procedure_update,0.3825
+RCA-0000000175,FAIL-0000000175,EQ-000000159,misalignment,process_upset,sensor_drift,Fault Tree,0,0,1,replacement,0.6571
+RCA-0000000176,FAIL-0000000176,EQ-000000160,H2S_exposure,thermal_cycling,H2S_exposure,Fault Tree,0,0,0,procedure_update,0.871
+RCA-0000000177,FAIL-0000000177,EQ-000000160,maintenance_error,corrosion,process_upset,5-Why,1,0,0,redesign,0.8977
+RCA-0000000178,FAIL-0000000178,EQ-000000161,misalignment,H2S_exposure,maintenance_error,RCFA,1,0,0,inspection_frequency_increase,0.8324
+RCA-0000000179,FAIL-0000000179,EQ-000000161,contamination,normal_wear,poor_lubrication,Reliability Review Board,0,0,0,replacement,0.6908
+RCA-0000000180,FAIL-0000000180,EQ-000000161,thermal_cycling,process_upset,contamination,Fault Tree,0,0,1,training,0.5562
+RCA-0000000181,FAIL-0000000181,EQ-000000162,poor_lubrication,sensor_drift,sensor_drift,Pareto Review,0,0,0,training,0.7932
+RCA-0000000182,FAIL-0000000182,EQ-000000162,corrosion,normal_wear,foreign_object_damage,5-Why,0,0,0,replacement,0.422
+RCA-0000000183,FAIL-0000000183,EQ-000000163,foreign_object_damage,poor_lubrication,corrosion,FMEA,0,0,0,inspection_frequency_increase,0.5773
+RCA-0000000184,FAIL-0000000184,EQ-000000164,corrosion,misalignment,design_limit_exceeded,Fishbone,0,1,0,procedure_update,0.7467
+RCA-0000000185,FAIL-0000000185,EQ-000000165,maintenance_error,high_humidity,foreign_object_damage,Fishbone,1,0,1,replacement,0.4756
+RCA-0000000186,FAIL-0000000186,EQ-000000167,design_limit_exceeded,process_upset,maintenance_error,Pareto Review,0,1,0,replacement,0.9467
+RCA-0000000187,FAIL-0000000187,EQ-000000168,foreign_object_damage,process_upset,sensor_drift,Reliability Review Board,0,0,0,procedure_update,0.4587
+RCA-0000000188,FAIL-0000000188,EQ-000000168,normal_wear,poor_lubrication,high_humidity,Pareto Review,0,0,0,procedure_update,0.7576
+RCA-0000000189,FAIL-0000000189,EQ-000000170,sensor_drift,design_limit_exceeded,foreign_object_damage,RCFA,0,0,0,training,0.9143
+RCA-0000000190,FAIL-0000000190,EQ-000000172,sensor_drift,design_limit_exceeded,H2S_exposure,RCFA,0,0,0,inspection_frequency_increase,0.5722
+RCA-0000000191,FAIL-0000000191,EQ-000000175,corrosion,poor_lubrication,poor_lubrication,RCFA,0,0,0,replacement,0.7863
+RCA-0000000192,FAIL-0000000192,EQ-000000176,contamination,misalignment,thermal_cycling,Pareto Review,1,0,0,condition_monitoring,0.5913
+RCA-0000000193,FAIL-0000000193,EQ-000000177,operator_error,maintenance_error,process_upset,Pareto Review,1,0,1,replacement,0.6122
+RCA-0000000194,FAIL-0000000194,EQ-000000179,operator_error,design_limit_exceeded,sensor_drift,RCFA,1,1,0,training,0.8745
+RCA-0000000195,FAIL-0000000195,EQ-000000180,maintenance_error,high_humidity,foreign_object_damage,Fishbone,1,0,1,redesign,0.8466
+RCA-0000000196,FAIL-0000000196,EQ-000000180,corrosion,design_limit_exceeded,corrosion,Fishbone,0,0,0,none,0.8657
+RCA-0000000197,FAIL-0000000197,EQ-000000181,corrosion,design_limit_exceeded,misalignment,Fishbone,0,1,0,procedure_update,0.7859
+RCA-0000000198,FAIL-0000000198,EQ-000000181,poor_lubrication,maintenance_error,H2S_exposure,RCFA,0,0,0,condition_monitoring,0.6759
+RCA-0000000199,FAIL-0000000199,EQ-000000181,thermal_cycling,design_limit_exceeded,contamination,Fault Tree,0,0,0,inspection_frequency_increase,0.9428
+RCA-0000000200,FAIL-0000000200,EQ-000000182,corrosion,contamination,maintenance_error,RCFA,0,0,1,inspection_frequency_increase,0.9175
+RCA-0000000201,FAIL-0000000201,EQ-000000183,normal_wear,maintenance_error,poor_lubrication,FMEA,0,0,0,training,0.7746
+RCA-0000000202,FAIL-0000000202,EQ-000000184,foreign_object_damage,design_limit_exceeded,normal_wear,RCFA,0,0,0,none,0.7613
+RCA-0000000203,FAIL-0000000203,EQ-000000185,H2S_exposure,corrosion,corrosion,Pareto Review,0,0,0,inspection_frequency_increase,0.8355
+RCA-0000000204,FAIL-0000000204,EQ-000000185,maintenance_error,poor_lubrication,foreign_object_damage,Fault Tree,1,1,0,procedure_update,0.7633
+RCA-0000000205,FAIL-0000000205,EQ-000000185,process_upset,normal_wear,thermal_cycling,Pareto Review,0,0,1,replacement,0.8876
+RCA-0000000206,FAIL-0000000206,EQ-000000185,normal_wear,process_upset,sensor_drift,RCFA,0,0,0,procedure_update,0.5339
+RCA-0000000207,FAIL-0000000207,EQ-000000186,sensor_drift,normal_wear,poor_lubrication,Fault Tree,0,0,0,none,0.7221
+RCA-0000000208,FAIL-0000000208,EQ-000000186,thermal_cycling,H2S_exposure,misalignment,5-Why,0,0,0,none,0.7797
+RCA-0000000209,FAIL-0000000209,EQ-000000186,corrosion,misalignment,corrosion,Reliability Review Board,0,0,1,inspection_frequency_increase,0.7864
+RCA-0000000210,FAIL-0000000210,EQ-000000187,foreign_object_damage,operator_error,sensor_drift,Reliability Review Board,0,0,0,training,0.9273
+RCA-0000000211,FAIL-0000000211,EQ-000000188,contamination,sensor_drift,maintenance_error,FMEA,1,0,0,replacement,0.9287
+RCA-0000000212,FAIL-0000000212,EQ-000000188,maintenance_error,process_upset,sensor_drift,RCFA,1,0,1,training,0.7094
+RCA-0000000213,FAIL-0000000213,EQ-000000188,process_upset,foreign_object_damage,H2S_exposure,Fault Tree,0,0,1,procedure_update,0.7361
+RCA-0000000214,FAIL-0000000214,EQ-000000189,thermal_cycling,thermal_cycling,foreign_object_damage,Pareto Review,0,0,0,replacement,0.7704
+RCA-0000000215,FAIL-0000000215,EQ-000000190,operator_error,foreign_object_damage,misalignment,Fault Tree,1,1,1,procedure_update,0.7343
+RCA-0000000216,FAIL-0000000216,EQ-000000190,poor_lubrication,contamination,design_limit_exceeded,Pareto Review,0,0,0,inspection_frequency_increase,0.6877
+RCA-0000000217,FAIL-0000000217,EQ-000000190,sensor_drift,poor_lubrication,contamination,FMEA,0,0,0,none,0.9225
+RCA-0000000218,FAIL-0000000218,EQ-000000190,high_humidity,maintenance_error,H2S_exposure,Fishbone,0,0,0,redesign,0.8668
+RCA-0000000219,FAIL-0000000219,EQ-000000191,foreign_object_damage,contamination,poor_lubrication,Pareto Review,0,0,1,replacement,0.7837
+RCA-0000000220,FAIL-0000000220,EQ-000000193,foreign_object_damage,H2S_exposure,foreign_object_damage,Fault Tree,0,0,0,replacement,0.7605
+RCA-0000000221,FAIL-0000000221,EQ-000000193,corrosion,high_humidity,maintenance_error,Pareto Review,0,0,0,inspection_frequency_increase,0.348
+RCA-0000000222,FAIL-0000000222,EQ-000000194,high_humidity,poor_lubrication,contamination,Pareto Review,1,0,0,procedure_update,0.6748
+RCA-0000000223,FAIL-0000000223,EQ-000000195,normal_wear,high_humidity,thermal_cycling,5-Why,0,0,1,replacement,0.693
+RCA-0000000224,FAIL-0000000224,EQ-000000195,poor_lubrication,operator_error,maintenance_error,Fault Tree,0,0,0,training,0.489
+RCA-0000000225,FAIL-0000000225,EQ-000000196,high_humidity,foreign_object_damage,high_humidity,Pareto Review,0,0,0,condition_monitoring,0.9363
+RCA-0000000226,FAIL-0000000226,EQ-000000196,thermal_cycling,thermal_cycling,H2S_exposure,Reliability Review Board,0,0,0,replacement,0.5923
+RCA-0000000227,FAIL-0000000227,EQ-000000196,sensor_drift,normal_wear,high_humidity,Fishbone,0,0,1,inspection_frequency_increase,0.8703
+RCA-0000000228,FAIL-0000000228,EQ-000000196,design_limit_exceeded,design_limit_exceeded,process_upset,Reliability Review Board,0,1,0,condition_monitoring,0.6941
+RCA-0000000229,FAIL-0000000229,EQ-000000197,sensor_drift,corrosion,sensor_drift,Fault Tree,1,0,0,inspection_frequency_increase,0.8573
+RCA-0000000230,FAIL-0000000230,EQ-000000197,contamination,contamination,normal_wear,5-Why,0,0,0,inspection_frequency_increase,0.913
+RCA-0000000231,FAIL-0000000231,EQ-000000198,high_humidity,normal_wear,corrosion,5-Why,0,0,0,replacement,0.7196
+RCA-0000000232,FAIL-0000000232,EQ-000000198,high_humidity,misalignment,misalignment,5-Why,0,1,0,replacement,0.5299
+RCA-0000000233,FAIL-0000000233,EQ-000000198,foreign_object_damage,process_upset,H2S_exposure,5-Why,0,0,0,replacement,0.8052
+RCA-0000000234,FAIL-0000000234,EQ-000000199,high_humidity,maintenance_error,operator_error,Fault Tree,0,0,0,inspection_frequency_increase,0.7287
+RCA-0000000235,FAIL-0000000235,EQ-000000199,normal_wear,corrosion,maintenance_error,Fishbone,0,0,0,procedure_update,0.8972
+RCA-0000000236,FAIL-0000000236,EQ-000000200,thermal_cycling,design_limit_exceeded,foreign_object_damage,RCFA,0,0,0,inspection_frequency_increase,0.714
+RCA-0000000237,FAIL-0000000237,EQ-000000202,process_upset,maintenance_error,maintenance_error,FMEA,0,0,1,training,0.8993
+RCA-0000000238,FAIL-0000000238,EQ-000000202,sensor_drift,contamination,maintenance_error,Fishbone,0,0,0,none,0.8271
+RCA-0000000239,FAIL-0000000239,EQ-000000202,contamination,thermal_cycling,design_limit_exceeded,5-Why,0,0,0,condition_monitoring,0.563
+RCA-0000000240,FAIL-0000000240,EQ-000000203,operator_error,design_limit_exceeded,design_limit_exceeded,RCFA,1,1,0,inspection_frequency_increase,0.5909
+RCA-0000000241,FAIL-0000000241,EQ-000000204,high_humidity,sensor_drift,normal_wear,Fishbone,0,1,0,replacement,0.8941
+RCA-0000000242,FAIL-0000000242,EQ-000000204,foreign_object_damage,H2S_exposure,corrosion,Reliability Review Board,0,0,1,condition_monitoring,0.6385
+RCA-0000000243,FAIL-0000000243,EQ-000000205,corrosion,contamination,thermal_cycling,RCFA,1,0,0,condition_monitoring,0.8013
+RCA-0000000244,FAIL-0000000244,EQ-000000207,sensor_drift,sensor_drift,high_humidity,Fishbone,0,0,0,training,0.8713
+RCA-0000000245,FAIL-0000000245,EQ-000000209,high_humidity,foreign_object_damage,thermal_cycling,5-Why,0,1,0,inspection_frequency_increase,0.7989
+RCA-0000000246,FAIL-0000000246,EQ-000000210,corrosion,foreign_object_damage,H2S_exposure,5-Why,1,0,0,replacement,0.8443
+RCA-0000000247,FAIL-0000000247,EQ-000000211,maintenance_error,foreign_object_damage,corrosion,Fishbone,1,0,0,replacement,0.6907
+RCA-0000000248,FAIL-0000000248,EQ-000000213,H2S_exposure,design_limit_exceeded,foreign_object_damage,Fishbone,0,0,0,replacement,0.8355
+RCA-0000000249,FAIL-0000000249,EQ-000000214,poor_lubrication,design_limit_exceeded,operator_error,FMEA,0,0,0,procedure_update,0.6996
+RCA-0000000250,FAIL-0000000250,EQ-000000215,process_upset,high_humidity,normal_wear,5-Why,0,0,1,inspection_frequency_increase,0.4501
+RCA-0000000251,FAIL-0000000251,EQ-000000216,design_limit_exceeded,contamination,poor_lubrication,RCFA,0,1,0,replacement,0.967
+RCA-0000000252,FAIL-0000000252,EQ-000000216,high_humidity,misalignment,sensor_drift,5-Why,0,0,0,training,0.4643
+RCA-0000000253,FAIL-0000000253,EQ-000000217,operator_error,normal_wear,H2S_exposure,FMEA,1,0,1,replacement,0.731
+RCA-0000000254,FAIL-0000000254,EQ-000000219,high_humidity,design_limit_exceeded,contamination,Reliability Review Board,0,0,0,none,0.5002
+RCA-0000000255,FAIL-0000000255,EQ-000000219,foreign_object_damage,design_limit_exceeded,process_upset,Reliability Review Board,0,0,0,procedure_update,0.8255
+RCA-0000000256,FAIL-0000000256,EQ-000000219,poor_lubrication,sensor_drift,operator_error,Fishbone,0,0,0,condition_monitoring,0.731
+RCA-0000000257,FAIL-0000000257,EQ-000000220,thermal_cycling,misalignment,thermal_cycling,Fault Tree,0,0,0,redesign,0.7842
+RCA-0000000258,FAIL-0000000258,EQ-000000220,process_upset,maintenance_error,high_humidity,Reliability Review Board,0,1,1,redesign,0.9206
+RCA-0000000259,FAIL-0000000259,EQ-000000221,design_limit_exceeded,poor_lubrication,operator_error,Fishbone,1,1,0,procedure_update,0.8723
+RCA-0000000260,FAIL-0000000260,EQ-000000221,misalignment,high_humidity,maintenance_error,Reliability Review Board,0,1,0,inspection_frequency_increase,0.7956
+RCA-0000000261,FAIL-0000000261,EQ-000000221,thermal_cycling,high_humidity,poor_lubrication,FMEA,0,0,0,inspection_frequency_increase,0.5731
+RCA-0000000262,FAIL-0000000262,EQ-000000222,corrosion,corrosion,contamination,Fault Tree,0,0,0,redesign,0.3613
+RCA-0000000263,FAIL-0000000263,EQ-000000222,design_limit_exceeded,corrosion,corrosion,FMEA,0,1,1,inspection_frequency_increase,0.8382
+RCA-0000000264,FAIL-0000000264,EQ-000000222,sensor_drift,process_upset,contamination,Fishbone,0,0,1,condition_monitoring,0.737
+RCA-0000000265,FAIL-0000000265,EQ-000000223,process_upset,foreign_object_damage,contamination,5-Why,0,0,1,inspection_frequency_increase,0.8174
+RCA-0000000266,FAIL-0000000266,EQ-000000224,contamination,normal_wear,misalignment,Reliability Review Board,0,0,0,inspection_frequency_increase,0.9488
+RCA-0000000267,FAIL-0000000267,EQ-000000224,normal_wear,sensor_drift,poor_lubrication,Pareto Review,0,0,0,redesign,0.7218
+RCA-0000000268,FAIL-0000000268,EQ-000000225,misalignment,operator_error,maintenance_error,FMEA,0,0,1,procedure_update,0.725
+RCA-0000000269,FAIL-0000000269,EQ-000000226,thermal_cycling,poor_lubrication,high_humidity,Fault Tree,0,0,0,condition_monitoring,0.6377
+RCA-0000000270,FAIL-0000000270,EQ-000000228,misalignment,H2S_exposure,H2S_exposure,Pareto Review,1,0,0,training,0.6862
+RCA-0000000271,FAIL-0000000271,EQ-000000229,corrosion,maintenance_error,poor_lubrication,FMEA,0,0,0,replacement,0.7463
+RCA-0000000272,FAIL-0000000272,EQ-000000230,maintenance_error,sensor_drift,misalignment,5-Why,1,0,0,training,0.7821
+RCA-0000000273,FAIL-0000000273,EQ-000000231,H2S_exposure,corrosion,high_humidity,5-Why,0,0,0,procedure_update,0.6025
+RCA-0000000274,FAIL-0000000274,EQ-000000231,normal_wear,contamination,misalignment,Pareto Review,0,0,0,training,0.8555
+RCA-0000000275,FAIL-0000000275,EQ-000000231,normal_wear,poor_lubrication,high_humidity,FMEA,0,0,0,inspection_frequency_increase,0.7623
+RCA-0000000276,FAIL-0000000276,EQ-000000232,poor_lubrication,contamination,H2S_exposure,FMEA,1,0,0,redesign,0.7004
+RCA-0000000277,FAIL-0000000277,EQ-000000233,foreign_object_damage,H2S_exposure,design_limit_exceeded,5-Why,0,0,1,inspection_frequency_increase,0.7339
+RCA-0000000278,FAIL-0000000278,EQ-000000236,maintenance_error,sensor_drift,misalignment,Fault Tree,1,0,0,replacement,0.8936
+RCA-0000000279,FAIL-0000000279,EQ-000000236,maintenance_error,thermal_cycling,design_limit_exceeded,RCFA,1,1,0,inspection_frequency_increase,0.4102
+RCA-0000000280,FAIL-0000000280,EQ-000000239,misalignment,operator_error,normal_wear,Pareto Review,0,0,0,training,0.912
+RCA-0000000281,FAIL-0000000281,EQ-000000240,sensor_drift,maintenance_error,foreign_object_damage,Fishbone,0,0,0,training,0.8468
+RCA-0000000282,FAIL-0000000282,EQ-000000240,H2S_exposure,poor_lubrication,corrosion,5-Why,0,0,0,condition_monitoring,0.8846
+RCA-0000000283,FAIL-0000000283,EQ-000000241,operator_error,sensor_drift,normal_wear,RCFA,1,0,0,training,0.7133
+RCA-0000000284,FAIL-0000000284,EQ-000000243,maintenance_error,contamination,foreign_object_damage,Fault Tree,1,0,0,condition_monitoring,0.7603
+RCA-0000000285,FAIL-0000000285,EQ-000000244,high_humidity,operator_error,high_humidity,Fault Tree,0,0,1,replacement,0.79
+RCA-0000000286,FAIL-0000000286,EQ-000000246,design_limit_exceeded,operator_error,design_limit_exceeded,Fishbone,0,1,0,inspection_frequency_increase,0.7527
+RCA-0000000287,FAIL-0000000287,EQ-000000246,misalignment,contamination,thermal_cycling,Fishbone,0,0,0,inspection_frequency_increase,0.8809
+RCA-0000000288,FAIL-0000000288,EQ-000000246,operator_error,operator_error,poor_lubrication,Fault Tree,1,0,0,inspection_frequency_increase,0.8717
+RCA-0000000289,FAIL-0000000289,EQ-000000246,normal_wear,maintenance_error,sensor_drift,Pareto Review,0,1,1,condition_monitoring,0.7572
+RCA-0000000290,FAIL-0000000290,EQ-000000247,normal_wear,maintenance_error,sensor_drift,RCFA,1,0,1,inspection_frequency_increase,0.6987
+RCA-0000000291,FAIL-0000000291,EQ-000000249,design_limit_exceeded,misalignment,H2S_exposure,RCFA,0,1,0,procedure_update,0.6425
+RCA-0000000292,FAIL-0000000292,EQ-000000251,sensor_drift,process_upset,contamination,Fault Tree,0,0,0,procedure_update,0.5544
+RCA-0000000293,FAIL-0000000293,EQ-000000251,thermal_cycling,design_limit_exceeded,foreign_object_damage,FMEA,0,1,1,replacement,0.6571
+RCA-0000000294,FAIL-0000000294,EQ-000000252,maintenance_error,foreign_object_damage,operator_error,Pareto Review,1,0,0,training,0.6084
+RCA-0000000295,FAIL-0000000295,EQ-000000252,high_humidity,operator_error,misalignment,5-Why,0,0,0,redesign,0.5995
+RCA-0000000296,FAIL-0000000296,EQ-000000253,misalignment,H2S_exposure,maintenance_error,Fishbone,0,0,0,condition_monitoring,0.7726
+RCA-0000000297,FAIL-0000000297,EQ-000000254,operator_error,design_limit_exceeded,contamination,Fishbone,1,0,0,training,0.7022
+RCA-0000000298,FAIL-0000000298,EQ-000000254,sensor_drift,design_limit_exceeded,maintenance_error,Fishbone,0,0,0,training,0.7888
+RCA-0000000299,FAIL-0000000299,EQ-000000254,poor_lubrication,H2S_exposure,sensor_drift,FMEA,0,0,0,condition_monitoring,0.594
+RCA-0000000300,FAIL-0000000300,EQ-000000255,maintenance_error,contamination,high_humidity,RCFA,1,0,0,replacement,0.8372
+RCA-0000000301,FAIL-0000000301,EQ-000000255,high_humidity,high_humidity,operator_error,Reliability Review Board,0,0,1,condition_monitoring,0.8082
+RCA-0000000302,FAIL-0000000302,EQ-000000256,design_limit_exceeded,normal_wear,corrosion,5-Why,0,1,0,procedure_update,0.8002
+RCA-0000000303,FAIL-0000000303,EQ-000000256,design_limit_exceeded,high_humidity,foreign_object_damage,Reliability Review Board,0,1,0,procedure_update,0.5799
+RCA-0000000304,FAIL-0000000304,EQ-000000257,operator_error,design_limit_exceeded,operator_error,Fault Tree,1,0,0,inspection_frequency_increase,0.6944
+RCA-0000000305,FAIL-0000000305,EQ-000000257,misalignment,H2S_exposure,high_humidity,FMEA,1,0,0,inspection_frequency_increase,0.4513
+RCA-0000000306,FAIL-0000000306,EQ-000000258,H2S_exposure,operator_error,poor_lubrication,Fault Tree,0,0,0,replacement,0.5368
+RCA-0000000307,FAIL-0000000307,EQ-000000261,sensor_drift,thermal_cycling,thermal_cycling,5-Why,0,0,0,procedure_update,0.7494
+RCA-0000000308,FAIL-0000000308,EQ-000000262,corrosion,operator_error,sensor_drift,Reliability Review Board,0,1,1,procedure_update,0.7448
+RCA-0000000309,FAIL-0000000309,EQ-000000262,design_limit_exceeded,thermal_cycling,contamination,5-Why,0,1,0,condition_monitoring,0.5664
+RCA-0000000310,FAIL-0000000310,EQ-000000263,contamination,poor_lubrication,foreign_object_damage,5-Why,1,0,0,inspection_frequency_increase,0.7463
+RCA-0000000311,FAIL-0000000311,EQ-000000263,contamination,maintenance_error,design_limit_exceeded,Fishbone,0,0,1,redesign,0.9087
+RCA-0000000312,FAIL-0000000312,EQ-000000263,poor_lubrication,foreign_object_damage,misalignment,Pareto Review,0,0,0,inspection_frequency_increase,0.7537
+RCA-0000000313,FAIL-0000000313,EQ-000000264,design_limit_exceeded,H2S_exposure,thermal_cycling,Fishbone,0,1,0,inspection_frequency_increase,0.5643
+RCA-0000000314,FAIL-0000000314,EQ-000000264,normal_wear,high_humidity,design_limit_exceeded,Reliability Review Board,1,0,0,condition_monitoring,0.9312
+RCA-0000000315,FAIL-0000000315,EQ-000000265,high_humidity,misalignment,process_upset,FMEA,0,0,0,inspection_frequency_increase,0.4818
+RCA-0000000316,FAIL-0000000316,EQ-000000267,contamination,thermal_cycling,misalignment,FMEA,0,0,0,replacement,0.8946
+RCA-0000000317,FAIL-0000000317,EQ-000000267,normal_wear,operator_error,design_limit_exceeded,Fault Tree,0,0,1,condition_monitoring,0.5939
+RCA-0000000318,FAIL-0000000318,EQ-000000267,poor_lubrication,process_upset,thermal_cycling,5-Why,0,0,0,training,0.8186
+RCA-0000000319,FAIL-0000000319,EQ-000000267,thermal_cycling,poor_lubrication,thermal_cycling,RCFA,0,0,0,redesign,0.5959
+RCA-0000000320,FAIL-0000000320,EQ-000000268,sensor_drift,thermal_cycling,maintenance_error,FMEA,0,0,0,inspection_frequency_increase,0.7455
+RCA-0000000321,FAIL-0000000321,EQ-000000268,design_limit_exceeded,poor_lubrication,design_limit_exceeded,Reliability Review Board,0,1,0,replacement,0.8004
+RCA-0000000322,FAIL-0000000322,EQ-000000269,H2S_exposure,thermal_cycling,high_humidity,FMEA,0,0,0,inspection_frequency_increase,0.8941
+RCA-0000000323,FAIL-0000000323,EQ-000000270,high_humidity,design_limit_exceeded,corrosion,FMEA,0,0,0,replacement,0.7437
+RCA-0000000324,FAIL-0000000324,EQ-000000272,H2S_exposure,poor_lubrication,contamination,Fault Tree,0,0,0,replacement,0.9312
+RCA-0000000325,FAIL-0000000325,EQ-000000273,poor_lubrication,normal_wear,contamination,Pareto Review,0,0,0,inspection_frequency_increase,0.8514
+RCA-0000000326,FAIL-0000000326,EQ-000000274,normal_wear,thermal_cycling,poor_lubrication,FMEA,0,0,0,inspection_frequency_increase,0.9552
+RCA-0000000327,FAIL-0000000327,EQ-000000275,operator_error,operator_error,foreign_object_damage,Fault Tree,1,0,0,replacement,0.6592
+RCA-0000000328,FAIL-0000000328,EQ-000000276,misalignment,contamination,poor_lubrication,FMEA,0,1,0,procedure_update,0.9019
+RCA-0000000329,FAIL-0000000329,EQ-000000279,normal_wear,high_humidity,operator_error,Fishbone,1,0,0,replacement,0.7017
+RCA-0000000330,FAIL-0000000330,EQ-000000281,contamination,process_upset,H2S_exposure,Reliability Review Board,0,0,0,inspection_frequency_increase,0.7968
+RCA-0000000331,FAIL-0000000331,EQ-000000282,thermal_cycling,process_upset,thermal_cycling,FMEA,0,0,0,condition_monitoring,0.8759
+RCA-0000000332,FAIL-0000000332,EQ-000000283,process_upset,H2S_exposure,design_limit_exceeded,Reliability Review Board,0,0,1,inspection_frequency_increase,0.8164
+RCA-0000000333,FAIL-0000000333,EQ-000000283,poor_lubrication,thermal_cycling,contamination,Fault Tree,1,0,0,condition_monitoring,0.7779
+RCA-0000000334,FAIL-0000000334,EQ-000000284,foreign_object_damage,poor_lubrication,process_upset,Reliability Review Board,0,0,0,inspection_frequency_increase,0.8407
+RCA-0000000335,FAIL-0000000335,EQ-000000285,H2S_exposure,operator_error,normal_wear,Fishbone,0,1,1,training,0.5972
+RCA-0000000336,FAIL-0000000336,EQ-000000287,high_humidity,design_limit_exceeded,design_limit_exceeded,Fault Tree,0,0,0,redesign,0.9312
+RCA-0000000337,FAIL-0000000337,EQ-000000287,normal_wear,H2S_exposure,sensor_drift,Pareto Review,1,0,1,replacement,0.678
+RCA-0000000338,FAIL-0000000338,EQ-000000288,corrosion,H2S_exposure,sensor_drift,Pareto Review,1,0,0,replacement,0.7182
+RCA-0000000339,FAIL-0000000339,EQ-000000288,contamination,design_limit_exceeded,contamination,RCFA,0,0,0,training,0.677
+RCA-0000000340,FAIL-0000000340,EQ-000000291,design_limit_exceeded,design_limit_exceeded,H2S_exposure,Pareto Review,0,1,0,inspection_frequency_increase,0.6514
+RCA-0000000341,FAIL-0000000341,EQ-000000291,design_limit_exceeded,maintenance_error,design_limit_exceeded,Reliability Review Board,0,1,0,procedure_update,0.7936
+RCA-0000000342,FAIL-0000000342,EQ-000000292,corrosion,operator_error,process_upset,RCFA,0,0,0,procedure_update,0.7156
+RCA-0000000343,FAIL-0000000343,EQ-000000293,foreign_object_damage,contamination,high_humidity,Reliability Review Board,0,0,0,replacement,0.5102
+RCA-0000000344,FAIL-0000000344,EQ-000000295,corrosion,foreign_object_damage,sensor_drift,Pareto Review,0,0,0,training,0.9191
+RCA-0000000345,FAIL-0000000345,EQ-000000295,process_upset,sensor_drift,poor_lubrication,Fishbone,1,1,1,procedure_update,0.5545
+RCA-0000000346,FAIL-0000000346,EQ-000000296,corrosion,foreign_object_damage,operator_error,5-Why,0,0,0,inspection_frequency_increase,0.8557
+RCA-0000000347,FAIL-0000000347,EQ-000000296,poor_lubrication,sensor_drift,misalignment,FMEA,0,0,0,inspection_frequency_increase,0.8597
+RCA-0000000348,FAIL-0000000348,EQ-000000297,poor_lubrication,design_limit_exceeded,design_limit_exceeded,Fault Tree,0,0,0,condition_monitoring,0.813
+RCA-0000000349,FAIL-0000000349,EQ-000000299,sensor_drift,poor_lubrication,corrosion,Fishbone,0,0,0,redesign,0.6872
+RCA-0000000350,FAIL-0000000350,EQ-000000299,corrosion,contamination,operator_error,Fishbone,1,0,0,replacement,0.8131
+RCA-0000000351,FAIL-0000000351,EQ-000000300,contamination,corrosion,sensor_drift,5-Why,0,0,0,replacement,0.5253
+RCA-0000000352,FAIL-0000000352,EQ-000000300,sensor_drift,foreign_object_damage,sensor_drift,Pareto Review,0,0,0,procedure_update,0.7697
+RCA-0000000353,FAIL-0000000353,EQ-000000301,thermal_cycling,process_upset,high_humidity,Pareto Review,0,0,0,replacement,0.9204
+RCA-0000000354,FAIL-0000000354,EQ-000000301,corrosion,sensor_drift,design_limit_exceeded,RCFA,0,1,0,replacement,0.6703
+RCA-0000000355,FAIL-0000000355,EQ-000000302,design_limit_exceeded,high_humidity,high_humidity,Fishbone,0,1,0,replacement,0.7335
+RCA-0000000356,FAIL-0000000356,EQ-000000302,corrosion,normal_wear,sensor_drift,Reliability Review Board,0,0,1,training,0.7223
+RCA-0000000357,FAIL-0000000357,EQ-000000303,thermal_cycling,process_upset,H2S_exposure,5-Why,0,0,0,replacement,0.5803
+RCA-0000000358,FAIL-0000000358,EQ-000000304,H2S_exposure,design_limit_exceeded,H2S_exposure,Pareto Review,0,0,0,inspection_frequency_increase,0.839
+RCA-0000000359,FAIL-0000000359,EQ-000000304,normal_wear,design_limit_exceeded,contamination,FMEA,0,0,0,replacement,0.6117
+RCA-0000000360,FAIL-0000000360,EQ-000000305,corrosion,normal_wear,operator_error,Fishbone,0,0,0,replacement,0.8327
+RCA-0000000361,FAIL-0000000361,EQ-000000307,operator_error,poor_lubrication,foreign_object_damage,5-Why,1,0,0,none,0.5115
+RCA-0000000362,FAIL-0000000362,EQ-000000307,poor_lubrication,high_humidity,poor_lubrication,FMEA,0,0,0,inspection_frequency_increase,0.8
+RCA-0000000363,FAIL-0000000363,EQ-000000310,high_humidity,normal_wear,process_upset,Fault Tree,0,1,0,none,0.4522
+RCA-0000000364,FAIL-0000000364,EQ-000000310,misalignment,misalignment,foreign_object_damage,5-Why,0,0,0,condition_monitoring,0.8736
+RCA-0000000365,FAIL-0000000365,EQ-000000311,misalignment,misalignment,sensor_drift,FMEA,0,0,0,replacement,0.6272
+RCA-0000000366,FAIL-0000000366,EQ-000000312,sensor_drift,design_limit_exceeded,contamination,Reliability Review Board,0,0,0,inspection_frequency_increase,0.8408
+RCA-0000000367,FAIL-0000000367,EQ-000000315,normal_wear,poor_lubrication,contamination,Pareto Review,0,0,0,condition_monitoring,0.6731
+RCA-0000000368,FAIL-0000000368,EQ-000000315,poor_lubrication,misalignment,normal_wear,Fault Tree,0,0,0,procedure_update,0.9031
+RCA-0000000369,FAIL-0000000369,EQ-000000316,design_limit_exceeded,design_limit_exceeded,design_limit_exceeded,Fault Tree,0,1,0,condition_monitoring,0.9243
+RCA-0000000370,FAIL-0000000370,EQ-000000316,process_upset,corrosion,poor_lubrication,Reliability Review Board,0,0,1,replacement,0.824
+RCA-0000000371,FAIL-0000000371,EQ-000000317,normal_wear,foreign_object_damage,corrosion,Pareto Review,0,0,0,replacement,0.7111
+RCA-0000000372,FAIL-0000000372,EQ-000000318,high_humidity,maintenance_error,foreign_object_damage,Fault Tree,0,0,1,redesign,0.9855
+RCA-0000000373,FAIL-0000000373,EQ-000000321,thermal_cycling,maintenance_error,process_upset,FMEA,1,0,0,training,0.6657
+RCA-0000000374,FAIL-0000000374,EQ-000000322,H2S_exposure,contamination,H2S_exposure,Reliability Review Board,0,0,0,inspection_frequency_increase,0.479
+RCA-0000000375,FAIL-0000000375,EQ-000000322,maintenance_error,corrosion,foreign_object_damage,5-Why,1,0,0,inspection_frequency_increase,0.7112
+RCA-0000000376,FAIL-0000000376,EQ-000000322,corrosion,normal_wear,process_upset,Fishbone,0,1,0,inspection_frequency_increase,0.6943
+RCA-0000000377,FAIL-0000000377,EQ-000000324,misalignment,thermal_cycling,operator_error,Fault Tree,0,0,1,condition_monitoring,0.7047
+RCA-0000000378,FAIL-0000000378,EQ-000000326,design_limit_exceeded,foreign_object_damage,operator_error,RCFA,0,1,0,inspection_frequency_increase,0.6586
+RCA-0000000379,FAIL-0000000379,EQ-000000326,foreign_object_damage,contamination,contamination,Pareto Review,0,0,1,condition_monitoring,0.9355
+RCA-0000000380,FAIL-0000000380,EQ-000000327,normal_wear,thermal_cycling,design_limit_exceeded,Fishbone,0,0,1,none,0.4847
+RCA-0000000381,FAIL-0000000381,EQ-000000327,H2S_exposure,normal_wear,foreign_object_damage,Reliability Review Board,1,0,0,procedure_update,0.8151
+RCA-0000000382,FAIL-0000000382,EQ-000000327,process_upset,process_upset,high_humidity,Reliability Review Board,0,0,1,training,0.5701
+RCA-0000000383,FAIL-0000000383,EQ-000000327,foreign_object_damage,misalignment,high_humidity,Fault Tree,0,1,0,inspection_frequency_increase,0.4228
+RCA-0000000384,FAIL-0000000384,EQ-000000328,H2S_exposure,contamination,operator_error,Pareto Review,0,0,0,procedure_update,0.8108
+RCA-0000000385,FAIL-0000000385,EQ-000000328,contamination,thermal_cycling,sensor_drift,FMEA,0,0,0,redesign,0.7141
+RCA-0000000386,FAIL-0000000386,EQ-000000332,normal_wear,maintenance_error,sensor_drift,Fishbone,0,1,0,replacement,0.7857
+RCA-0000000387,FAIL-0000000387,EQ-000000336,high_humidity,corrosion,design_limit_exceeded,Fault Tree,0,0,0,training,0.7263
+RCA-0000000388,FAIL-0000000388,EQ-000000336,misalignment,high_humidity,design_limit_exceeded,Fault Tree,0,0,0,replacement,0.5407
+RCA-0000000389,FAIL-0000000389,EQ-000000337,corrosion,H2S_exposure,misalignment,5-Why,0,0,0,replacement,0.9425
+RCA-0000000390,FAIL-0000000390,EQ-000000337,contamination,normal_wear,sensor_drift,Fault Tree,0,0,1,condition_monitoring,0.595
+RCA-0000000391,FAIL-0000000391,EQ-000000337,foreign_object_damage,H2S_exposure,corrosion,Reliability Review Board,0,0,0,inspection_frequency_increase,0.5779
+RCA-0000000392,FAIL-0000000392,EQ-000000337,operator_error,contamination,design_limit_exceeded,Fishbone,1,1,0,training,0.9281
+RCA-0000000393,FAIL-0000000393,EQ-000000337,high_humidity,sensor_drift,operator_error,Pareto Review,0,0,0,inspection_frequency_increase,0.7858
+RCA-0000000394,FAIL-0000000394,EQ-000000337,process_upset,corrosion,sensor_drift,Pareto Review,0,0,1,condition_monitoring,0.8642
+RCA-0000000395,FAIL-0000000395,EQ-000000337,corrosion,H2S_exposure,process_upset,5-Why,0,0,0,inspection_frequency_increase,0.7417
+RCA-0000000396,FAIL-0000000396,EQ-000000339,H2S_exposure,contamination,sensor_drift,Pareto Review,0,0,0,inspection_frequency_increase,0.6317

sensor_drift.csv ADDED Viewed

	@@ -0,0 +1,1014 @@

+sensor_id,equipment_id,facility_id,sensor_type,drift_percentage,calibration_status,last_calibration_date,signal_quality_score
+SNS-EQ-000000001-vibration,EQ-000000001,FAC-000001,vibration,11.283,due_soon,2024-06-07,0.2998
+SNS-EQ-000000001-temperature,EQ-000000001,FAC-000001,temperature,11.597,due_soon,2025-05-04,0.6933
+SNS-EQ-000000001-pressure,EQ-000000001,FAC-000001,pressure,17.216,current,2024-08-28,0.4801
+SNS-EQ-000000001-position,EQ-000000001,FAC-000001,position,13.409,due_soon,2024-05-23,0.6302
+SNS-EQ-000000002-flow,EQ-000000002,FAC-000001,flow,-0.547,overdue,2025-11-01,0.9469
+SNS-EQ-000000002-temperature,EQ-000000002,FAC-000001,temperature,9.915,current,2024-09-25,0.7987
+SNS-EQ-000000002-pressure,EQ-000000002,FAC-000001,pressure,7.247,current,2025-12-08,0.6868
+SNS-EQ-000000002-position,EQ-000000002,FAC-000001,position,7.47,current,2024-07-08,0.7939
+SNS-EQ-000000003-flow,EQ-000000003,FAC-000001,flow,16.818,current,2025-09-22,0.6112
+SNS-EQ-000000003-vibration,EQ-000000003,FAC-000001,vibration,12.836,due_soon,2024-02-26,0.6657
+SNS-EQ-000000003-pressure,EQ-000000003,FAC-000001,pressure,13.683,current,2024-06-16,0.3838
+SNS-EQ-000000004-flow,EQ-000000004,FAC-000001,flow,22.005,due_soon,2025-02-28,0.5696
+SNS-EQ-000000004-position,EQ-000000004,FAC-000001,position,15.095,current,2025-02-08,0.603
+SNS-EQ-000000005-flow,EQ-000000005,FAC-000001,flow,14.867,current,2024-06-13,0.7754
+SNS-EQ-000000005-temperature,EQ-000000005,FAC-000001,temperature,17.738,current,2024-05-03,0.5397
+SNS-EQ-000000006-vibration,EQ-000000006,FAC-000001,vibration,6.273,current,2025-07-21,0.8452
+SNS-EQ-000000006-flow,EQ-000000006,FAC-000001,flow,8.974,due_soon,2024-07-27,0.4719
+SNS-EQ-000000006-oil_quality,EQ-000000006,FAC-000001,oil_quality,1.166,current,2024-04-09,0.8787
+SNS-EQ-000000006-pressure,EQ-000000006,FAC-000001,pressure,0.184,current,2024-10-20,0.5827
+SNS-EQ-000000007-vibration,EQ-000000007,FAC-000001,vibration,13.76,due_soon,2025-11-26,0.5834
+SNS-EQ-000000007-pressure,EQ-000000007,FAC-000001,pressure,10.419,current,2024-01-15,0.8301
+SNS-EQ-000000007-position,EQ-000000007,FAC-000001,position,11.298,current,2024-12-05,0.7939
+SNS-EQ-000000007-temperature,EQ-000000007,FAC-000001,temperature,5.921,current,2025-01-11,0.8466
+SNS-EQ-000000008-temperature,EQ-000000008,FAC-000001,temperature,12.425,current,2025-11-23,0.5139
+SNS-EQ-000000008-flow,EQ-000000008,FAC-000001,flow,13.259,current,2024-10-12,0.6657
+SNS-EQ-000000009-oil_quality,EQ-000000009,FAC-000001,oil_quality,6.162,current,2025-08-25,0.4179
+SNS-EQ-000000009-flow,EQ-000000009,FAC-000001,flow,7.121,current,2025-04-13,0.6429
+SNS-EQ-000000009-position,EQ-000000009,FAC-000001,position,13.421,current,2024-03-21,0.575
+SNS-EQ-000000009-temperature,EQ-000000009,FAC-000001,temperature,5.606,current,2025-01-19,0.783
+SNS-EQ-000000010-oil_quality,EQ-000000010,FAC-000001,oil_quality,8.658,current,2025-03-29,0.5638
+SNS-EQ-000000010-flow,EQ-000000010,FAC-000001,flow,10.037,overdue,2024-10-01,0.8641
+SNS-EQ-000000010-position,EQ-000000010,FAC-000001,position,5.719,current,2025-06-07,0.8469
+SNS-EQ-000000011-vibration,EQ-000000011,FAC-000001,vibration,11.179,failed,2024-01-06,0.7896
+SNS-EQ-000000011-pressure,EQ-000000011,FAC-000001,pressure,6.729,current,2025-11-09,0.7834
+SNS-EQ-000000011-flow,EQ-000000011,FAC-000001,flow,8.189,overdue,2024-01-04,0.7777
+SNS-EQ-000000011-oil_quality,EQ-000000011,FAC-000001,oil_quality,3.089,current,2024-03-24,0.4816
+SNS-EQ-000000012-flow,EQ-000000012,FAC-000001,flow,5.616,overdue,2024-01-30,0.6474
+SNS-EQ-000000012-temperature,EQ-000000012,FAC-000001,temperature,4.733,current,2024-11-25,0.5856
+SNS-EQ-000000013-position,EQ-000000013,FAC-000001,position,14.704,due_soon,2024-09-09,0.5309
+SNS-EQ-000000013-pressure,EQ-000000013,FAC-000001,pressure,11.249,current,2025-04-23,0.3823
+SNS-EQ-000000013-temperature,EQ-000000013,FAC-000001,temperature,8.613,current,2024-12-19,0.5714
+SNS-EQ-000000013-vibration,EQ-000000013,FAC-000001,vibration,8.794,overdue,2025-01-02,0.7508
+SNS-EQ-000000014-vibration,EQ-000000014,FAC-000001,vibration,10.012,current,2025-04-08,0.656
+SNS-EQ-000000014-temperature,EQ-000000014,FAC-000001,temperature,12.804,current,2025-02-27,0.8039
+SNS-EQ-000000015-position,EQ-000000015,FAC-000001,position,14.228,current,2025-12-08,0.6024
+SNS-EQ-000000015-pressure,EQ-000000015,FAC-000001,pressure,7.496,current,2024-12-30,0.6321
+SNS-EQ-000000015-oil_quality,EQ-000000015,FAC-000001,oil_quality,9.808,overdue,2025-10-04,0.6598
+SNS-EQ-000000015-temperature,EQ-000000015,FAC-000001,temperature,7.424,current,2024-05-16,0.6622
+SNS-EQ-000000016-flow,EQ-000000016,FAC-000001,flow,0.037,current,2024-06-14,0.8233
+SNS-EQ-000000016-temperature,EQ-000000016,FAC-000001,temperature,-1.238,due_soon,2025-12-02,0.8269
+SNS-EQ-000000016-vibration,EQ-000000016,FAC-000001,vibration,9.151,current,2025-02-10,0.8389
+SNS-EQ-000000016-position,EQ-000000016,FAC-000001,position,8.014,current,2024-08-14,0.6971
+SNS-EQ-000000017-position,EQ-000000017,FAC-000001,position,16.933,current,2024-02-24,0.4965
+SNS-EQ-000000017-pressure,EQ-000000017,FAC-000001,pressure,5.347,current,2024-06-08,0.5348
+SNS-EQ-000000017-vibration,EQ-000000017,FAC-000001,vibration,10.677,current,2024-04-08,0.6268
+SNS-EQ-000000018-temperature,EQ-000000018,FAC-000001,temperature,6.604,current,2024-07-27,0.7406
+SNS-EQ-000000018-flow,EQ-000000018,FAC-000001,flow,6.959,current,2024-07-06,0.5286
+SNS-EQ-000000019-oil_quality,EQ-000000019,FAC-000002,oil_quality,9.409,current,2024-07-01,0.7119
+SNS-EQ-000000019-pressure,EQ-000000019,FAC-000002,pressure,11.225,current,2025-01-20,0.7585
+SNS-EQ-000000020-flow,EQ-000000020,FAC-000002,flow,11.677,current,2024-12-10,0.6783
+SNS-EQ-000000020-pressure,EQ-000000020,FAC-000002,pressure,7.415,current,2024-05-24,0.5472
+SNS-EQ-000000021-vibration,EQ-000000021,FAC-000002,vibration,20.501,current,2024-06-13,0.6189
+SNS-EQ-000000021-temperature,EQ-000000021,FAC-000002,temperature,24.113,current,2025-07-08,0.6253
+SNS-EQ-000000022-vibration,EQ-000000022,FAC-000002,vibration,17.284,current,2025-10-09,0.7137
+SNS-EQ-000000022-oil_quality,EQ-000000022,FAC-000002,oil_quality,25.024,current,2025-12-03,0.6297
+SNS-EQ-000000023-oil_quality,EQ-000000023,FAC-000002,oil_quality,12.808,current,2025-06-27,0.5392
+SNS-EQ-000000023-flow,EQ-000000023,FAC-000002,flow,16.365,current,2024-07-12,0.5165
+SNS-EQ-000000023-position,EQ-000000023,FAC-000002,position,10.24,overdue,2024-12-05,0.5661
+SNS-EQ-000000023-temperature,EQ-000000023,FAC-000002,temperature,17.163,current,2024-03-26,0.7676
+SNS-EQ-000000024-oil_quality,EQ-000000024,FAC-000002,oil_quality,-3.523,current,2024-08-14,0.8227
+SNS-EQ-000000024-pressure,EQ-000000024,FAC-000002,pressure,5.261,current,2025-01-10,0.8658
+SNS-EQ-000000024-position,EQ-000000024,FAC-000002,position,9.412,due_soon,2024-06-20,0.3772
+SNS-EQ-000000025-temperature,EQ-000000025,FAC-000002,temperature,14.939,current,2024-04-03,0.779
+SNS-EQ-000000025-flow,EQ-000000025,FAC-000002,flow,17.351,due_soon,2025-04-22,0.6393
+SNS-EQ-000000026-flow,EQ-000000026,FAC-000002,flow,9.702,due_soon,2025-12-01,0.5773
+SNS-EQ-000000026-vibration,EQ-000000026,FAC-000002,vibration,6.554,current,2024-01-15,0.8275
+SNS-EQ-000000027-pressure,EQ-000000027,FAC-000002,pressure,4.78,current,2024-04-28,0.8005
+SNS-EQ-000000027-position,EQ-000000027,FAC-000002,position,3.347,current,2025-05-15,0.2715
+SNS-EQ-000000027-oil_quality,EQ-000000027,FAC-000002,oil_quality,2.498,current,2025-12-17,0.604
+SNS-EQ-000000028-vibration,EQ-000000028,FAC-000002,vibration,1.304,current,2025-08-09,0.7925
+SNS-EQ-000000028-pressure,EQ-000000028,FAC-000002,pressure,-2.914,current,2025-07-11,0.9214
+SNS-EQ-000000029-temperature,EQ-000000029,FAC-000002,temperature,9.074,current,2025-06-15,0.7039
+SNS-EQ-000000029-oil_quality,EQ-000000029,FAC-000002,oil_quality,9.684,current,2025-04-23,0.6148
+SNS-EQ-000000029-pressure,EQ-000000029,FAC-000002,pressure,8.14,due_soon,2025-06-03,0.7173
+SNS-EQ-000000029-vibration,EQ-000000029,FAC-000002,vibration,-1.402,due_soon,2025-09-18,0.6699
+SNS-EQ-000000030-oil_quality,EQ-000000030,FAC-000002,oil_quality,9.772,current,2024-08-14,0.5757
+SNS-EQ-000000030-pressure,EQ-000000030,FAC-000002,pressure,5.765,current,2025-06-06,0.7854
+SNS-EQ-000000031-position,EQ-000000031,FAC-000002,position,23.198,overdue,2024-04-20,0.323
+SNS-EQ-000000031-vibration,EQ-000000031,FAC-000002,vibration,27.118,current,2024-08-23,0.4519
+SNS-EQ-000000031-pressure,EQ-000000031,FAC-000002,pressure,24.268,current,2025-09-24,0.5981
+SNS-EQ-000000032-pressure,EQ-000000032,FAC-000002,pressure,24.681,overdue,2024-04-30,0.6062
+SNS-EQ-000000032-temperature,EQ-000000032,FAC-000002,temperature,20.361,current,2024-03-04,0.1583
+SNS-EQ-000000032-position,EQ-000000032,FAC-000002,position,28.158,current,2025-11-09,0.2631
+SNS-EQ-000000032-oil_quality,EQ-000000032,FAC-000002,oil_quality,21.063,current,2025-03-01,0.6625
+SNS-EQ-000000033-vibration,EQ-000000033,FAC-000003,vibration,10.078,current,2024-10-28,0.6193
+SNS-EQ-000000033-temperature,EQ-000000033,FAC-000003,temperature,13.127,failed,2024-09-28,0.53
+SNS-EQ-000000034-vibration,EQ-000000034,FAC-000003,vibration,15.803,current,2024-01-08,0.6224
+SNS-EQ-000000034-pressure,EQ-000000034,FAC-000003,pressure,19.724,overdue,2025-04-19,0.4723
+SNS-EQ-000000035-flow,EQ-000000035,FAC-000003,flow,3.333,due_soon,2025-11-20,0.6006
+SNS-EQ-000000035-oil_quality,EQ-000000035,FAC-000003,oil_quality,0.552,overdue,2025-07-17,0.9123
+SNS-EQ-000000035-position,EQ-000000035,FAC-000003,position,5.794,current,2024-10-25,0.92
+SNS-EQ-000000036-temperature,EQ-000000036,FAC-000003,temperature,11.596,current,2025-10-12,0.6271
+SNS-EQ-000000036-oil_quality,EQ-000000036,FAC-000003,oil_quality,17.432,due_soon,2025-09-30,0.5525
+SNS-EQ-000000037-vibration,EQ-000000037,FAC-000003,vibration,6.059,current,2025-11-19,0.658
+SNS-EQ-000000037-temperature,EQ-000000037,FAC-000003,temperature,6.759,due_soon,2024-10-30,0.7739
+SNS-EQ-000000037-position,EQ-000000037,FAC-000003,position,9.787,failed,2024-08-25,0.7639
+SNS-EQ-000000037-pressure,EQ-000000037,FAC-000003,pressure,6.31,due_soon,2024-02-04,0.8241
+SNS-EQ-000000038-pressure,EQ-000000038,FAC-000003,pressure,-1.279,current,2025-07-13,0.76
+SNS-EQ-000000038-flow,EQ-000000038,FAC-000003,flow,3.001,current,2025-08-31,0.8956
+SNS-EQ-000000039-temperature,EQ-000000039,FAC-000003,temperature,14.036,overdue,2025-10-06,0.6588
+SNS-EQ-000000039-position,EQ-000000039,FAC-000003,position,16.631,failed,2025-12-15,0.538
+SNS-EQ-000000040-vibration,EQ-000000040,FAC-000003,vibration,26.187,due_soon,2025-04-15,0.5473
+SNS-EQ-000000040-oil_quality,EQ-000000040,FAC-000003,oil_quality,23.247,overdue,2025-03-27,0.5741
+SNS-EQ-000000040-position,EQ-000000040,FAC-000003,position,25.696,due_soon,2024-07-03,0.6574
+SNS-EQ-000000040-pressure,EQ-000000040,FAC-000003,pressure,20.05,current,2024-05-14,0.2306
+SNS-EQ-000000041-temperature,EQ-000000041,FAC-000003,temperature,4.639,current,2024-06-12,0.8385
+SNS-EQ-000000041-flow,EQ-000000041,FAC-000003,flow,5.007,overdue,2024-02-15,0.6476
+SNS-EQ-000000041-oil_quality,EQ-000000041,FAC-000003,oil_quality,9.093,current,2025-03-30,0.5946
+SNS-EQ-000000042-oil_quality,EQ-000000042,FAC-000003,oil_quality,4.833,current,2025-10-20,0.6526
+SNS-EQ-000000042-temperature,EQ-000000042,FAC-000003,temperature,15.448,current,2025-04-11,0.7554
+SNS-EQ-000000043-position,EQ-000000043,FAC-000003,position,10.613,due_soon,2024-12-21,0.4498
+SNS-EQ-000000043-vibration,EQ-000000043,FAC-000003,vibration,14.765,due_soon,2024-01-05,0.662
+SNS-EQ-000000043-oil_quality,EQ-000000043,FAC-000003,oil_quality,11.2,current,2025-04-15,0.6755
+SNS-EQ-000000043-flow,EQ-000000043,FAC-000003,flow,8.781,current,2024-10-09,0.8326
+SNS-EQ-000000044-position,EQ-000000044,FAC-000003,position,16.99,current,2025-09-02,0.5185
+SNS-EQ-000000044-flow,EQ-000000044,FAC-000003,flow,24.701,current,2024-01-12,0.4439
+SNS-EQ-000000044-temperature,EQ-000000044,FAC-000003,temperature,15.338,current,2024-04-27,0.7311
+SNS-EQ-000000044-pressure,EQ-000000044,FAC-000003,pressure,22.352,current,2025-08-31,0.6519
+SNS-EQ-000000045-temperature,EQ-000000045,FAC-000003,temperature,10.651,due_soon,2024-06-17,0.8044
+SNS-EQ-000000045-oil_quality,EQ-000000045,FAC-000003,oil_quality,17.337,current,2025-10-30,0.7609
+SNS-EQ-000000045-flow,EQ-000000045,FAC-000003,flow,9.734,due_soon,2024-01-22,0.7605
+SNS-EQ-000000046-vibration,EQ-000000046,FAC-000003,vibration,17.297,current,2024-06-06,0.7578
+SNS-EQ-000000046-flow,EQ-000000046,FAC-000003,flow,9.978,current,2025-01-03,0.4839
+SNS-EQ-000000046-oil_quality,EQ-000000046,FAC-000003,oil_quality,17.488,current,2025-09-25,0.748
+SNS-EQ-000000047-flow,EQ-000000047,FAC-000003,flow,3.528,due_soon,2025-03-15,0.832
+SNS-EQ-000000047-position,EQ-000000047,FAC-000003,position,5.649,overdue,2024-10-15,0.578
+SNS-EQ-000000048-flow,EQ-000000048,FAC-000003,flow,4.396,current,2025-09-20,0.6599
+SNS-EQ-000000048-position,EQ-000000048,FAC-000003,position,8.017,failed,2025-07-27,0.8051
+SNS-EQ-000000048-vibration,EQ-000000048,FAC-000003,vibration,7.301,current,2024-07-26,0.6585
+SNS-EQ-000000049-vibration,EQ-000000049,FAC-000003,vibration,5.15,current,2025-08-09,0.6805
+SNS-EQ-000000049-oil_quality,EQ-000000049,FAC-000003,oil_quality,8.944,current,2025-06-22,0.6673
+SNS-EQ-000000050-oil_quality,EQ-000000050,FAC-000003,oil_quality,9.732,current,2024-02-15,0.6066
+SNS-EQ-000000050-vibration,EQ-000000050,FAC-000003,vibration,9.47,current,2025-12-23,0.4404
+SNS-EQ-000000051-oil_quality,EQ-000000051,FAC-000004,oil_quality,19.173,current,2024-04-04,0.6248
+SNS-EQ-000000051-vibration,EQ-000000051,FAC-000004,vibration,21.881,overdue,2024-08-16,0.5562
+SNS-EQ-000000051-position,EQ-000000051,FAC-000004,position,11.547,current,2024-10-30,0.6942
+SNS-EQ-000000051-temperature,EQ-000000051,FAC-000004,temperature,18.755,current,2025-06-11,0.5579
+SNS-EQ-000000052-vibration,EQ-000000052,FAC-000004,vibration,15.444,current,2024-07-16,0.4547
+SNS-EQ-000000052-flow,EQ-000000052,FAC-000004,flow,11.745,current,2025-10-12,0.8123
+SNS-EQ-000000052-position,EQ-000000052,FAC-000004,position,14.869,due_soon,2025-07-07,0.6035
+SNS-EQ-000000053-pressure,EQ-000000053,FAC-000004,pressure,4.324,due_soon,2025-10-17,0.6618
+SNS-EQ-000000053-oil_quality,EQ-000000053,FAC-000004,oil_quality,1.795,due_soon,2025-09-20,0.7566
+SNS-EQ-000000054-vibration,EQ-000000054,FAC-000004,vibration,12.111,current,2024-03-12,0.6839
+SNS-EQ-000000054-temperature,EQ-000000054,FAC-000004,temperature,8.851,current,2025-04-27,0.7641
+SNS-EQ-000000054-oil_quality,EQ-000000054,FAC-000004,oil_quality,2.8,current,2025-04-01,0.894
+SNS-EQ-000000055-vibration,EQ-000000055,FAC-000004,vibration,3.794,overdue,2025-02-19,0.5691
+SNS-EQ-000000055-position,EQ-000000055,FAC-000004,position,13.634,current,2025-10-17,0.7359
+SNS-EQ-000000055-temperature,EQ-000000055,FAC-000004,temperature,13.629,due_soon,2025-01-12,0.7203
+SNS-EQ-000000055-oil_quality,EQ-000000055,FAC-000004,oil_quality,2.791,current,2025-08-12,0.8161
+SNS-EQ-000000056-position,EQ-000000056,FAC-000004,position,15.683,current,2025-06-09,0.8241
+SNS-EQ-000000056-pressure,EQ-000000056,FAC-000004,pressure,19.579,overdue,2025-07-09,0.553
+SNS-EQ-000000056-temperature,EQ-000000056,FAC-000004,temperature,7.279,current,2025-07-03,0.77
+SNS-EQ-000000056-oil_quality,EQ-000000056,FAC-000004,oil_quality,15.811,current,2024-07-31,0.5733
+SNS-EQ-000000057-vibration,EQ-000000057,FAC-000004,vibration,13.265,current,2025-03-28,0.8599
+SNS-EQ-000000057-position,EQ-000000057,FAC-000004,position,10.731,current,2024-08-13,0.6324
+SNS-EQ-000000058-temperature,EQ-000000058,FAC-000004,temperature,9.118,current,2024-06-10,0.4287
+SNS-EQ-000000058-oil_quality,EQ-000000058,FAC-000004,oil_quality,9.775,current,2024-12-03,0.7788
+SNS-EQ-000000059-oil_quality,EQ-000000059,FAC-000004,oil_quality,2.045,overdue,2025-05-06,0.8307
+SNS-EQ-000000059-temperature,EQ-000000059,FAC-000004,temperature,5.4,due_soon,2025-10-02,0.8558
+SNS-EQ-000000059-flow,EQ-000000059,FAC-000004,flow,4.888,due_soon,2024-11-25,0.5559
+SNS-EQ-000000060-position,EQ-000000060,FAC-000004,position,13.753,current,2025-10-20,0.8195
+SNS-EQ-000000060-vibration,EQ-000000060,FAC-000004,vibration,14.416,current,2024-02-12,0.6116
+SNS-EQ-000000060-pressure,EQ-000000060,FAC-000004,pressure,21.623,overdue,2024-05-20,0.3819
+SNS-EQ-000000060-temperature,EQ-000000060,FAC-000004,temperature,12.487,current,2024-01-08,0.6846
+SNS-EQ-000000061-oil_quality,EQ-000000061,FAC-000004,oil_quality,5.313,current,2025-02-24,0.4718
+SNS-EQ-000000061-flow,EQ-000000061,FAC-000004,flow,9.08,current,2025-10-11,0.8058
+SNS-EQ-000000062-temperature,EQ-000000062,FAC-000004,temperature,6.17,current,2025-10-10,0.5654
+SNS-EQ-000000062-pressure,EQ-000000062,FAC-000004,pressure,8.838,current,2024-01-31,0.7932
+SNS-EQ-000000062-position,EQ-000000062,FAC-000004,position,4.116,current,2024-10-30,0.7575
+SNS-EQ-000000063-temperature,EQ-000000063,FAC-000004,temperature,14.485,due_soon,2024-10-18,0.6332
+SNS-EQ-000000063-flow,EQ-000000063,FAC-000004,flow,10.827,current,2025-03-25,0.5504
+SNS-EQ-000000063-pressure,EQ-000000063,FAC-000004,pressure,9.548,current,2024-02-22,0.7561
+SNS-EQ-000000063-oil_quality,EQ-000000063,FAC-000004,oil_quality,11.375,current,2024-02-20,0.5643
+SNS-EQ-000000064-oil_quality,EQ-000000064,FAC-000005,oil_quality,9.377,current,2025-07-15,0.5193
+SNS-EQ-000000064-vibration,EQ-000000064,FAC-000005,vibration,14.261,current,2025-09-24,0.4949
+SNS-EQ-000000064-pressure,EQ-000000064,FAC-000005,pressure,10.376,overdue,2024-06-11,0.603
+SNS-EQ-000000064-position,EQ-000000064,FAC-000005,position,6.913,due_soon,2024-12-14,0.8795
+SNS-EQ-000000065-pressure,EQ-000000065,FAC-000005,pressure,3.658,current,2024-03-01,0.8295
+SNS-EQ-000000065-vibration,EQ-000000065,FAC-000005,vibration,4.214,current,2025-04-08,0.4324
+SNS-EQ-000000065-flow,EQ-000000065,FAC-000005,flow,7.002,current,2024-07-24,0.7709
+SNS-EQ-000000065-oil_quality,EQ-000000065,FAC-000005,oil_quality,5.773,overdue,2025-02-24,0.8488
+SNS-EQ-000000066-oil_quality,EQ-000000066,FAC-000005,oil_quality,7.662,current,2025-04-16,0.8055
+SNS-EQ-000000066-pressure,EQ-000000066,FAC-000005,pressure,9.772,overdue,2024-04-04,0.6593
+SNS-EQ-000000066-temperature,EQ-000000066,FAC-000005,temperature,11.823,due_soon,2024-03-20,0.5653
+SNS-EQ-000000066-position,EQ-000000066,FAC-000005,position,8.013,due_soon,2025-09-30,0.353
+SNS-EQ-000000067-vibration,EQ-000000067,FAC-000005,vibration,13.76,current,2024-09-02,0.483
+SNS-EQ-000000067-pressure,EQ-000000067,FAC-000005,pressure,6.956,due_soon,2025-02-28,0.8115
+SNS-EQ-000000068-pressure,EQ-000000068,FAC-000005,pressure,13.958,current,2024-03-28,0.599
+SNS-EQ-000000068-position,EQ-000000068,FAC-000005,position,10.925,overdue,2024-05-31,0.8599
+SNS-EQ-000000069-pressure,EQ-000000069,FAC-000005,pressure,2.411,failed,2025-12-14,0.8353
+SNS-EQ-000000069-oil_quality,EQ-000000069,FAC-000005,oil_quality,3.813,due_soon,2025-08-16,0.8344
+SNS-EQ-000000069-temperature,EQ-000000069,FAC-000005,temperature,2.707,current,2024-04-28,0.8543
+SNS-EQ-000000069-flow,EQ-000000069,FAC-000005,flow,2.901,current,2025-03-11,0.878
+SNS-EQ-000000070-position,EQ-000000070,FAC-000005,position,20.352,failed,2025-12-12,0.3969
+SNS-EQ-000000070-flow,EQ-000000070,FAC-000005,flow,25.761,current,2024-07-08,0.534
+SNS-EQ-000000070-temperature,EQ-000000070,FAC-000005,temperature,21.644,current,2024-06-06,0.2577
+SNS-EQ-000000071-temperature,EQ-000000071,FAC-000005,temperature,6.018,due_soon,2025-12-12,0.7263
+SNS-EQ-000000071-position,EQ-000000071,FAC-000005,position,8.675,current,2024-04-14,0.6575
+SNS-EQ-000000072-flow,EQ-000000072,FAC-000005,flow,24.288,overdue,2025-07-05,0.44
+SNS-EQ-000000072-oil_quality,EQ-000000072,FAC-000005,oil_quality,23.748,due_soon,2024-04-25,0.3794
+SNS-EQ-000000073-flow,EQ-000000073,FAC-000005,flow,28.131,current,2024-04-02,0.4563
+SNS-EQ-000000073-vibration,EQ-000000073,FAC-000005,vibration,28.048,current,2024-10-04,0.5714
+SNS-EQ-000000074-pressure,EQ-000000074,FAC-000005,pressure,9.079,overdue,2025-07-25,0.4224
+SNS-EQ-000000074-oil_quality,EQ-000000074,FAC-000005,oil_quality,7.709,current,2025-06-13,0.6757
+SNS-EQ-000000075-pressure,EQ-000000075,FAC-000005,pressure,9.334,due_soon,2024-04-10,0.7103
+SNS-EQ-000000075-oil_quality,EQ-000000075,FAC-000005,oil_quality,7.596,current,2024-02-12,0.7083
+SNS-EQ-000000075-temperature,EQ-000000075,FAC-000005,temperature,11.681,due_soon,2025-09-29,0.737
+SNS-EQ-000000076-temperature,EQ-000000076,FAC-000005,temperature,20.355,overdue,2025-09-09,0.6054
+SNS-EQ-000000076-vibration,EQ-000000076,FAC-000005,vibration,21.459,current,2025-02-04,0.658
+SNS-EQ-000000076-oil_quality,EQ-000000076,FAC-000005,oil_quality,27.023,current,2024-04-13,0.4584
+SNS-EQ-000000076-flow,EQ-000000076,FAC-000005,flow,22.498,due_soon,2025-05-29,0.6509
+SNS-EQ-000000077-flow,EQ-000000077,FAC-000005,flow,6.248,current,2024-04-13,0.672
+SNS-EQ-000000077-pressure,EQ-000000077,FAC-000005,pressure,1.806,due_soon,2025-03-30,0.7096
+SNS-EQ-000000077-oil_quality,EQ-000000077,FAC-000005,oil_quality,-4.19,current,2024-08-01,0.8763
+SNS-EQ-000000078-temperature,EQ-000000078,FAC-000005,temperature,28.533,current,2024-08-22,0.5078
+SNS-EQ-000000078-flow,EQ-000000078,FAC-000005,flow,23.41,overdue,2025-03-07,0.3134
+SNS-EQ-000000078-pressure,EQ-000000078,FAC-000005,pressure,29.715,current,2025-05-14,0.6302
+SNS-EQ-000000078-oil_quality,EQ-000000078,FAC-000005,oil_quality,26.385,current,2025-01-25,0.5748
+SNS-EQ-000000079-vibration,EQ-000000079,FAC-000005,vibration,8.777,current,2024-10-11,0.4616
+SNS-EQ-000000079-position,EQ-000000079,FAC-000005,position,8.468,current,2024-09-02,0.7571
+SNS-EQ-000000079-temperature,EQ-000000079,FAC-000005,temperature,9.632,current,2025-11-02,0.6125
+SNS-EQ-000000079-oil_quality,EQ-000000079,FAC-000005,oil_quality,9.095,due_soon,2024-04-02,0.779
+SNS-EQ-000000080-position,EQ-000000080,FAC-000005,position,9.104,current,2024-05-18,0.789
+SNS-EQ-000000080-pressure,EQ-000000080,FAC-000005,pressure,3.708,due_soon,2024-07-15,0.9099
+SNS-EQ-000000080-vibration,EQ-000000080,FAC-000005,vibration,1.225,current,2024-09-01,0.7334
+SNS-EQ-000000080-oil_quality,EQ-000000080,FAC-000005,oil_quality,3.893,current,2025-04-10,0.5824
+SNS-EQ-000000081-pressure,EQ-000000081,FAC-000005,pressure,18.31,overdue,2024-09-17,0.5994
+SNS-EQ-000000081-position,EQ-000000081,FAC-000005,position,16.995,current,2024-11-19,0.553
+SNS-EQ-000000082-pressure,EQ-000000082,FAC-000006,pressure,3.59,current,2024-12-13,0.7379
+SNS-EQ-000000082-flow,EQ-000000082,FAC-000006,flow,5.552,due_soon,2024-05-18,0.7423
+SNS-EQ-000000082-temperature,EQ-000000082,FAC-000006,temperature,-0.599,current,2025-11-16,0.5249
+SNS-EQ-000000083-vibration,EQ-000000083,FAC-000006,vibration,7.387,current,2024-10-07,0.5706
+SNS-EQ-000000083-pressure,EQ-000000083,FAC-000006,pressure,8.726,overdue,2025-08-12,0.6073
+SNS-EQ-000000084-pressure,EQ-000000084,FAC-000006,pressure,5.81,overdue,2025-10-23,0.8385
+SNS-EQ-000000084-temperature,EQ-000000084,FAC-000006,temperature,12.759,due_soon,2024-08-09,0.5573
+SNS-EQ-000000085-oil_quality,EQ-000000085,FAC-000006,oil_quality,11.362,due_soon,2025-04-28,0.5146
+SNS-EQ-000000085-temperature,EQ-000000085,FAC-000006,temperature,7.501,overdue,2024-06-13,0.7482
+SNS-EQ-000000086-flow,EQ-000000086,FAC-000006,flow,13.544,overdue,2025-02-13,0.697
+SNS-EQ-000000086-oil_quality,EQ-000000086,FAC-000006,oil_quality,15.204,current,2025-03-02,0.3328
+SNS-EQ-000000087-flow,EQ-000000087,FAC-000006,flow,18.815,overdue,2025-08-19,0.4194
+SNS-EQ-000000087-position,EQ-000000087,FAC-000006,position,15.03,current,2025-03-06,0.2206
+SNS-EQ-000000087-pressure,EQ-000000087,FAC-000006,pressure,11.565,due_soon,2024-02-02,0.6687
+SNS-EQ-000000088-temperature,EQ-000000088,FAC-000006,temperature,7.463,current,2024-04-18,0.4807
+SNS-EQ-000000088-pressure,EQ-000000088,FAC-000006,pressure,5.919,due_soon,2024-08-04,0.7845
+SNS-EQ-000000088-flow,EQ-000000088,FAC-000006,flow,13.473,current,2024-02-04,0.6701
+SNS-EQ-000000088-position,EQ-000000088,FAC-000006,position,17.553,current,2025-10-07,0.4253
+SNS-EQ-000000089-oil_quality,EQ-000000089,FAC-000006,oil_quality,13.441,overdue,2024-09-07,0.4546
+SNS-EQ-000000089-flow,EQ-000000089,FAC-000006,flow,14.754,current,2025-05-04,0.7991
+SNS-EQ-000000089-position,EQ-000000089,FAC-000006,position,22.268,failed,2024-05-31,0.7007
+SNS-EQ-000000089-pressure,EQ-000000089,FAC-000006,pressure,20.801,overdue,2025-02-21,0.4797
+SNS-EQ-000000090-flow,EQ-000000090,FAC-000006,flow,14.425,current,2025-04-17,0.7717
+SNS-EQ-000000090-pressure,EQ-000000090,FAC-000006,pressure,10.987,current,2024-04-07,0.6875
+SNS-EQ-000000090-temperature,EQ-000000090,FAC-000006,temperature,15.187,current,2025-06-20,0.732
+SNS-EQ-000000090-vibration,EQ-000000090,FAC-000006,vibration,17.011,current,2024-07-02,0.7271
+SNS-EQ-000000091-pressure,EQ-000000091,FAC-000006,pressure,14.346,current,2025-08-23,0.8091
+SNS-EQ-000000091-flow,EQ-000000091,FAC-000006,flow,10.23,due_soon,2025-10-22,0.7434
+SNS-EQ-000000092-vibration,EQ-000000092,FAC-000006,vibration,7.256,current,2024-01-14,0.3985
+SNS-EQ-000000092-pressure,EQ-000000092,FAC-000006,pressure,0.519,due_soon,2025-08-06,0.7536
+SNS-EQ-000000092-oil_quality,EQ-000000092,FAC-000006,oil_quality,1.415,due_soon,2024-02-16,0.6726
+SNS-EQ-000000092-position,EQ-000000092,FAC-000006,position,7.362,overdue,2024-03-28,0.622
+SNS-EQ-000000093-temperature,EQ-000000093,FAC-000006,temperature,10.535,current,2025-04-04,0.8162
+SNS-EQ-000000093-pressure,EQ-000000093,FAC-000006,pressure,13.286,overdue,2025-12-22,0.4197
+SNS-EQ-000000093-oil_quality,EQ-000000093,FAC-000006,oil_quality,14.136,due_soon,2025-08-31,0.6257
+SNS-EQ-000000093-vibration,EQ-000000093,FAC-000006,vibration,4.031,current,2025-11-13,0.4599
+SNS-EQ-000000094-pressure,EQ-000000094,FAC-000006,pressure,16.911,current,2025-05-11,0.7367
+SNS-EQ-000000094-vibration,EQ-000000094,FAC-000006,vibration,20.508,current,2025-05-29,0.2735
+SNS-EQ-000000095-oil_quality,EQ-000000095,FAC-000006,oil_quality,9.36,current,2024-03-22,0.7933
+SNS-EQ-000000095-flow,EQ-000000095,FAC-000006,flow,16.396,due_soon,2024-12-26,0.7204
+SNS-EQ-000000095-pressure,EQ-000000095,FAC-000006,pressure,9.346,current,2024-08-17,0.6372
+SNS-EQ-000000095-vibration,EQ-000000095,FAC-000006,vibration,8.823,current,2024-04-15,0.6393
+SNS-EQ-000000096-position,EQ-000000096,FAC-000006,position,25.223,current,2025-04-17,0.4472
+SNS-EQ-000000096-flow,EQ-000000096,FAC-000006,flow,13.102,due_soon,2025-12-19,0.6345
+SNS-EQ-000000096-pressure,EQ-000000096,FAC-000006,pressure,14.409,overdue,2025-09-04,0.7164
+SNS-EQ-000000097-vibration,EQ-000000097,FAC-000006,vibration,20.003,current,2025-08-14,0.3609
+SNS-EQ-000000097-position,EQ-000000097,FAC-000006,position,21.543,overdue,2025-11-25,0.6189
+SNS-EQ-000000097-flow,EQ-000000097,FAC-000006,flow,13.744,due_soon,2025-06-05,0.5917
+SNS-EQ-000000097-oil_quality,EQ-000000097,FAC-000006,oil_quality,26.829,current,2024-08-23,0.4174
+SNS-EQ-000000098-oil_quality,EQ-000000098,FAC-000006,oil_quality,9.745,due_soon,2025-04-02,0.7604
+SNS-EQ-000000098-position,EQ-000000098,FAC-000006,position,7.724,current,2025-03-18,0.6967
+SNS-EQ-000000098-vibration,EQ-000000098,FAC-000006,vibration,6.391,due_soon,2025-05-14,0.5591
+SNS-EQ-000000099-position,EQ-000000099,FAC-000006,position,25.383,current,2025-01-28,0.6219
+SNS-EQ-000000099-vibration,EQ-000000099,FAC-000006,vibration,14.844,due_soon,2024-11-18,0.6278
+SNS-EQ-000000099-flow,EQ-000000099,FAC-000006,flow,19.859,current,2025-05-15,0.7897
+SNS-EQ-000000100-oil_quality,EQ-000000100,FAC-000006,oil_quality,7.767,due_soon,2025-11-21,0.7367
+SNS-EQ-000000100-pressure,EQ-000000100,FAC-000006,pressure,12.066,overdue,2024-09-05,0.5787
+SNS-EQ-000000100-vibration,EQ-000000100,FAC-000006,vibration,9.031,due_soon,2025-02-20,0.8657
+SNS-EQ-000000101-position,EQ-000000101,FAC-000006,position,19.347,current,2024-09-06,0.3505
+SNS-EQ-000000101-flow,EQ-000000101,FAC-000006,flow,15.918,current,2025-03-22,0.6832
+SNS-EQ-000000101-oil_quality,EQ-000000101,FAC-000006,oil_quality,21.313,current,2024-09-04,0.1788
+SNS-EQ-000000101-temperature,EQ-000000101,FAC-000006,temperature,22.1,due_soon,2025-12-15,0.5921
+SNS-EQ-000000102-oil_quality,EQ-000000102,FAC-000006,oil_quality,8.324,current,2025-03-06,0.6999
+SNS-EQ-000000102-flow,EQ-000000102,FAC-000006,flow,9.673,current,2025-02-20,0.7534
+SNS-EQ-000000103-flow,EQ-000000103,FAC-000006,flow,5.005,failed,2025-06-14,0.5463
+SNS-EQ-000000103-vibration,EQ-000000103,FAC-000006,vibration,1.29,current,2025-01-18,0.6192
+SNS-EQ-000000104-flow,EQ-000000104,FAC-000007,flow,7.456,current,2024-12-23,0.799
+SNS-EQ-000000104-pressure,EQ-000000104,FAC-000007,pressure,6.989,failed,2024-03-26,0.7111
+SNS-EQ-000000105-oil_quality,EQ-000000105,FAC-000007,oil_quality,16.368,current,2025-09-06,0.7773
+SNS-EQ-000000105-temperature,EQ-000000105,FAC-000007,temperature,10.404,current,2024-07-11,0.1357
+SNS-EQ-000000105-flow,EQ-000000105,FAC-000007,flow,16.697,current,2025-09-17,0.6854
+SNS-EQ-000000105-position,EQ-000000105,FAC-000007,position,10.752,current,2025-04-03,0.8273
+SNS-EQ-000000106-position,EQ-000000106,FAC-000007,position,3.916,current,2024-01-15,0.7982
+SNS-EQ-000000106-vibration,EQ-000000106,FAC-000007,vibration,11.182,current,2025-11-04,0.5444
+SNS-EQ-000000106-temperature,EQ-000000106,FAC-000007,temperature,15.614,current,2024-04-13,0.3012
+SNS-EQ-000000106-flow,EQ-000000106,FAC-000007,flow,14.279,current,2025-08-31,0.7867
+SNS-EQ-000000107-temperature,EQ-000000107,FAC-000007,temperature,23.429,overdue,2025-11-11,0.7217
+SNS-EQ-000000107-flow,EQ-000000107,FAC-000007,flow,26.2,overdue,2025-06-11,0.5823
+SNS-EQ-000000107-vibration,EQ-000000107,FAC-000007,vibration,21.823,current,2024-07-17,0.678
+SNS-EQ-000000107-position,EQ-000000107,FAC-000007,position,24.461,current,2024-07-13,0.5214
+SNS-EQ-000000108-pressure,EQ-000000108,FAC-000007,pressure,16.148,current,2025-04-28,0.6946
+SNS-EQ-000000108-flow,EQ-000000108,FAC-000007,flow,23.119,overdue,2024-09-18,0.3805
+SNS-EQ-000000109-position,EQ-000000109,FAC-000007,position,11.093,overdue,2025-01-07,0.6514
+SNS-EQ-000000109-oil_quality,EQ-000000109,FAC-000007,oil_quality,10.557,current,2024-05-12,0.7879
+SNS-EQ-000000109-flow,EQ-000000109,FAC-000007,flow,10.503,current,2024-11-27,0.6971
+SNS-EQ-000000110-flow,EQ-000000110,FAC-000007,flow,2.812,current,2025-11-12,0.4342
+SNS-EQ-000000110-position,EQ-000000110,FAC-000007,position,7.711,overdue,2025-01-20,0.6769
+SNS-EQ-000000110-temperature,EQ-000000110,FAC-000007,temperature,13.406,current,2024-06-30,0.4932
+SNS-EQ-000000111-pressure,EQ-000000111,FAC-000007,pressure,9.278,due_soon,2024-07-06,0.8098
+SNS-EQ-000000111-flow,EQ-000000111,FAC-000007,flow,2.766,failed,2025-06-16,0.5952
+SNS-EQ-000000111-position,EQ-000000111,FAC-000007,position,10.538,current,2025-02-27,0.5526
+SNS-EQ-000000111-oil_quality,EQ-000000111,FAC-000007,oil_quality,13.561,current,2025-11-21,0.5186
+SNS-EQ-000000112-temperature,EQ-000000112,FAC-000007,temperature,5.638,current,2024-09-18,0.2634
+SNS-EQ-000000112-vibration,EQ-000000112,FAC-000007,vibration,3.808,current,2024-02-17,0.7744
+SNS-EQ-000000112-flow,EQ-000000112,FAC-000007,flow,3.688,current,2025-06-17,0.8746
+SNS-EQ-000000112-position,EQ-000000112,FAC-000007,position,10.155,due_soon,2024-12-10,0.742
+SNS-EQ-000000113-oil_quality,EQ-000000113,FAC-000007,oil_quality,17.46,current,2025-06-19,0.3836
+SNS-EQ-000000113-position,EQ-000000113,FAC-000007,position,11.487,current,2024-10-21,0.7559
+SNS-EQ-000000113-pressure,EQ-000000113,FAC-000007,pressure,10.839,overdue,2025-01-08,0.6192
+SNS-EQ-000000113-temperature,EQ-000000113,FAC-000007,temperature,18.862,current,2025-04-08,0.5809
+SNS-EQ-000000114-flow,EQ-000000114,FAC-000007,flow,5.088,current,2024-05-17,0.709
+SNS-EQ-000000114-temperature,EQ-000000114,FAC-000007,temperature,0.442,current,2025-06-19,0.9002
+SNS-EQ-000000114-pressure,EQ-000000114,FAC-000007,pressure,0.035,current,2025-02-03,0.6088
+SNS-EQ-000000114-vibration,EQ-000000114,FAC-000007,vibration,-0.449,due_soon,2025-07-02,0.8361
+SNS-EQ-000000115-oil_quality,EQ-000000115,FAC-000007,oil_quality,16.084,current,2025-10-19,0.3476
+SNS-EQ-000000115-position,EQ-000000115,FAC-000007,position,16.639,failed,2025-01-16,0.7631
+SNS-EQ-000000115-vibration,EQ-000000115,FAC-000007,vibration,17.838,due_soon,2024-05-10,0.6377
+SNS-EQ-000000115-temperature,EQ-000000115,FAC-000007,temperature,14.999,current,2025-06-28,0.5749
+SNS-EQ-000000116-position,EQ-000000116,FAC-000007,position,11.315,overdue,2025-04-18,0.6429
+SNS-EQ-000000116-flow,EQ-000000116,FAC-000007,flow,7.516,due_soon,2024-12-12,0.6648
+SNS-EQ-000000116-pressure,EQ-000000116,FAC-000007,pressure,6.836,current,2025-11-08,0.4196
+SNS-EQ-000000116-temperature,EQ-000000116,FAC-000007,temperature,7.53,overdue,2025-01-14,0.5913
+SNS-EQ-000000117-temperature,EQ-000000117,FAC-000007,temperature,17.888,current,2024-03-29,0.5294
+SNS-EQ-000000117-oil_quality,EQ-000000117,FAC-000007,oil_quality,16.514,current,2024-12-17,0.713
+SNS-EQ-000000117-vibration,EQ-000000117,FAC-000007,vibration,15.827,current,2024-10-19,0.5929
+SNS-EQ-000000117-pressure,EQ-000000117,FAC-000007,pressure,15.285,due_soon,2024-10-30,0.7485
+SNS-EQ-000000118-oil_quality,EQ-000000118,FAC-000007,oil_quality,12.98,current,2024-10-23,0.7768
+SNS-EQ-000000118-temperature,EQ-000000118,FAC-000007,temperature,18.256,current,2024-06-22,0.7411
+SNS-EQ-000000118-flow,EQ-000000118,FAC-000007,flow,17.247,current,2025-05-06,0.6221
+SNS-EQ-000000119-position,EQ-000000119,FAC-000007,position,11.511,overdue,2024-01-23,0.1706
+SNS-EQ-000000119-flow,EQ-000000119,FAC-000007,flow,14.325,current,2025-05-16,0.7019
+SNS-EQ-000000119-temperature,EQ-000000119,FAC-000007,temperature,12.205,overdue,2025-08-23,0.8402
+SNS-EQ-000000120-vibration,EQ-000000120,FAC-000008,vibration,26.848,current,2025-09-13,0.5007
+SNS-EQ-000000120-position,EQ-000000120,FAC-000008,position,17.504,failed,2025-05-07,0.6734
+SNS-EQ-000000120-temperature,EQ-000000120,FAC-000008,temperature,23.647,current,2024-07-01,0.5831
+SNS-EQ-000000120-pressure,EQ-000000120,FAC-000008,pressure,19.886,current,2025-06-06,0.6369
+SNS-EQ-000000121-vibration,EQ-000000121,FAC-000008,vibration,2.644,current,2024-08-17,0.889
+SNS-EQ-000000121-flow,EQ-000000121,FAC-000008,flow,8.296,current,2025-11-20,0.7575
+SNS-EQ-000000121-pressure,EQ-000000121,FAC-000008,pressure,9.848,current,2024-07-27,0.7145
+SNS-EQ-000000122-pressure,EQ-000000122,FAC-000008,pressure,10.278,current,2024-05-03,0.6347
+SNS-EQ-000000122-flow,EQ-000000122,FAC-000008,flow,6.533,current,2025-09-04,0.4117
+SNS-EQ-000000122-temperature,EQ-000000122,FAC-000008,temperature,5.208,current,2025-05-13,0.7592
+SNS-EQ-000000122-oil_quality,EQ-000000122,FAC-000008,oil_quality,5.734,overdue,2025-04-22,0.5082
+SNS-EQ-000000123-position,EQ-000000123,FAC-000008,position,17.251,due_soon,2025-07-01,0.6424
+SNS-EQ-000000123-oil_quality,EQ-000000123,FAC-000008,oil_quality,23.007,current,2025-02-28,0.4936
+SNS-EQ-000000124-flow,EQ-000000124,FAC-000008,flow,5.712,current,2025-06-15,0.7882
+SNS-EQ-000000124-oil_quality,EQ-000000124,FAC-000008,oil_quality,5.94,current,2024-03-13,0.8727
+SNS-EQ-000000124-pressure,EQ-000000124,FAC-000008,pressure,9.83,current,2025-09-26,0.6219
+SNS-EQ-000000125-position,EQ-000000125,FAC-000008,position,12.09,overdue,2025-04-08,0.6274
+SNS-EQ-000000125-oil_quality,EQ-000000125,FAC-000008,oil_quality,8.111,current,2025-12-13,0.7827
+SNS-EQ-000000125-vibration,EQ-000000125,FAC-000008,vibration,3.487,current,2025-06-10,0.8527
+SNS-EQ-000000126-flow,EQ-000000126,FAC-000008,flow,21.643,current,2024-04-24,0.5541
+SNS-EQ-000000126-temperature,EQ-000000126,FAC-000008,temperature,28.05,overdue,2025-12-08,0.05
+SNS-EQ-000000126-pressure,EQ-000000126,FAC-000008,pressure,24.718,current,2024-01-23,0.684
+SNS-EQ-000000126-vibration,EQ-000000126,FAC-000008,vibration,20.6,current,2024-06-28,0.3829
+SNS-EQ-000000127-flow,EQ-000000127,FAC-000008,flow,18.06,due_soon,2024-07-31,0.7131
+SNS-EQ-000000127-vibration,EQ-000000127,FAC-000008,vibration,16.699,due_soon,2025-08-22,0.805
+SNS-EQ-000000127-temperature,EQ-000000127,FAC-000008,temperature,19.522,current,2025-04-09,0.6633
+SNS-EQ-000000128-oil_quality,EQ-000000128,FAC-000008,oil_quality,3.778,current,2024-06-22,0.6149
+SNS-EQ-000000128-flow,EQ-000000128,FAC-000008,flow,7.809,current,2025-12-03,0.6108
+SNS-EQ-000000129-flow,EQ-000000129,FAC-000008,flow,9.723,overdue,2024-10-25,0.6262
+SNS-EQ-000000129-pressure,EQ-000000129,FAC-000008,pressure,8.409,current,2025-04-17,0.7674
+SNS-EQ-000000130-position,EQ-000000130,FAC-000008,position,2.13,failed,2024-05-17,0.8652
+SNS-EQ-000000130-pressure,EQ-000000130,FAC-000008,pressure,-5.353,current,2024-12-25,0.7815
+SNS-EQ-000000130-flow,EQ-000000130,FAC-000008,flow,8.226,current,2024-03-25,0.716
+SNS-EQ-000000131-pressure,EQ-000000131,FAC-000008,pressure,24.425,current,2024-08-20,0.6161
+SNS-EQ-000000131-vibration,EQ-000000131,FAC-000008,vibration,28.181,current,2024-02-12,0.4315
+SNS-EQ-000000131-position,EQ-000000131,FAC-000008,position,30.768,current,2024-08-01,0.5212
+SNS-EQ-000000131-temperature,EQ-000000131,FAC-000008,temperature,27.714,current,2025-12-27,0.5057
+SNS-EQ-000000132-vibration,EQ-000000132,FAC-000008,vibration,19.147,current,2025-01-19,0.4708
+SNS-EQ-000000132-flow,EQ-000000132,FAC-000008,flow,22.959,failed,2024-07-21,0.6563
+SNS-EQ-000000132-pressure,EQ-000000132,FAC-000008,pressure,15.477,current,2025-08-05,0.6643
+SNS-EQ-000000133-flow,EQ-000000133,FAC-000008,flow,21.374,current,2024-07-21,0.7076
+SNS-EQ-000000133-pressure,EQ-000000133,FAC-000008,pressure,20.59,due_soon,2024-08-04,0.5095
+SNS-EQ-000000133-temperature,EQ-000000133,FAC-000008,temperature,20.328,current,2025-02-10,0.7077
+SNS-EQ-000000133-oil_quality,EQ-000000133,FAC-000008,oil_quality,20.178,current,2024-02-09,0.2716
+SNS-EQ-000000134-temperature,EQ-000000134,FAC-000008,temperature,19.938,current,2024-04-10,0.5423
+SNS-EQ-000000134-flow,EQ-000000134,FAC-000008,flow,16.06,current,2024-04-11,0.8072
+SNS-EQ-000000134-vibration,EQ-000000134,FAC-000008,vibration,18.077,current,2025-11-06,0.4877
+SNS-EQ-000000134-pressure,EQ-000000134,FAC-000008,pressure,20.51,current,2024-10-12,0.7401
+SNS-EQ-000000135-flow,EQ-000000135,FAC-000008,flow,12.47,current,2024-08-01,0.683
+SNS-EQ-000000135-vibration,EQ-000000135,FAC-000008,vibration,14.918,current,2025-07-05,0.5949
+SNS-EQ-000000135-pressure,EQ-000000135,FAC-000008,pressure,12.296,current,2025-05-02,0.4213
+SNS-EQ-000000136-vibration,EQ-000000136,FAC-000009,vibration,15.687,current,2024-04-29,0.5243
+SNS-EQ-000000136-temperature,EQ-000000136,FAC-000009,temperature,16.303,current,2024-02-18,0.6022
+SNS-EQ-000000137-oil_quality,EQ-000000137,FAC-000009,oil_quality,19.96,current,2024-09-02,0.4114
+SNS-EQ-000000137-temperature,EQ-000000137,FAC-000009,temperature,16.267,overdue,2024-11-14,0.7786
+SNS-EQ-000000137-position,EQ-000000137,FAC-000009,position,18.212,current,2024-08-28,0.237
+SNS-EQ-000000137-pressure,EQ-000000137,FAC-000009,pressure,14.195,current,2025-05-24,0.7346
+SNS-EQ-000000138-flow,EQ-000000138,FAC-000009,flow,8.219,current,2025-02-15,0.5472
+SNS-EQ-000000138-vibration,EQ-000000138,FAC-000009,vibration,9.533,current,2024-09-04,0.8593
+SNS-EQ-000000138-temperature,EQ-000000138,FAC-000009,temperature,11.478,current,2025-03-23,0.4987
+SNS-EQ-000000139-oil_quality,EQ-000000139,FAC-000009,oil_quality,16.119,overdue,2024-08-28,0.6071
+SNS-EQ-000000139-flow,EQ-000000139,FAC-000009,flow,11.305,current,2024-11-10,0.7204
+SNS-EQ-000000140-pressure,EQ-000000140,FAC-000009,pressure,7.011,due_soon,2024-03-03,0.5929
+SNS-EQ-000000140-oil_quality,EQ-000000140,FAC-000009,oil_quality,11.596,due_soon,2025-05-07,0.39
+SNS-EQ-000000141-flow,EQ-000000141,FAC-000009,flow,7.263,overdue,2024-11-27,0.7597
+SNS-EQ-000000141-temperature,EQ-000000141,FAC-000009,temperature,0.415,due_soon,2025-08-23,0.5721
+SNS-EQ-000000141-vibration,EQ-000000141,FAC-000009,vibration,4.28,current,2024-12-01,0.5246
+SNS-EQ-000000141-pressure,EQ-000000141,FAC-000009,pressure,8.36,current,2024-10-12,0.6387
+SNS-EQ-000000142-pressure,EQ-000000142,FAC-000009,pressure,13.396,overdue,2024-09-23,0.5918
+SNS-EQ-000000142-oil_quality,EQ-000000142,FAC-000009,oil_quality,18.383,current,2024-05-25,0.5882
+SNS-EQ-000000143-flow,EQ-000000143,FAC-000009,flow,20.164,current,2024-07-13,0.5457
+SNS-EQ-000000143-oil_quality,EQ-000000143,FAC-000009,oil_quality,31.816,overdue,2024-07-07,0.3089
+SNS-EQ-000000144-vibration,EQ-000000144,FAC-000009,vibration,9.161,current,2024-05-31,0.6478
+SNS-EQ-000000144-oil_quality,EQ-000000144,FAC-000009,oil_quality,11.311,current,2025-07-25,0.2562
+SNS-EQ-000000144-position,EQ-000000144,FAC-000009,position,8.075,overdue,2024-03-18,0.7343
+SNS-EQ-000000145-oil_quality,EQ-000000145,FAC-000009,oil_quality,13.026,current,2024-03-05,0.6524
+SNS-EQ-000000145-pressure,EQ-000000145,FAC-000009,pressure,11.787,current,2024-12-29,0.575
+SNS-EQ-000000146-flow,EQ-000000146,FAC-000009,flow,2.393,current,2025-06-29,0.7666
+SNS-EQ-000000146-pressure,EQ-000000146,FAC-000009,pressure,5.271,current,2024-10-27,0.7202
+SNS-EQ-000000147-pressure,EQ-000000147,FAC-000009,pressure,15.382,current,2024-02-15,0.6469
+SNS-EQ-000000147-vibration,EQ-000000147,FAC-000009,vibration,23.029,overdue,2025-02-03,0.5826
+SNS-EQ-000000147-temperature,EQ-000000147,FAC-000009,temperature,10.141,overdue,2024-07-17,0.8208
+SNS-EQ-000000148-temperature,EQ-000000148,FAC-000009,temperature,1.849,current,2025-09-23,0.5351
+SNS-EQ-000000148-flow,EQ-000000148,FAC-000009,flow,1.808,current,2024-03-14,0.6517
+SNS-EQ-000000148-oil_quality,EQ-000000148,FAC-000009,oil_quality,10.44,overdue,2025-07-10,0.7814
+SNS-EQ-000000149-oil_quality,EQ-000000149,FAC-000009,oil_quality,6.599,current,2025-08-01,0.5113
+SNS-EQ-000000149-flow,EQ-000000149,FAC-000009,flow,8.708,current,2025-08-08,0.6681
+SNS-EQ-000000149-pressure,EQ-000000149,FAC-000009,pressure,14.212,current,2024-05-28,0.7285
+SNS-EQ-000000150-flow,EQ-000000150,FAC-000009,flow,9.7,current,2024-08-30,0.6727
+SNS-EQ-000000150-pressure,EQ-000000150,FAC-000009,pressure,5.991,current,2025-11-17,0.8712
+SNS-EQ-000000150-oil_quality,EQ-000000150,FAC-000009,oil_quality,1.494,current,2024-07-23,0.3932
+SNS-EQ-000000150-position,EQ-000000150,FAC-000009,position,-1.121,overdue,2025-04-21,0.7978
+SNS-EQ-000000151-flow,EQ-000000151,FAC-000009,flow,9.331,current,2025-06-04,0.7142
+SNS-EQ-000000151-pressure,EQ-000000151,FAC-000009,pressure,14.541,due_soon,2025-10-27,0.6615
+SNS-EQ-000000152-pressure,EQ-000000152,FAC-000009,pressure,12.527,current,2024-04-26,0.8374
+SNS-EQ-000000152-temperature,EQ-000000152,FAC-000009,temperature,11.324,due_soon,2024-08-01,0.6092
+SNS-EQ-000000153-oil_quality,EQ-000000153,FAC-000009,oil_quality,15.213,current,2025-11-13,0.3832
+SNS-EQ-000000153-temperature,EQ-000000153,FAC-000009,temperature,11.889,overdue,2024-04-11,0.3826
+SNS-EQ-000000154-position,EQ-000000154,FAC-000009,position,15.877,current,2025-12-27,0.6267
+SNS-EQ-000000154-pressure,EQ-000000154,FAC-000009,pressure,24.685,current,2025-05-31,0.6328
+SNS-EQ-000000155-position,EQ-000000155,FAC-000010,position,-1.101,overdue,2024-10-17,0.9039
+SNS-EQ-000000155-flow,EQ-000000155,FAC-000010,flow,1.294,current,2024-08-12,0.7649
+SNS-EQ-000000155-vibration,EQ-000000155,FAC-000010,vibration,2.508,current,2025-06-07,0.7842
+SNS-EQ-000000156-pressure,EQ-000000156,FAC-000010,pressure,13.323,overdue,2024-11-29,0.6848
+SNS-EQ-000000156-temperature,EQ-000000156,FAC-000010,temperature,13.571,current,2025-01-02,0.636
+SNS-EQ-000000156-vibration,EQ-000000156,FAC-000010,vibration,17.159,current,2024-07-04,0.5106
+SNS-EQ-000000156-position,EQ-000000156,FAC-000010,position,18.034,current,2025-03-30,0.1783
+SNS-EQ-000000157-position,EQ-000000157,FAC-000010,position,10.46,overdue,2025-04-20,0.5153
+SNS-EQ-000000157-temperature,EQ-000000157,FAC-000010,temperature,7.465,current,2024-02-28,0.8732
+SNS-EQ-000000157-vibration,EQ-000000157,FAC-000010,vibration,6.183,due_soon,2024-09-21,0.4787
+SNS-EQ-000000157-flow,EQ-000000157,FAC-000010,flow,7.483,due_soon,2024-10-11,0.7183
+SNS-EQ-000000158-flow,EQ-000000158,FAC-000010,flow,17.836,overdue,2024-05-09,0.6374
+SNS-EQ-000000158-oil_quality,EQ-000000158,FAC-000010,oil_quality,21.334,current,2024-03-28,0.5392
+SNS-EQ-000000158-pressure,EQ-000000158,FAC-000010,pressure,13.336,due_soon,2024-07-28,0.4827
+SNS-EQ-000000159-vibration,EQ-000000159,FAC-000010,vibration,4.635,current,2024-01-03,0.7454
+SNS-EQ-000000159-oil_quality,EQ-000000159,FAC-000010,oil_quality,3.491,overdue,2024-05-30,0.597
+SNS-EQ-000000159-temperature,EQ-000000159,FAC-000010,temperature,5.691,current,2024-04-20,0.8151
+SNS-EQ-000000159-position,EQ-000000159,FAC-000010,position,9.633,overdue,2024-05-15,0.5896
+SNS-EQ-000000160-flow,EQ-000000160,FAC-000010,flow,1.369,due_soon,2025-05-11,0.7281
+SNS-EQ-000000160-temperature,EQ-000000160,FAC-000010,temperature,-1.433,due_soon,2024-08-30,0.9605
+SNS-EQ-000000160-pressure,EQ-000000160,FAC-000010,pressure,4.173,overdue,2024-09-11,0.9124
+SNS-EQ-000000161-vibration,EQ-000000161,FAC-000010,vibration,22.958,current,2024-02-28,0.2118
+SNS-EQ-000000161-flow,EQ-000000161,FAC-000010,flow,26.509,current,2024-02-04,0.6935
+SNS-EQ-000000161-oil_quality,EQ-000000161,FAC-000010,oil_quality,28.045,current,2025-12-15,0.5639
+SNS-EQ-000000162-vibration,EQ-000000162,FAC-000010,vibration,9.159,overdue,2024-04-13,0.4479
+SNS-EQ-000000162-flow,EQ-000000162,FAC-000010,flow,8.396,current,2024-11-07,0.7589
+SNS-EQ-000000163-position,EQ-000000163,FAC-000010,position,10.808,current,2024-04-20,0.5534
+SNS-EQ-000000163-flow,EQ-000000163,FAC-000010,flow,9.656,due_soon,2025-09-20,0.7543
+SNS-EQ-000000163-oil_quality,EQ-000000163,FAC-000010,oil_quality,10.834,current,2024-07-31,0.8133
+SNS-EQ-000000164-position,EQ-000000164,FAC-000010,position,2.748,current,2024-11-24,0.5609
+SNS-EQ-000000164-vibration,EQ-000000164,FAC-000010,vibration,8.577,current,2025-01-18,0.7289
+SNS-EQ-000000165-flow,EQ-000000165,FAC-000010,flow,11.695,overdue,2025-02-05,0.7908
+SNS-EQ-000000165-temperature,EQ-000000165,FAC-000010,temperature,15.811,overdue,2025-01-31,0.5854
+SNS-EQ-000000165-oil_quality,EQ-000000165,FAC-000010,oil_quality,5.003,failed,2024-04-12,0.9135
+SNS-EQ-000000165-vibration,EQ-000000165,FAC-000010,vibration,14.306,overdue,2024-06-01,0.5411
+SNS-EQ-000000166-temperature,EQ-000000166,FAC-000010,temperature,2.171,failed,2025-05-19,0.7595
+SNS-EQ-000000166-oil_quality,EQ-000000166,FAC-000010,oil_quality,6.606,current,2024-03-26,0.6649
+SNS-EQ-000000166-pressure,EQ-000000166,FAC-000010,pressure,11.752,current,2024-11-15,0.6243
+SNS-EQ-000000167-temperature,EQ-000000167,FAC-000010,temperature,9.163,due_soon,2024-08-01,0.5942
+SNS-EQ-000000167-pressure,EQ-000000167,FAC-000010,pressure,9.509,current,2024-02-23,0.7069
+SNS-EQ-000000168-vibration,EQ-000000168,FAC-000010,vibration,9.898,current,2025-10-13,0.7472
+SNS-EQ-000000168-flow,EQ-000000168,FAC-000010,flow,12.721,due_soon,2025-01-02,0.4736
+SNS-EQ-000000168-temperature,EQ-000000168,FAC-000010,temperature,10.324,current,2025-06-23,0.3039
+SNS-EQ-000000168-pressure,EQ-000000168,FAC-000010,pressure,5.671,current,2025-07-30,0.686
+SNS-EQ-000000169-vibration,EQ-000000169,FAC-000011,vibration,18.816,current,2025-05-17,0.6249
+SNS-EQ-000000169-pressure,EQ-000000169,FAC-000011,pressure,20.114,current,2025-11-06,0.6271
+SNS-EQ-000000169-oil_quality,EQ-000000169,FAC-000011,oil_quality,21.666,due_soon,2024-06-28,0.6008
+SNS-EQ-000000169-temperature,EQ-000000169,FAC-000011,temperature,22.507,current,2025-07-11,0.3148
+SNS-EQ-000000170-flow,EQ-000000170,FAC-000011,flow,18.681,current,2025-05-06,0.6042
+SNS-EQ-000000170-position,EQ-000000170,FAC-000011,position,21.138,due_soon,2025-08-24,0.5373
+SNS-EQ-000000171-pressure,EQ-000000171,FAC-000011,pressure,8.734,due_soon,2024-10-10,0.7228
+SNS-EQ-000000171-oil_quality,EQ-000000171,FAC-000011,oil_quality,16.398,current,2024-04-15,0.6692
+SNS-EQ-000000171-position,EQ-000000171,FAC-000011,position,9.214,overdue,2025-04-11,0.629
+SNS-EQ-000000172-temperature,EQ-000000172,FAC-000011,temperature,14.239,current,2024-04-08,0.6926
+SNS-EQ-000000172-vibration,EQ-000000172,FAC-000011,vibration,14.263,due_soon,2024-11-09,0.5089
+SNS-EQ-000000172-position,EQ-000000172,FAC-000011,position,12.103,current,2024-10-22,0.6995
+SNS-EQ-000000172-oil_quality,EQ-000000172,FAC-000011,oil_quality,18.712,due_soon,2025-12-09,0.4593
+SNS-EQ-000000173-flow,EQ-000000173,FAC-000011,flow,12.791,due_soon,2024-07-06,0.7878
+SNS-EQ-000000173-temperature,EQ-000000173,FAC-000011,temperature,8.294,failed,2025-10-24,0.5281
+SNS-EQ-000000174-flow,EQ-000000174,FAC-000011,flow,9.857,current,2025-06-14,0.5738
+SNS-EQ-000000174-pressure,EQ-000000174,FAC-000011,pressure,13.469,current,2025-03-10,0.844
+SNS-EQ-000000175-position,EQ-000000175,FAC-000011,position,8.946,due_soon,2024-04-21,0.4726
+SNS-EQ-000000175-pressure,EQ-000000175,FAC-000011,pressure,5.605,overdue,2024-09-16,0.3478
+SNS-EQ-000000176-temperature,EQ-000000176,FAC-000011,temperature,15.316,current,2024-11-14,0.4514
+SNS-EQ-000000176-oil_quality,EQ-000000176,FAC-000011,oil_quality,18.278,due_soon,2025-03-06,0.5132
+SNS-EQ-000000177-vibration,EQ-000000177,FAC-000011,vibration,5.821,current,2024-05-02,0.6611
+SNS-EQ-000000177-temperature,EQ-000000177,FAC-000011,temperature,8.466,current,2024-04-03,0.79
+SNS-EQ-000000177-flow,EQ-000000177,FAC-000011,flow,9.046,current,2025-12-25,0.5905
+SNS-EQ-000000177-position,EQ-000000177,FAC-000011,position,13.933,current,2024-02-09,0.4524
+SNS-EQ-000000178-position,EQ-000000178,FAC-000011,position,6.327,current,2025-03-15,0.5487
+SNS-EQ-000000178-temperature,EQ-000000178,FAC-000011,temperature,5.775,due_soon,2025-03-24,0.4463
+SNS-EQ-000000178-flow,EQ-000000178,FAC-000011,flow,4.286,due_soon,2025-12-14,0.8993
+SNS-EQ-000000178-vibration,EQ-000000178,FAC-000011,vibration,9.071,due_soon,2025-12-20,0.8255
+SNS-EQ-000000179-position,EQ-000000179,FAC-000011,position,2.242,current,2024-07-29,0.6668
+SNS-EQ-000000179-temperature,EQ-000000179,FAC-000011,temperature,9.122,overdue,2024-01-05,0.5468
+SNS-EQ-000000179-oil_quality,EQ-000000179,FAC-000011,oil_quality,8.825,current,2024-10-11,0.5042
+SNS-EQ-000000180-oil_quality,EQ-000000180,FAC-000011,oil_quality,21.665,current,2025-09-29,0.3636
+SNS-EQ-000000180-temperature,EQ-000000180,FAC-000011,temperature,23.644,due_soon,2025-12-24,0.5628
+SNS-EQ-000000180-flow,EQ-000000180,FAC-000011,flow,25.297,current,2024-03-21,0.2552
+SNS-EQ-000000181-oil_quality,EQ-000000181,FAC-000011,oil_quality,2.524,current,2024-05-10,0.8578
+SNS-EQ-000000181-vibration,EQ-000000181,FAC-000011,vibration,0.54,overdue,2025-09-15,0.623
+SNS-EQ-000000182-flow,EQ-000000182,FAC-000011,flow,19.66,due_soon,2024-12-13,0.7778
+SNS-EQ-000000182-position,EQ-000000182,FAC-000011,position,17.102,current,2025-09-30,0.5706
+SNS-EQ-000000183-vibration,EQ-000000183,FAC-000011,vibration,23.587,due_soon,2025-02-28,0.574
+SNS-EQ-000000183-temperature,EQ-000000183,FAC-000011,temperature,17.788,current,2024-02-02,0.5735
+SNS-EQ-000000183-position,EQ-000000183,FAC-000011,position,16.925,due_soon,2025-03-08,0.6467
+SNS-EQ-000000184-oil_quality,EQ-000000184,FAC-000011,oil_quality,6.916,current,2024-09-17,0.2468
+SNS-EQ-000000184-temperature,EQ-000000184,FAC-000011,temperature,10.608,current,2024-02-07,0.8187
+SNS-EQ-000000184-position,EQ-000000184,FAC-000011,position,9.044,current,2024-12-01,0.6176
+SNS-EQ-000000185-temperature,EQ-000000185,FAC-000011,temperature,7.46,current,2025-01-28,0.4148
+SNS-EQ-000000185-oil_quality,EQ-000000185,FAC-000011,oil_quality,11.169,current,2025-10-01,0.49
+SNS-EQ-000000185-pressure,EQ-000000185,FAC-000011,pressure,7.84,current,2025-03-31,0.6364
+SNS-EQ-000000185-position,EQ-000000185,FAC-000011,position,12.64,current,2024-10-06,0.6343
+SNS-EQ-000000186-vibration,EQ-000000186,FAC-000011,vibration,1.992,due_soon,2024-10-07,0.5705
+SNS-EQ-000000186-position,EQ-000000186,FAC-000011,position,3.533,current,2024-01-16,0.7434
+SNS-EQ-000000186-pressure,EQ-000000186,FAC-000011,pressure,1.05,current,2024-01-06,0.8295
+SNS-EQ-000000186-temperature,EQ-000000186,FAC-000011,temperature,8.616,failed,2025-05-20,0.3039
+SNS-EQ-000000187-position,EQ-000000187,FAC-000011,position,16.43,current,2025-05-04,0.554
+SNS-EQ-000000187-temperature,EQ-000000187,FAC-000011,temperature,15.82,due_soon,2025-12-12,0.5086
+SNS-EQ-000000187-pressure,EQ-000000187,FAC-000011,pressure,26.555,current,2025-10-10,0.2677
+SNS-EQ-000000187-flow,EQ-000000187,FAC-000011,flow,16.518,overdue,2025-05-08,0.4523
+SNS-EQ-000000188-vibration,EQ-000000188,FAC-000011,vibration,12.494,due_soon,2024-04-22,0.7017
+SNS-EQ-000000188-position,EQ-000000188,FAC-000011,position,14.623,current,2025-07-16,0.6799
+SNS-EQ-000000188-flow,EQ-000000188,FAC-000011,flow,24.47,current,2025-02-07,0.5211
+SNS-EQ-000000189-oil_quality,EQ-000000189,FAC-000012,oil_quality,16.927,current,2024-06-16,0.5231
+SNS-EQ-000000189-vibration,EQ-000000189,FAC-000012,vibration,16.704,current,2024-07-21,0.6418
+SNS-EQ-000000189-flow,EQ-000000189,FAC-000012,flow,9.791,due_soon,2025-07-18,0.6795
+SNS-EQ-000000190-pressure,EQ-000000190,FAC-000012,pressure,10.336,current,2024-11-15,0.7337
+SNS-EQ-000000190-flow,EQ-000000190,FAC-000012,flow,15.035,current,2025-10-10,0.7539
+SNS-EQ-000000191-flow,EQ-000000191,FAC-000012,flow,-0.85,current,2024-12-17,0.642
+SNS-EQ-000000191-temperature,EQ-000000191,FAC-000012,temperature,1.841,current,2024-04-25,0.8934
+SNS-EQ-000000192-flow,EQ-000000192,FAC-000012,flow,13.434,current,2025-12-16,0.7032
+SNS-EQ-000000192-oil_quality,EQ-000000192,FAC-000012,oil_quality,11.778,current,2025-11-23,0.7661
+SNS-EQ-000000193-oil_quality,EQ-000000193,FAC-000012,oil_quality,9.18,current,2024-01-16,0.5834
+SNS-EQ-000000193-pressure,EQ-000000193,FAC-000012,pressure,12.739,failed,2025-09-13,0.3173
+SNS-EQ-000000193-position,EQ-000000193,FAC-000012,position,9.776,current,2024-02-29,0.8295
+SNS-EQ-000000194-position,EQ-000000194,FAC-000012,position,9.754,due_soon,2025-01-11,0.7128
+SNS-EQ-000000194-vibration,EQ-000000194,FAC-000012,vibration,12.295,current,2025-05-10,0.8407
+SNS-EQ-000000195-oil_quality,EQ-000000195,FAC-000012,oil_quality,11.556,current,2024-12-08,0.6243
+SNS-EQ-000000195-pressure,EQ-000000195,FAC-000012,pressure,9.918,current,2024-03-12,0.6225
+SNS-EQ-000000195-temperature,EQ-000000195,FAC-000012,temperature,4.606,current,2025-11-04,0.8154
+SNS-EQ-000000196-position,EQ-000000196,FAC-000012,position,12.452,failed,2024-12-09,0.7583
+SNS-EQ-000000196-flow,EQ-000000196,FAC-000012,flow,14.573,current,2025-10-26,0.7098
+SNS-EQ-000000197-temperature,EQ-000000197,FAC-000012,temperature,20.385,due_soon,2024-07-01,0.5944
+SNS-EQ-000000197-position,EQ-000000197,FAC-000012,position,18.346,current,2025-10-11,0.6483
+SNS-EQ-000000197-pressure,EQ-000000197,FAC-000012,pressure,11.346,current,2025-10-18,0.7113
+SNS-EQ-000000198-flow,EQ-000000198,FAC-000012,flow,6.634,current,2025-09-29,0.8628
+SNS-EQ-000000198-pressure,EQ-000000198,FAC-000012,pressure,8.978,current,2025-01-03,0.4814
+SNS-EQ-000000198-vibration,EQ-000000198,FAC-000012,vibration,15.061,current,2025-02-21,0.589
+SNS-EQ-000000198-oil_quality,EQ-000000198,FAC-000012,oil_quality,10.448,failed,2024-12-25,0.8142
+SNS-EQ-000000199-position,EQ-000000199,FAC-000012,position,17.898,due_soon,2025-06-11,0.4831
+SNS-EQ-000000199-oil_quality,EQ-000000199,FAC-000012,oil_quality,15.67,current,2025-04-14,0.5607
+SNS-EQ-000000199-vibration,EQ-000000199,FAC-000012,vibration,15.991,current,2025-09-01,0.3839
+SNS-EQ-000000199-pressure,EQ-000000199,FAC-000012,pressure,19.806,overdue,2024-10-06,0.5651
+SNS-EQ-000000200-temperature,EQ-000000200,FAC-000012,temperature,18.136,due_soon,2025-08-08,0.7388
+SNS-EQ-000000200-position,EQ-000000200,FAC-000012,position,9.251,due_soon,2025-01-22,0.8333
+SNS-EQ-000000201-pressure,EQ-000000201,FAC-000012,pressure,8.558,due_soon,2025-07-06,0.7703
+SNS-EQ-000000201-temperature,EQ-000000201,FAC-000012,temperature,12.598,overdue,2024-05-07,0.6123
+SNS-EQ-000000201-flow,EQ-000000201,FAC-000012,flow,13.138,current,2025-09-11,0.5329
+SNS-EQ-000000202-pressure,EQ-000000202,FAC-000012,pressure,20.548,current,2025-06-06,0.5856
+SNS-EQ-000000202-oil_quality,EQ-000000202,FAC-000012,oil_quality,19.735,current,2024-01-09,0.6865
+SNS-EQ-000000202-flow,EQ-000000202,FAC-000012,flow,19.515,current,2024-02-01,0.6896
+SNS-EQ-000000203-pressure,EQ-000000203,FAC-000012,pressure,12.569,current,2024-12-20,0.7164
+SNS-EQ-000000203-oil_quality,EQ-000000203,FAC-000012,oil_quality,13.748,current,2025-03-21,0.7586
+SNS-EQ-000000204-temperature,EQ-000000204,FAC-000012,temperature,33.926,current,2025-02-01,0.0654
+SNS-EQ-000000204-oil_quality,EQ-000000204,FAC-000012,oil_quality,29.116,current,2025-05-09,0.1812
+SNS-EQ-000000205-oil_quality,EQ-000000205,FAC-000012,oil_quality,17.317,current,2025-10-20,0.6691
+SNS-EQ-000000205-flow,EQ-000000205,FAC-000012,flow,11.72,due_soon,2024-04-06,0.7884
+SNS-EQ-000000205-position,EQ-000000205,FAC-000012,position,10.089,overdue,2025-08-14,0.6755
+SNS-EQ-000000205-temperature,EQ-000000205,FAC-000012,temperature,23.634,current,2025-06-02,0.1058
+SNS-EQ-000000206-flow,EQ-000000206,FAC-000013,flow,22.642,current,2025-08-19,0.5413
+SNS-EQ-000000206-vibration,EQ-000000206,FAC-000013,vibration,12.621,current,2025-09-21,0.5546
+SNS-EQ-000000207-temperature,EQ-000000207,FAC-000013,temperature,16.373,current,2024-11-15,0.7094
+SNS-EQ-000000207-oil_quality,EQ-000000207,FAC-000013,oil_quality,15.634,due_soon,2024-09-24,0.2788
+SNS-EQ-000000208-oil_quality,EQ-000000208,FAC-000013,oil_quality,11.066,due_soon,2025-03-04,0.604
+SNS-EQ-000000208-pressure,EQ-000000208,FAC-000013,pressure,18.052,due_soon,2024-02-18,0.5165
+SNS-EQ-000000209-vibration,EQ-000000209,FAC-000013,vibration,-0.537,current,2025-04-05,0.9454
+SNS-EQ-000000209-temperature,EQ-000000209,FAC-000013,temperature,1.742,current,2025-09-25,0.9464
+SNS-EQ-000000209-flow,EQ-000000209,FAC-000013,flow,4.301,current,2025-08-06,0.808
+SNS-EQ-000000209-oil_quality,EQ-000000209,FAC-000013,oil_quality,8.032,overdue,2025-08-29,0.6263
+SNS-EQ-000000210-flow,EQ-000000210,FAC-000013,flow,3.859,current,2025-08-13,0.6784
+SNS-EQ-000000210-pressure,EQ-000000210,FAC-000013,pressure,3.345,failed,2024-02-10,0.8614
+SNS-EQ-000000210-oil_quality,EQ-000000210,FAC-000013,oil_quality,-4.01,current,2024-09-30,0.796
+SNS-EQ-000000211-oil_quality,EQ-000000211,FAC-000013,oil_quality,11.163,current,2024-01-08,0.657
+SNS-EQ-000000211-position,EQ-000000211,FAC-000013,position,9.945,current,2025-03-01,0.3728
+SNS-EQ-000000212-temperature,EQ-000000212,FAC-000013,temperature,4.997,current,2024-08-10,0.793
+SNS-EQ-000000212-position,EQ-000000212,FAC-000013,position,4.427,current,2025-10-10,0.751
+SNS-EQ-000000212-vibration,EQ-000000212,FAC-000013,vibration,7.213,overdue,2024-10-19,0.7011
+SNS-EQ-000000212-oil_quality,EQ-000000212,FAC-000013,oil_quality,4.053,failed,2024-08-03,0.7938
+SNS-EQ-000000213-temperature,EQ-000000213,FAC-000013,temperature,-2.219,overdue,2024-11-16,0.9399
+SNS-EQ-000000213-flow,EQ-000000213,FAC-000013,flow,0.925,due_soon,2024-10-14,0.789
+SNS-EQ-000000213-position,EQ-000000213,FAC-000013,position,2.456,current,2025-11-19,0.8912
+SNS-EQ-000000214-temperature,EQ-000000214,FAC-000013,temperature,18.931,current,2024-10-09,0.5932
+SNS-EQ-000000214-flow,EQ-000000214,FAC-000013,flow,13.091,current,2024-02-04,0.4915
+SNS-EQ-000000214-oil_quality,EQ-000000214,FAC-000013,oil_quality,7.965,due_soon,2024-06-14,0.3212
+SNS-EQ-000000215-temperature,EQ-000000215,FAC-000013,temperature,23.186,current,2024-11-01,0.7197
+SNS-EQ-000000215-vibration,EQ-000000215,FAC-000013,vibration,13.385,current,2025-02-03,0.5972
+SNS-EQ-000000216-oil_quality,EQ-000000216,FAC-000013,oil_quality,11.177,current,2025-01-10,0.5783
+SNS-EQ-000000216-position,EQ-000000216,FAC-000013,position,12.157,current,2025-08-29,0.6518
+SNS-EQ-000000216-vibration,EQ-000000216,FAC-000013,vibration,14.896,current,2024-10-20,0.4744
+SNS-EQ-000000217-oil_quality,EQ-000000217,FAC-000013,oil_quality,8.473,current,2024-12-01,0.6231
+SNS-EQ-000000217-position,EQ-000000217,FAC-000013,position,10.743,current,2024-03-30,0.3696
+SNS-EQ-000000217-pressure,EQ-000000217,FAC-000013,pressure,5.803,current,2025-06-07,0.5192
+SNS-EQ-000000217-vibration,EQ-000000217,FAC-000013,vibration,9.007,current,2024-07-30,0.8709
+SNS-EQ-000000218-temperature,EQ-000000218,FAC-000013,temperature,6.603,current,2025-06-17,0.3341
+SNS-EQ-000000218-flow,EQ-000000218,FAC-000013,flow,10.747,overdue,2024-09-07,0.612
+SNS-EQ-000000218-oil_quality,EQ-000000218,FAC-000013,oil_quality,12.0,current,2025-06-04,0.7306
+SNS-EQ-000000219-pressure,EQ-000000219,FAC-000013,pressure,0.05,current,2025-12-20,0.9093
+SNS-EQ-000000219-position,EQ-000000219,FAC-000013,position,4.21,due_soon,2024-05-13,0.6338
+SNS-EQ-000000220-flow,EQ-000000220,FAC-000013,flow,24.108,overdue,2024-06-10,0.4759
+SNS-EQ-000000220-pressure,EQ-000000220,FAC-000013,pressure,22.937,overdue,2025-10-01,0.4237
+SNS-EQ-000000220-temperature,EQ-000000220,FAC-000013,temperature,18.667,current,2024-04-18,0.7465
+SNS-EQ-000000221-vibration,EQ-000000221,FAC-000013,vibration,13.775,overdue,2025-04-10,0.7382
+SNS-EQ-000000221-position,EQ-000000221,FAC-000013,position,19.22,current,2024-03-27,0.6324
+SNS-EQ-000000221-temperature,EQ-000000221,FAC-000013,temperature,24.322,overdue,2025-12-27,0.453
+SNS-EQ-000000222-position,EQ-000000222,FAC-000013,position,14.943,current,2025-08-27,0.7231
+SNS-EQ-000000222-oil_quality,EQ-000000222,FAC-000013,oil_quality,11.566,current,2025-05-30,0.7466
+SNS-EQ-000000222-vibration,EQ-000000222,FAC-000013,vibration,18.953,current,2024-08-23,0.6496
+SNS-EQ-000000223-flow,EQ-000000223,FAC-000013,flow,19.734,overdue,2025-04-04,0.6914
+SNS-EQ-000000223-pressure,EQ-000000223,FAC-000013,pressure,24.53,current,2024-07-19,0.5986
+SNS-EQ-000000223-vibration,EQ-000000223,FAC-000013,vibration,24.087,current,2025-03-26,0.2261
+SNS-EQ-000000223-temperature,EQ-000000223,FAC-000013,temperature,21.875,current,2024-10-28,0.5654
+SNS-EQ-000000224-temperature,EQ-000000224,FAC-000013,temperature,16.428,overdue,2025-06-21,0.7007
+SNS-EQ-000000224-position,EQ-000000224,FAC-000013,position,17.864,current,2025-12-14,0.709
+SNS-EQ-000000224-vibration,EQ-000000224,FAC-000013,vibration,19.94,current,2024-01-13,0.5011
+SNS-EQ-000000224-pressure,EQ-000000224,FAC-000013,pressure,24.546,failed,2025-06-12,0.3897
+SNS-EQ-000000225-position,EQ-000000225,FAC-000013,position,10.432,due_soon,2025-05-16,0.7252
+SNS-EQ-000000225-flow,EQ-000000225,FAC-000013,flow,10.214,overdue,2025-02-16,0.4351
+SNS-EQ-000000225-temperature,EQ-000000225,FAC-000013,temperature,9.469,current,2024-04-11,0.525
+SNS-EQ-000000225-pressure,EQ-000000225,FAC-000013,pressure,12.248,due_soon,2025-11-28,0.6668
+SNS-EQ-000000226-temperature,EQ-000000226,FAC-000013,temperature,14.753,current,2024-09-02,0.748
+SNS-EQ-000000226-vibration,EQ-000000226,FAC-000013,vibration,7.316,overdue,2024-12-02,0.7768
+SNS-EQ-000000226-pressure,EQ-000000226,FAC-000013,pressure,11.698,due_soon,2024-10-03,0.8406
+SNS-EQ-000000226-oil_quality,EQ-000000226,FAC-000013,oil_quality,13.124,current,2025-12-19,0.7936
+SNS-EQ-000000227-vibration,EQ-000000227,FAC-000013,vibration,4.099,current,2025-08-15,0.7817
+SNS-EQ-000000227-oil_quality,EQ-000000227,FAC-000013,oil_quality,8.439,due_soon,2025-07-16,0.7763
+SNS-EQ-000000227-temperature,EQ-000000227,FAC-000013,temperature,0.549,current,2024-10-06,0.9555
+SNS-EQ-000000228-temperature,EQ-000000228,FAC-000014,temperature,10.289,current,2025-01-25,0.4491
+SNS-EQ-000000228-vibration,EQ-000000228,FAC-000014,vibration,12.38,current,2025-11-20,0.5747
+SNS-EQ-000000228-pressure,EQ-000000228,FAC-000014,pressure,5.896,current,2025-07-23,0.7055
+SNS-EQ-000000228-flow,EQ-000000228,FAC-000014,flow,17.644,current,2025-10-15,0.6195
+SNS-EQ-000000229-pressure,EQ-000000229,FAC-000014,pressure,5.002,current,2025-07-05,0.5514
+SNS-EQ-000000229-position,EQ-000000229,FAC-000014,position,2.459,due_soon,2025-07-10,0.8599
+SNS-EQ-000000229-flow,EQ-000000229,FAC-000014,flow,5.966,current,2025-07-19,0.6958
+SNS-EQ-000000229-temperature,EQ-000000229,FAC-000014,temperature,2.264,current,2025-06-24,0.5869
+SNS-EQ-000000230-position,EQ-000000230,FAC-000014,position,2.673,current,2025-06-08,0.495
+SNS-EQ-000000230-vibration,EQ-000000230,FAC-000014,vibration,2.776,due_soon,2024-11-04,0.7566
+SNS-EQ-000000230-flow,EQ-000000230,FAC-000014,flow,7.671,due_soon,2025-11-21,0.4737
+SNS-EQ-000000230-temperature,EQ-000000230,FAC-000014,temperature,3.227,due_soon,2024-06-08,0.7294
+SNS-EQ-000000231-oil_quality,EQ-000000231,FAC-000014,oil_quality,15.737,due_soon,2025-12-16,0.4379
+SNS-EQ-000000231-position,EQ-000000231,FAC-000014,position,14.153,current,2024-09-09,0.7043
+SNS-EQ-000000232-flow,EQ-000000232,FAC-000014,flow,16.164,current,2025-10-04,0.4869
+SNS-EQ-000000232-oil_quality,EQ-000000232,FAC-000014,oil_quality,11.181,current,2024-07-07,0.842
+SNS-EQ-000000232-position,EQ-000000232,FAC-000014,position,11.796,due_soon,2024-08-05,0.7527
+SNS-EQ-000000232-temperature,EQ-000000232,FAC-000014,temperature,8.55,current,2025-12-22,0.5318
+SNS-EQ-000000233-position,EQ-000000233,FAC-000014,position,6.384,current,2024-11-22,0.7246
+SNS-EQ-000000233-oil_quality,EQ-000000233,FAC-000014,oil_quality,5.351,current,2025-07-20,0.7318
+SNS-EQ-000000234-pressure,EQ-000000234,FAC-000014,pressure,19.457,due_soon,2024-05-16,0.6365
+SNS-EQ-000000234-flow,EQ-000000234,FAC-000014,flow,15.688,current,2024-04-06,0.6041
+SNS-EQ-000000234-oil_quality,EQ-000000234,FAC-000014,oil_quality,14.506,current,2024-11-22,0.6029
+SNS-EQ-000000235-oil_quality,EQ-000000235,FAC-000014,oil_quality,8.02,current,2024-10-12,0.7144
+SNS-EQ-000000235-pressure,EQ-000000235,FAC-000014,pressure,-2.404,current,2025-09-23,0.7604
+SNS-EQ-000000235-flow,EQ-000000235,FAC-000014,flow,5.963,due_soon,2024-02-13,0.8266
+SNS-EQ-000000236-oil_quality,EQ-000000236,FAC-000014,oil_quality,16.204,current,2025-10-01,0.6603
+SNS-EQ-000000236-vibration,EQ-000000236,FAC-000014,vibration,12.078,due_soon,2024-02-08,0.7376
+SNS-EQ-000000236-temperature,EQ-000000236,FAC-000014,temperature,14.637,current,2025-03-28,0.3246
+SNS-EQ-000000236-flow,EQ-000000236,FAC-000014,flow,19.795,current,2024-03-18,0.691
+SNS-EQ-000000237-pressure,EQ-000000237,FAC-000014,pressure,15.398,current,2025-01-24,0.6068
+SNS-EQ-000000237-vibration,EQ-000000237,FAC-000014,vibration,6.213,current,2024-08-29,0.5659
+SNS-EQ-000000237-oil_quality,EQ-000000237,FAC-000014,oil_quality,6.325,due_soon,2024-10-26,0.5962
+SNS-EQ-000000237-position,EQ-000000237,FAC-000014,position,8.01,current,2025-06-07,0.5444
+SNS-EQ-000000238-temperature,EQ-000000238,FAC-000014,temperature,5.577,current,2024-08-06,0.8562
+SNS-EQ-000000238-flow,EQ-000000238,FAC-000014,flow,8.14,overdue,2025-08-03,0.4526
+SNS-EQ-000000239-pressure,EQ-000000239,FAC-000014,pressure,1.467,current,2025-01-21,0.6875
+SNS-EQ-000000239-flow,EQ-000000239,FAC-000014,flow,7.317,due_soon,2024-03-17,0.7391
+SNS-EQ-000000239-position,EQ-000000239,FAC-000014,position,4.693,current,2024-05-02,0.643
+SNS-EQ-000000240-oil_quality,EQ-000000240,FAC-000014,oil_quality,6.838,overdue,2025-11-28,0.6643
+SNS-EQ-000000240-vibration,EQ-000000240,FAC-000014,vibration,5.127,current,2024-08-06,0.6812
+SNS-EQ-000000241-temperature,EQ-000000241,FAC-000014,temperature,14.134,due_soon,2025-12-19,0.5085
+SNS-EQ-000000241-pressure,EQ-000000241,FAC-000014,pressure,12.812,due_soon,2025-05-16,0.7291
+SNS-EQ-000000241-flow,EQ-000000241,FAC-000014,flow,11.444,overdue,2024-06-12,0.6865
+SNS-EQ-000000242-position,EQ-000000242,FAC-000014,position,8.345,current,2024-01-06,0.8112
+SNS-EQ-000000242-pressure,EQ-000000242,FAC-000014,pressure,6.154,current,2024-10-03,0.5581
+SNS-EQ-000000242-oil_quality,EQ-000000242,FAC-000014,oil_quality,4.424,overdue,2025-03-19,0.5751
+SNS-EQ-000000243-vibration,EQ-000000243,FAC-000014,vibration,16.157,overdue,2025-01-10,0.6729
+SNS-EQ-000000243-flow,EQ-000000243,FAC-000014,flow,13.643,current,2024-06-09,0.7973
+SNS-EQ-000000243-position,EQ-000000243,FAC-000014,position,10.435,current,2024-10-02,0.8424
+SNS-EQ-000000244-vibration,EQ-000000244,FAC-000014,vibration,14.283,current,2024-07-26,0.6026
+SNS-EQ-000000244-position,EQ-000000244,FAC-000014,position,16.607,due_soon,2024-10-04,0.6991
+SNS-EQ-000000244-pressure,EQ-000000244,FAC-000014,pressure,18.679,current,2025-01-13,0.4193
+SNS-EQ-000000245-temperature,EQ-000000245,FAC-000014,temperature,13.487,current,2025-07-12,0.5693
+SNS-EQ-000000245-pressure,EQ-000000245,FAC-000014,pressure,13.695,overdue,2025-04-23,0.5451
+SNS-EQ-000000245-vibration,EQ-000000245,FAC-000014,vibration,14.085,current,2024-12-12,0.5816
+SNS-EQ-000000246-temperature,EQ-000000246,FAC-000014,temperature,5.379,current,2024-12-28,0.617
+SNS-EQ-000000246-vibration,EQ-000000246,FAC-000014,vibration,7.102,current,2024-04-25,0.6425
+SNS-EQ-000000247-temperature,EQ-000000247,FAC-000015,temperature,7.219,current,2024-02-25,0.6352
+SNS-EQ-000000247-vibration,EQ-000000247,FAC-000015,vibration,2.97,current,2025-07-25,0.6416
+SNS-EQ-000000247-pressure,EQ-000000247,FAC-000015,pressure,2.532,current,2024-11-26,0.718
+SNS-EQ-000000248-pressure,EQ-000000248,FAC-000015,pressure,20.432,overdue,2024-05-12,0.7396
+SNS-EQ-000000248-vibration,EQ-000000248,FAC-000015,vibration,17.756,current,2025-04-12,0.4492
+SNS-EQ-000000248-flow,EQ-000000248,FAC-000015,flow,28.629,current,2024-01-19,0.6777
+SNS-EQ-000000248-oil_quality,EQ-000000248,FAC-000015,oil_quality,25.98,due_soon,2024-09-06,0.4326
+SNS-EQ-000000249-position,EQ-000000249,FAC-000015,position,10.907,due_soon,2025-12-22,0.8067
+SNS-EQ-000000249-temperature,EQ-000000249,FAC-000015,temperature,5.892,overdue,2024-12-14,0.6647
+SNS-EQ-000000249-pressure,EQ-000000249,FAC-000015,pressure,2.842,current,2025-01-20,0.6525
+SNS-EQ-000000249-oil_quality,EQ-000000249,FAC-000015,oil_quality,6.507,due_soon,2024-03-02,0.7364
+SNS-EQ-000000250-oil_quality,EQ-000000250,FAC-000015,oil_quality,-3.815,due_soon,2024-12-12,0.898
+SNS-EQ-000000250-flow,EQ-000000250,FAC-000015,flow,4.118,current,2025-01-30,0.7272
+SNS-EQ-000000251-oil_quality,EQ-000000251,FAC-000015,oil_quality,10.923,failed,2024-03-11,0.5146
+SNS-EQ-000000251-pressure,EQ-000000251,FAC-000015,pressure,1.24,overdue,2024-07-23,0.8106
+SNS-EQ-000000251-temperature,EQ-000000251,FAC-000015,temperature,1.977,current,2024-08-07,0.5836
+SNS-EQ-000000251-vibration,EQ-000000251,FAC-000015,vibration,7.672,current,2024-06-25,0.3421
+SNS-EQ-000000252-temperature,EQ-000000252,FAC-000015,temperature,5.902,current,2024-05-05,0.699
+SNS-EQ-000000252-vibration,EQ-000000252,FAC-000015,vibration,8.999,current,2024-08-27,0.6825
+SNS-EQ-000000252-position,EQ-000000252,FAC-000015,position,9.289,current,2024-03-04,0.6911
+SNS-EQ-000000252-oil_quality,EQ-000000252,FAC-000015,oil_quality,14.255,current,2025-08-01,0.5794
+SNS-EQ-000000253-pressure,EQ-000000253,FAC-000015,pressure,12.146,current,2024-10-27,0.7391
+SNS-EQ-000000253-temperature,EQ-000000253,FAC-000015,temperature,6.403,failed,2024-12-03,0.6236
+SNS-EQ-000000253-oil_quality,EQ-000000253,FAC-000015,oil_quality,12.945,current,2025-01-10,0.8207
+SNS-EQ-000000254-vibration,EQ-000000254,FAC-000015,vibration,13.805,current,2025-05-28,0.4769
+SNS-EQ-000000254-temperature,EQ-000000254,FAC-000015,temperature,13.213,current,2024-09-09,0.5642
+SNS-EQ-000000255-oil_quality,EQ-000000255,FAC-000015,oil_quality,10.255,current,2025-01-24,0.6306
+SNS-EQ-000000255-position,EQ-000000255,FAC-000015,position,11.891,current,2025-09-27,0.6765
+SNS-EQ-000000256-temperature,EQ-000000256,FAC-000015,temperature,10.373,due_soon,2025-12-09,0.3637
+SNS-EQ-000000256-pressure,EQ-000000256,FAC-000015,pressure,11.515,current,2024-10-06,0.7022
+SNS-EQ-000000257-flow,EQ-000000257,FAC-000016,flow,3.515,failed,2025-06-14,0.9223
+SNS-EQ-000000257-vibration,EQ-000000257,FAC-000016,vibration,0.955,current,2025-06-28,0.5507
+SNS-EQ-000000257-oil_quality,EQ-000000257,FAC-000016,oil_quality,12.042,due_soon,2024-09-14,0.7419
+SNS-EQ-000000257-position,EQ-000000257,FAC-000016,position,2.782,current,2024-05-07,0.4505
+SNS-EQ-000000258-position,EQ-000000258,FAC-000016,position,21.055,current,2024-08-28,0.5563
+SNS-EQ-000000258-vibration,EQ-000000258,FAC-000016,vibration,13.336,current,2024-05-24,0.5757
+SNS-EQ-000000259-vibration,EQ-000000259,FAC-000016,vibration,11.747,current,2025-11-11,0.6042
+SNS-EQ-000000259-oil_quality,EQ-000000259,FAC-000016,oil_quality,13.56,due_soon,2025-03-03,0.6821
+SNS-EQ-000000259-position,EQ-000000259,FAC-000016,position,19.511,current,2025-07-12,0.6429
+SNS-EQ-000000260-temperature,EQ-000000260,FAC-000016,temperature,7.095,overdue,2025-09-08,0.5598
+SNS-EQ-000000260-position,EQ-000000260,FAC-000016,position,16.314,current,2025-01-16,0.6527
+SNS-EQ-000000260-flow,EQ-000000260,FAC-000016,flow,15.125,due_soon,2025-07-29,0.6892
+SNS-EQ-000000260-vibration,EQ-000000260,FAC-000016,vibration,17.423,overdue,2025-08-10,0.4642
+SNS-EQ-000000261-pressure,EQ-000000261,FAC-000016,pressure,10.619,current,2025-08-13,0.7526
+SNS-EQ-000000261-position,EQ-000000261,FAC-000016,position,11.162,due_soon,2025-05-26,0.6524
+SNS-EQ-000000262-oil_quality,EQ-000000262,FAC-000016,oil_quality,3.974,current,2025-05-18,0.6479
+SNS-EQ-000000262-vibration,EQ-000000262,FAC-000016,vibration,6.673,due_soon,2024-02-29,0.5791
+SNS-EQ-000000263-flow,EQ-000000263,FAC-000016,flow,12.208,current,2025-03-29,0.7286
+SNS-EQ-000000263-temperature,EQ-000000263,FAC-000016,temperature,18.417,overdue,2025-07-09,0.3255
+SNS-EQ-000000264-vibration,EQ-000000264,FAC-000016,vibration,-0.145,current,2024-02-17,0.8958
+SNS-EQ-000000264-position,EQ-000000264,FAC-000016,position,5.354,due_soon,2025-09-11,0.5636
+SNS-EQ-000000264-oil_quality,EQ-000000264,FAC-000016,oil_quality,4.562,current,2024-08-21,0.5054
+SNS-EQ-000000264-flow,EQ-000000264,FAC-000016,flow,-3.409,failed,2024-08-02,0.8621
+SNS-EQ-000000265-flow,EQ-000000265,FAC-000016,flow,34.718,current,2024-12-31,0.4131
+SNS-EQ-000000265-position,EQ-000000265,FAC-000016,position,32.302,current,2024-09-24,0.39
+SNS-EQ-000000266-oil_quality,EQ-000000266,FAC-000016,oil_quality,22.734,due_soon,2025-03-22,0.7387
+SNS-EQ-000000266-pressure,EQ-000000266,FAC-000016,pressure,31.547,current,2024-03-20,0.3258
+SNS-EQ-000000267-position,EQ-000000267,FAC-000016,position,24.934,current,2025-11-03,0.4346
+SNS-EQ-000000267-pressure,EQ-000000267,FAC-000016,pressure,22.771,due_soon,2024-03-03,0.6826
+SNS-EQ-000000267-oil_quality,EQ-000000267,FAC-000016,oil_quality,24.661,current,2024-07-02,0.6343
+SNS-EQ-000000268-oil_quality,EQ-000000268,FAC-000016,oil_quality,24.235,current,2024-01-19,0.7057
+SNS-EQ-000000268-temperature,EQ-000000268,FAC-000016,temperature,26.422,overdue,2025-04-25,0.525
+SNS-EQ-000000268-vibration,EQ-000000268,FAC-000016,vibration,16.767,current,2024-06-18,0.6203
+SNS-EQ-000000269-position,EQ-000000269,FAC-000016,position,16.016,current,2025-10-26,0.4814
+SNS-EQ-000000269-oil_quality,EQ-000000269,FAC-000016,oil_quality,8.101,current,2025-04-07,0.6017
+SNS-EQ-000000269-flow,EQ-000000269,FAC-000016,flow,6.4,current,2024-10-27,0.58
+SNS-EQ-000000270-position,EQ-000000270,FAC-000016,position,8.012,failed,2024-05-18,0.3176
+SNS-EQ-000000270-pressure,EQ-000000270,FAC-000016,pressure,3.61,current,2025-09-11,0.7632
+SNS-EQ-000000270-vibration,EQ-000000270,FAC-000016,vibration,0.459,due_soon,2024-06-20,0.7204
+SNS-EQ-000000271-position,EQ-000000271,FAC-000016,position,5.413,current,2024-08-11,0.7638
+SNS-EQ-000000271-flow,EQ-000000271,FAC-000016,flow,2.333,due_soon,2024-01-25,0.7796
+SNS-EQ-000000271-vibration,EQ-000000271,FAC-000016,vibration,8.921,due_soon,2025-12-26,0.463
+SNS-EQ-000000271-temperature,EQ-000000271,FAC-000016,temperature,5.642,current,2024-11-01,0.6209
+SNS-EQ-000000272-position,EQ-000000272,FAC-000016,position,5.383,due_soon,2025-04-10,0.5443
+SNS-EQ-000000272-flow,EQ-000000272,FAC-000016,flow,9.436,current,2025-11-10,0.7905
+SNS-EQ-000000272-oil_quality,EQ-000000272,FAC-000016,oil_quality,7.785,current,2024-05-17,0.6051
+SNS-EQ-000000272-vibration,EQ-000000272,FAC-000016,vibration,13.761,due_soon,2025-05-01,0.6302
+SNS-EQ-000000273-position,EQ-000000273,FAC-000016,position,-6.442,current,2025-03-06,0.6449
+SNS-EQ-000000273-temperature,EQ-000000273,FAC-000016,temperature,-7.827,failed,2025-02-20,0.401
+SNS-EQ-000000273-vibration,EQ-000000273,FAC-000016,vibration,0.977,current,2024-04-19,0.93
+SNS-EQ-000000274-pressure,EQ-000000274,FAC-000016,pressure,7.147,current,2025-10-05,0.4794
+SNS-EQ-000000274-position,EQ-000000274,FAC-000016,position,8.969,current,2025-09-08,0.7148
+SNS-EQ-000000274-temperature,EQ-000000274,FAC-000016,temperature,12.524,current,2025-06-14,0.5768
+SNS-EQ-000000275-vibration,EQ-000000275,FAC-000016,vibration,11.374,current,2025-04-24,0.7747
+SNS-EQ-000000275-temperature,EQ-000000275,FAC-000016,temperature,14.098,due_soon,2025-05-26,0.6183
+SNS-EQ-000000275-oil_quality,EQ-000000275,FAC-000016,oil_quality,9.233,current,2025-05-02,0.4344
+SNS-EQ-000000275-position,EQ-000000275,FAC-000016,position,12.104,current,2024-10-08,0.5168
+SNS-EQ-000000276-temperature,EQ-000000276,FAC-000016,temperature,12.093,due_soon,2024-01-29,0.7108
+SNS-EQ-000000276-pressure,EQ-000000276,FAC-000016,pressure,12.804,overdue,2024-09-05,0.7288
+SNS-EQ-000000277-position,EQ-000000277,FAC-000016,position,4.69,current,2024-09-15,0.5819
+SNS-EQ-000000277-oil_quality,EQ-000000277,FAC-000016,oil_quality,4.032,due_soon,2025-10-29,0.8489
+SNS-EQ-000000278-pressure,EQ-000000278,FAC-000016,pressure,10.515,current,2025-04-28,0.2632
+SNS-EQ-000000278-oil_quality,EQ-000000278,FAC-000016,oil_quality,10.435,current,2025-07-28,0.5596
+SNS-EQ-000000279-position,EQ-000000279,FAC-000017,position,12.327,due_soon,2025-06-23,0.2726
+SNS-EQ-000000279-pressure,EQ-000000279,FAC-000017,pressure,15.864,current,2024-08-03,0.7305
+SNS-EQ-000000279-temperature,EQ-000000279,FAC-000017,temperature,8.039,current,2025-04-02,0.7809
+SNS-EQ-000000279-vibration,EQ-000000279,FAC-000017,vibration,8.991,current,2024-05-03,0.8415
+SNS-EQ-000000280-oil_quality,EQ-000000280,FAC-000017,oil_quality,1.154,due_soon,2025-10-07,0.8121
+SNS-EQ-000000280-position,EQ-000000280,FAC-000017,position,7.865,due_soon,2024-06-29,0.702
+SNS-EQ-000000280-vibration,EQ-000000280,FAC-000017,vibration,1.956,current,2025-05-14,0.7254
+SNS-EQ-000000280-pressure,EQ-000000280,FAC-000017,pressure,6.13,due_soon,2025-02-13,0.7358
+SNS-EQ-000000281-pressure,EQ-000000281,FAC-000017,pressure,-2.035,current,2024-05-23,0.4394
+SNS-EQ-000000281-flow,EQ-000000281,FAC-000017,flow,2.697,current,2025-10-22,0.6308
+SNS-EQ-000000282-temperature,EQ-000000282,FAC-000017,temperature,25.841,current,2025-01-03,0.5697
+SNS-EQ-000000282-oil_quality,EQ-000000282,FAC-000017,oil_quality,19.657,overdue,2025-03-04,0.4264
+SNS-EQ-000000282-flow,EQ-000000282,FAC-000017,flow,16.08,due_soon,2025-02-24,0.7137
+SNS-EQ-000000282-vibration,EQ-000000282,FAC-000017,vibration,24.532,current,2024-05-02,0.4558
+SNS-EQ-000000283-vibration,EQ-000000283,FAC-000017,vibration,14.413,current,2025-11-05,0.6931
+SNS-EQ-000000283-position,EQ-000000283,FAC-000017,position,13.482,due_soon,2024-06-04,0.6633
+SNS-EQ-000000283-pressure,EQ-000000283,FAC-000017,pressure,20.999,current,2025-06-20,0.4532
+SNS-EQ-000000284-pressure,EQ-000000284,FAC-000017,pressure,8.215,current,2025-05-25,0.7647
+SNS-EQ-000000284-oil_quality,EQ-000000284,FAC-000017,oil_quality,9.046,current,2025-11-01,0.6844
+SNS-EQ-000000284-vibration,EQ-000000284,FAC-000017,vibration,10.652,due_soon,2025-10-03,0.8144
+SNS-EQ-000000285-temperature,EQ-000000285,FAC-000017,temperature,20.096,current,2024-11-27,0.5639
+SNS-EQ-000000285-oil_quality,EQ-000000285,FAC-000017,oil_quality,19.131,overdue,2024-01-03,0.4869
+SNS-EQ-000000286-pressure,EQ-000000286,FAC-000017,pressure,22.892,due_soon,2025-06-17,0.5228
+SNS-EQ-000000286-flow,EQ-000000286,FAC-000017,flow,25.118,due_soon,2024-04-07,0.5028
+SNS-EQ-000000286-position,EQ-000000286,FAC-000017,position,23.523,due_soon,2024-02-22,0.6121
+SNS-EQ-000000287-vibration,EQ-000000287,FAC-000017,vibration,7.028,overdue,2025-01-29,0.8649
+SNS-EQ-000000287-oil_quality,EQ-000000287,FAC-000017,oil_quality,3.405,current,2025-10-16,0.691
+SNS-EQ-000000287-pressure,EQ-000000287,FAC-000017,pressure,6.538,due_soon,2025-03-01,0.5037
+SNS-EQ-000000288-position,EQ-000000288,FAC-000017,position,17.678,current,2024-06-14,0.5657
+SNS-EQ-000000288-pressure,EQ-000000288,FAC-000017,pressure,21.129,current,2024-08-13,0.6645
+SNS-EQ-000000288-vibration,EQ-000000288,FAC-000017,vibration,16.605,due_soon,2024-08-16,0.7696
+SNS-EQ-000000288-oil_quality,EQ-000000288,FAC-000017,oil_quality,18.604,due_soon,2024-09-16,0.5734
+SNS-EQ-000000289-flow,EQ-000000289,FAC-000017,flow,4.071,current,2024-11-21,0.678
+SNS-EQ-000000289-temperature,EQ-000000289,FAC-000017,temperature,8.259,due_soon,2025-07-07,0.724
+SNS-EQ-000000289-vibration,EQ-000000289,FAC-000017,vibration,-0.724,current,2024-03-20,0.8781
+SNS-EQ-000000289-oil_quality,EQ-000000289,FAC-000017,oil_quality,8.279,current,2024-02-05,0.6056
+SNS-EQ-000000290-vibration,EQ-000000290,FAC-000017,vibration,11.12,current,2025-06-25,0.4109
+SNS-EQ-000000290-position,EQ-000000290,FAC-000017,position,5.254,overdue,2024-01-13,0.7722
+SNS-EQ-000000291-pressure,EQ-000000291,FAC-000017,pressure,21.381,current,2025-02-22,0.6988
+SNS-EQ-000000291-position,EQ-000000291,FAC-000017,position,15.607,current,2024-02-03,0.2857
+SNS-EQ-000000292-vibration,EQ-000000292,FAC-000017,vibration,10.973,overdue,2025-03-17,0.635
+SNS-EQ-000000292-position,EQ-000000292,FAC-000017,position,7.581,current,2024-07-14,0.5869
+SNS-EQ-000000292-oil_quality,EQ-000000292,FAC-000017,oil_quality,6.245,current,2024-10-15,0.4078
+SNS-EQ-000000293-flow,EQ-000000293,FAC-000017,flow,3.87,current,2025-02-04,0.4925
+SNS-EQ-000000293-vibration,EQ-000000293,FAC-000017,vibration,10.417,current,2025-07-15,0.5482
+SNS-EQ-000000294-temperature,EQ-000000294,FAC-000017,temperature,23.396,current,2024-06-07,0.4169
+SNS-EQ-000000294-pressure,EQ-000000294,FAC-000017,pressure,14.569,due_soon,2025-04-13,0.643
+SNS-EQ-000000294-oil_quality,EQ-000000294,FAC-000017,oil_quality,13.711,current,2025-12-07,0.6503
+SNS-EQ-000000294-flow,EQ-000000294,FAC-000017,flow,17.969,overdue,2025-12-16,0.5973
+SNS-EQ-000000295-vibration,EQ-000000295,FAC-000017,vibration,21.168,current,2024-07-12,0.3424
+SNS-EQ-000000295-position,EQ-000000295,FAC-000017,position,22.016,current,2025-01-21,0.4948
+SNS-EQ-000000295-pressure,EQ-000000295,FAC-000017,pressure,12.28,failed,2025-11-24,0.406
+SNS-EQ-000000295-temperature,EQ-000000295,FAC-000017,temperature,20.045,current,2025-10-31,0.7056
+SNS-EQ-000000296-flow,EQ-000000296,FAC-000017,flow,-0.223,current,2024-07-31,0.8895
+SNS-EQ-000000296-pressure,EQ-000000296,FAC-000017,pressure,-0.038,current,2025-01-23,0.5994
+SNS-EQ-000000296-temperature,EQ-000000296,FAC-000017,temperature,3.114,current,2024-02-07,0.7714
+SNS-EQ-000000296-oil_quality,EQ-000000296,FAC-000017,oil_quality,4.688,current,2025-12-09,0.5273
+SNS-EQ-000000297-pressure,EQ-000000297,FAC-000017,pressure,21.381,current,2025-08-28,0.6543
+SNS-EQ-000000297-temperature,EQ-000000297,FAC-000017,temperature,6.166,current,2025-11-15,0.7645
+SNS-EQ-000000297-oil_quality,EQ-000000297,FAC-000017,oil_quality,11.82,current,2024-01-23,0.6482
+SNS-EQ-000000298-flow,EQ-000000298,FAC-000017,flow,10.849,overdue,2024-11-15,0.77
+SNS-EQ-000000298-pressure,EQ-000000298,FAC-000017,pressure,10.899,current,2024-07-03,0.8157
+SNS-EQ-000000298-position,EQ-000000298,FAC-000017,position,10.618,current,2025-09-13,0.416
+SNS-EQ-000000299-position,EQ-000000299,FAC-000017,position,3.123,due_soon,2024-09-23,0.8929
+SNS-EQ-000000299-flow,EQ-000000299,FAC-000017,flow,9.993,failed,2024-06-26,0.7606
+SNS-EQ-000000299-pressure,EQ-000000299,FAC-000017,pressure,4.179,current,2025-03-14,0.874
+SNS-EQ-000000300-position,EQ-000000300,FAC-000018,position,20.685,current,2025-05-09,0.4395
+SNS-EQ-000000300-oil_quality,EQ-000000300,FAC-000018,oil_quality,12.242,current,2025-10-15,0.6892
+SNS-EQ-000000300-temperature,EQ-000000300,FAC-000018,temperature,17.34,current,2025-08-23,0.6876
+SNS-EQ-000000300-vibration,EQ-000000300,FAC-000018,vibration,23.008,current,2024-09-29,0.1896
+SNS-EQ-000000301-temperature,EQ-000000301,FAC-000018,temperature,2.065,current,2025-01-20,0.631
+SNS-EQ-000000301-vibration,EQ-000000301,FAC-000018,vibration,6.369,current,2024-03-07,0.6639
+SNS-EQ-000000301-oil_quality,EQ-000000301,FAC-000018,oil_quality,5.825,due_soon,2025-01-18,0.7566
+SNS-EQ-000000302-temperature,EQ-000000302,FAC-000018,temperature,19.328,overdue,2025-04-25,0.5119
+SNS-EQ-000000302-vibration,EQ-000000302,FAC-000018,vibration,18.681,due_soon,2024-07-30,0.5944
+SNS-EQ-000000303-position,EQ-000000303,FAC-000018,position,17.035,overdue,2024-03-31,0.5244
+SNS-EQ-000000303-vibration,EQ-000000303,FAC-000018,vibration,14.168,due_soon,2025-03-28,0.8087
+SNS-EQ-000000303-temperature,EQ-000000303,FAC-000018,temperature,23.696,current,2024-10-13,0.6263
+SNS-EQ-000000303-flow,EQ-000000303,FAC-000018,flow,14.198,due_soon,2024-04-01,0.6969
+SNS-EQ-000000304-vibration,EQ-000000304,FAC-000018,vibration,8.864,current,2025-08-17,0.5135
+SNS-EQ-000000304-pressure,EQ-000000304,FAC-000018,pressure,5.985,due_soon,2025-07-08,0.2581
+SNS-EQ-000000304-temperature,EQ-000000304,FAC-000018,temperature,11.376,current,2025-06-20,0.5769
+SNS-EQ-000000304-position,EQ-000000304,FAC-000018,position,13.607,current,2024-11-03,0.5245
+SNS-EQ-000000305-position,EQ-000000305,FAC-000018,position,10.908,current,2025-08-06,0.5047
+SNS-EQ-000000305-temperature,EQ-000000305,FAC-000018,temperature,6.683,current,2025-02-16,0.7981
+SNS-EQ-000000306-flow,EQ-000000306,FAC-000018,flow,0.534,overdue,2024-04-17,0.8592
+SNS-EQ-000000306-vibration,EQ-000000306,FAC-000018,vibration,5.714,current,2025-06-24,0.4117
+SNS-EQ-000000306-position,EQ-000000306,FAC-000018,position,10.591,overdue,2025-09-04,0.7619
+SNS-EQ-000000306-pressure,EQ-000000306,FAC-000018,pressure,1.973,current,2024-09-28,0.6903
+SNS-EQ-000000307-flow,EQ-000000307,FAC-000018,flow,10.627,current,2024-11-21,0.8343
+SNS-EQ-000000307-position,EQ-000000307,FAC-000018,position,9.98,overdue,2024-09-16,0.7263
+SNS-EQ-000000308-oil_quality,EQ-000000308,FAC-000018,oil_quality,10.471,current,2025-05-11,0.673
+SNS-EQ-000000308-vibration,EQ-000000308,FAC-000018,vibration,10.356,due_soon,2025-12-13,0.8202
+SNS-EQ-000000309-pressure,EQ-000000309,FAC-000018,pressure,23.932,current,2024-01-16,0.5558
+SNS-EQ-000000309-oil_quality,EQ-000000309,FAC-000018,oil_quality,30.616,due_soon,2024-03-25,0.5748
+SNS-EQ-000000310-pressure,EQ-000000310,FAC-000019,pressure,10.964,current,2025-10-20,0.7863
+SNS-EQ-000000310-vibration,EQ-000000310,FAC-000019,vibration,13.419,current,2025-05-24,0.5216
+SNS-EQ-000000310-temperature,EQ-000000310,FAC-000019,temperature,9.289,current,2024-03-29,0.6301
+SNS-EQ-000000311-pressure,EQ-000000311,FAC-000019,pressure,14.566,due_soon,2024-03-22,0.7774
+SNS-EQ-000000311-position,EQ-000000311,FAC-000019,position,12.815,due_soon,2024-02-17,0.8216
+SNS-EQ-000000311-vibration,EQ-000000311,FAC-000019,vibration,9.959,overdue,2025-12-13,0.6612
+SNS-EQ-000000312-oil_quality,EQ-000000312,FAC-000019,oil_quality,16.798,current,2025-11-11,0.5993
+SNS-EQ-000000312-flow,EQ-000000312,FAC-000019,flow,12.101,current,2024-02-03,0.7166
+SNS-EQ-000000312-position,EQ-000000312,FAC-000019,position,7.115,current,2024-11-25,0.5025
+SNS-EQ-000000312-vibration,EQ-000000312,FAC-000019,vibration,13.333,due_soon,2024-12-19,0.7412
+SNS-EQ-000000313-vibration,EQ-000000313,FAC-000019,vibration,5.918,overdue,2024-07-01,0.5595
+SNS-EQ-000000313-temperature,EQ-000000313,FAC-000019,temperature,7.31,current,2025-03-06,0.6108
+SNS-EQ-000000313-pressure,EQ-000000313,FAC-000019,pressure,4.797,current,2024-01-08,0.6307
+SNS-EQ-000000314-temperature,EQ-000000314,FAC-000019,temperature,21.682,failed,2025-11-08,0.4827
+SNS-EQ-000000314-oil_quality,EQ-000000314,FAC-000019,oil_quality,12.254,current,2024-02-16,0.7413
+SNS-EQ-000000314-position,EQ-000000314,FAC-000019,position,27.521,current,2025-02-08,0.6898
+SNS-EQ-000000315-oil_quality,EQ-000000315,FAC-000019,oil_quality,26.291,overdue,2025-11-21,0.3117
+SNS-EQ-000000315-pressure,EQ-000000315,FAC-000019,pressure,32.768,current,2025-05-28,0.2447
+SNS-EQ-000000315-temperature,EQ-000000315,FAC-000019,temperature,27.347,current,2025-08-01,0.4217
+SNS-EQ-000000315-vibration,EQ-000000315,FAC-000019,vibration,31.676,due_soon,2025-01-28,0.5028
+SNS-EQ-000000316-position,EQ-000000316,FAC-000019,position,4.008,current,2024-01-19,0.6184
+SNS-EQ-000000316-temperature,EQ-000000316,FAC-000019,temperature,7.994,current,2025-04-08,0.65
+SNS-EQ-000000316-oil_quality,EQ-000000316,FAC-000019,oil_quality,6.124,current,2025-03-22,0.6961
+SNS-EQ-000000317-flow,EQ-000000317,FAC-000019,flow,23.444,current,2024-05-10,0.712
+SNS-EQ-000000317-position,EQ-000000317,FAC-000019,position,14.199,current,2024-12-01,0.3424
+SNS-EQ-000000318-oil_quality,EQ-000000318,FAC-000019,oil_quality,8.083,current,2025-11-24,0.7687
+SNS-EQ-000000318-temperature,EQ-000000318,FAC-000019,temperature,17.617,due_soon,2025-09-16,0.7336
+SNS-EQ-000000318-vibration,EQ-000000318,FAC-000019,vibration,11.64,current,2024-03-25,0.6799
+SNS-EQ-000000319-flow,EQ-000000319,FAC-000019,flow,14.527,failed,2025-04-10,0.7209
+SNS-EQ-000000319-position,EQ-000000319,FAC-000019,position,18.618,current,2024-06-28,0.5308
+SNS-EQ-000000320-flow,EQ-000000320,FAC-000019,flow,14.67,current,2025-04-28,0.6132
+SNS-EQ-000000320-pressure,EQ-000000320,FAC-000019,pressure,15.812,current,2025-04-09,0.7411
+SNS-EQ-000000321-pressure,EQ-000000321,FAC-000019,pressure,8.846,due_soon,2024-08-30,0.7564
+SNS-EQ-000000321-oil_quality,EQ-000000321,FAC-000019,oil_quality,4.596,current,2024-01-09,0.5275
+SNS-EQ-000000321-temperature,EQ-000000321,FAC-000019,temperature,3.968,current,2024-03-30,0.929
+SNS-EQ-000000321-position,EQ-000000321,FAC-000019,position,2.418,failed,2025-07-26,0.3324
+SNS-EQ-000000322-position,EQ-000000322,FAC-000019,position,18.642,current,2025-10-12,0.6514
+SNS-EQ-000000322-flow,EQ-000000322,FAC-000019,flow,12.571,current,2025-05-31,0.667
+SNS-EQ-000000322-pressure,EQ-000000322,FAC-000019,pressure,22.345,current,2025-09-05,0.3011
+SNS-EQ-000000322-temperature,EQ-000000322,FAC-000019,temperature,17.566,current,2024-01-20,0.5705
+SNS-EQ-000000323-temperature,EQ-000000323,FAC-000019,temperature,13.007,current,2025-04-10,0.4962
+SNS-EQ-000000323-oil_quality,EQ-000000323,FAC-000019,oil_quality,12.009,overdue,2024-11-11,0.7856
+SNS-EQ-000000324-position,EQ-000000324,FAC-000019,position,13.62,due_soon,2024-08-11,0.375
+SNS-EQ-000000324-pressure,EQ-000000324,FAC-000019,pressure,17.845,current,2025-10-28,0.4575
+SNS-EQ-000000325-position,EQ-000000325,FAC-000019,position,5.175,current,2025-08-06,0.618
+SNS-EQ-000000325-oil_quality,EQ-000000325,FAC-000019,oil_quality,3.43,current,2024-10-17,0.6754
+SNS-EQ-000000325-temperature,EQ-000000325,FAC-000019,temperature,6.727,current,2024-05-22,0.5364
+SNS-EQ-000000326-flow,EQ-000000326,FAC-000019,flow,7.791,current,2025-07-16,0.3996
+SNS-EQ-000000326-position,EQ-000000326,FAC-000019,position,13.552,current,2025-03-07,0.1656
+SNS-EQ-000000326-oil_quality,EQ-000000326,FAC-000019,oil_quality,10.919,due_soon,2025-07-30,0.7743
+SNS-EQ-000000326-temperature,EQ-000000326,FAC-000019,temperature,6.554,overdue,2024-01-20,0.5969
+SNS-EQ-000000327-vibration,EQ-000000327,FAC-000020,vibration,9.226,current,2024-03-03,0.4133
+SNS-EQ-000000327-temperature,EQ-000000327,FAC-000020,temperature,3.251,current,2025-06-08,0.4876
+SNS-EQ-000000327-pressure,EQ-000000327,FAC-000020,pressure,6.431,due_soon,2025-03-04,0.6456
+SNS-EQ-000000327-position,EQ-000000327,FAC-000020,position,7.098,current,2024-02-15,0.7327
+SNS-EQ-000000328-vibration,EQ-000000328,FAC-000020,vibration,2.134,current,2025-01-13,0.685
+SNS-EQ-000000328-pressure,EQ-000000328,FAC-000020,pressure,7.345,current,2025-11-02,0.5827
+SNS-EQ-000000328-oil_quality,EQ-000000328,FAC-000020,oil_quality,9.88,failed,2025-03-22,0.7961
+SNS-EQ-000000329-flow,EQ-000000329,FAC-000020,flow,9.261,current,2024-06-20,0.7682
+SNS-EQ-000000329-oil_quality,EQ-000000329,FAC-000020,oil_quality,10.432,current,2025-04-28,0.6416
+SNS-EQ-000000329-position,EQ-000000329,FAC-000020,position,11.334,current,2024-05-03,0.474
+SNS-EQ-000000329-pressure,EQ-000000329,FAC-000020,pressure,13.76,current,2024-12-25,0.4997
+SNS-EQ-000000330-vibration,EQ-000000330,FAC-000020,vibration,11.645,current,2025-04-27,0.5433
+SNS-EQ-000000330-position,EQ-000000330,FAC-000020,position,14.58,due_soon,2025-08-01,0.6688
+SNS-EQ-000000331-pressure,EQ-000000331,FAC-000020,pressure,19.289,current,2024-02-03,0.5654
+SNS-EQ-000000331-oil_quality,EQ-000000331,FAC-000020,oil_quality,15.907,due_soon,2024-06-22,0.8072
+SNS-EQ-000000332-vibration,EQ-000000332,FAC-000020,vibration,4.89,current,2024-09-20,0.6829
+SNS-EQ-000000332-pressure,EQ-000000332,FAC-000020,pressure,7.168,current,2024-10-01,0.7259
+SNS-EQ-000000332-position,EQ-000000332,FAC-000020,position,8.866,current,2024-03-11,0.6987
+SNS-EQ-000000332-flow,EQ-000000332,FAC-000020,flow,14.468,overdue,2025-09-23,0.7755
+SNS-EQ-000000333-oil_quality,EQ-000000333,FAC-000020,oil_quality,17.962,overdue,2024-02-18,0.5166
+SNS-EQ-000000333-pressure,EQ-000000333,FAC-000020,pressure,13.496,current,2024-11-25,0.4989
+SNS-EQ-000000334-oil_quality,EQ-000000334,FAC-000020,oil_quality,14.021,overdue,2025-03-20,0.4422
+SNS-EQ-000000334-vibration,EQ-000000334,FAC-000020,vibration,11.615,overdue,2024-02-07,0.4059
+SNS-EQ-000000334-position,EQ-000000334,FAC-000020,position,11.742,current,2025-11-11,0.6182
+SNS-EQ-000000334-temperature,EQ-000000334,FAC-000020,temperature,5.54,current,2025-05-16,0.6828
+SNS-EQ-000000335-temperature,EQ-000000335,FAC-000020,temperature,13.219,due_soon,2024-03-29,0.7819
+SNS-EQ-000000335-position,EQ-000000335,FAC-000020,position,13.406,overdue,2024-11-06,0.6633
+SNS-EQ-000000336-pressure,EQ-000000336,FAC-000020,pressure,5.24,overdue,2024-10-09,0.8972
+SNS-EQ-000000336-flow,EQ-000000336,FAC-000020,flow,7.99,overdue,2025-04-01,0.7119
+SNS-EQ-000000336-vibration,EQ-000000336,FAC-000020,vibration,9.835,overdue,2024-05-11,0.7628
+SNS-EQ-000000336-position,EQ-000000336,FAC-000020,position,10.215,overdue,2025-03-05,0.4281
+SNS-EQ-000000337-vibration,EQ-000000337,FAC-000020,vibration,20.927,failed,2024-06-03,0.5484
+SNS-EQ-000000337-flow,EQ-000000337,FAC-000020,flow,28.373,current,2024-06-30,0.4909
+SNS-EQ-000000337-pressure,EQ-000000337,FAC-000020,pressure,16.342,current,2025-11-14,0.336
+SNS-EQ-000000338-vibration,EQ-000000338,FAC-000020,vibration,3.2,current,2025-07-15,0.8588
+SNS-EQ-000000338-flow,EQ-000000338,FAC-000020,flow,5.579,current,2024-04-24,0.4129
+SNS-EQ-000000338-oil_quality,EQ-000000338,FAC-000020,oil_quality,8.014,current,2025-03-17,0.6362
+SNS-EQ-000000339-position,EQ-000000339,FAC-000020,position,5.824,current,2025-09-25,0.9078
+SNS-EQ-000000339-pressure,EQ-000000339,FAC-000020,pressure,9.968,current,2025-05-18,0.7007

thermal_profiles.csv ADDED Viewed

The diff for this file is too large to render. See raw diff

valve_failures.csv ADDED Viewed

	@@ -0,0 +1,176 @@

+failure_id,equipment_id,facility_id,failure_timestamp,failure_mode,severity_score,root_cause,detected_by,prior_mtbf_hours,estimated_mttr_hours,unplanned_shutdown_flag,leakage_rate_scfh,actuator_response_ms,stiction_score,position_error_pct,packing_leak_flag
+FAIL-0000000001,EQ-000000001,FAC-000001,2023-02-27T17:00:00+00:00,seal_degradation,0.2398,foreign_object_damage,temperature_alarm,3107.04,9.03,0,1.177,761.08,0.0312,4.388,0
+FAIL-0000000007,EQ-000000006,FAC-000001,2023-03-22T03:00:00+00:00,packing_leak,0.4512,thermal_cycling,vibration_monitor,811.56,9.55,0,1.765,975.01,0.3079,1.8,1
+FAIL-0000000008,EQ-000000007,FAC-000001,2023-03-17T08:00:00+00:00,stem_corrosion,0.2229,corrosion,temperature_alarm,6881.45,13.76,0,0.563,691.19,0.2229,3.511,0
+FAIL-0000000009,EQ-000000008,FAC-000001,2023-03-13T20:00:00+00:00,actuator_failure,0.535,foreign_object_damage,inspection,3211.12,14.83,0,11.79,1897.95,0.2296,2.731,0
+FAIL-0000000010,EQ-000000010,FAC-000001,2023-02-20T15:00:00+00:00,packing_leak,0.2362,contamination,vibration_monitor,2846.05,8.57,0,2.119,1571.65,0.4772,4.823,1
+FAIL-0000000011,EQ-000000011,FAC-000001,2023-03-11T04:00:00+00:00,positioner_fault,0.5469,operator_error,inspection,4493.52,28.68,0,0.0,1468.54,0.3773,8.658,0
+FAIL-0000000014,EQ-000000014,FAC-000001,2023-03-28T04:00:00+00:00,blocked_operation,0.184,foreign_object_damage,predictive_model,3281.92,8.57,0,4.842,1077.04,0.262,1.311,1
+FAIL-0000000015,EQ-000000015,FAC-000001,2023-01-27T17:00:00+00:00,stem_corrosion,0.156,poor_lubrication,vibration_monitor,1694.06,11.89,0,0.095,996.81,0.0218,4.78,0
+FAIL-0000000016,EQ-000000015,FAC-000001,2023-03-08T22:00:00+00:00,stiction,0.0815,contamination,operator,1278.5,7.59,0,3.902,500.26,0.9748,0.0,0
+FAIL-0000000018,EQ-000000018,FAC-000001,2023-01-25T01:00:00+00:00,stiction,0.4169,poor_lubrication,inspection,2157.28,28.92,0,0.563,823.35,0.4484,0.817,0
+FAIL-0000000021,EQ-000000021,FAC-000002,2023-03-13T00:00:00+00:00,stem_corrosion,0.3215,sensor_drift,vibration_monitor,1881.93,13.4,0,6.193,589.06,0.3226,5.692,0
+FAIL-0000000022,EQ-000000021,FAC-000002,2023-03-23T02:00:00+00:00,seat_leakage,0.2418,corrosion,vibration_monitor,1780.5,6.51,0,20.467,1011.47,0.3726,7.114,0
+FAIL-0000000023,EQ-000000021,FAC-000002,2023-01-12T09:00:00+00:00,stiction,0.7788,H2S_exposure,operator,1700.24,17.45,1,2.342,1745.47,0.817,5.342,0
+FAIL-0000000024,EQ-000000021,FAC-000002,2023-01-27T22:00:00+00:00,packing_leak,0.4542,normal_wear,vibration_monitor,1645.82,18.21,0,0.947,1740.7,0.2853,13.834,1
+FAIL-0000000025,EQ-000000023,FAC-000002,2023-03-23T11:00:00+00:00,actuator_failure,0.2776,corrosion,inspection,2782.93,23.8,0,1.498,1406.65,0.1959,1.531,1
+FAIL-0000000030,EQ-000000028,FAC-000002,2023-02-16T23:00:00+00:00,positioner_fault,0.4588,H2S_exposure,operator,2238.11,15.75,0,5.15,1255.21,0.64,4.601,0
+FAIL-0000000031,EQ-000000028,FAC-000002,2023-01-31T17:00:00+00:00,seat_leakage,0.1164,operator_error,pressure_alarm,2257.82,5.11,0,18.765,1052.35,0.2234,4.712,0
+FAIL-0000000033,EQ-000000031,FAC-000002,2023-01-26T23:00:00+00:00,seal_degradation,0.5733,design_limit_exceeded,vibration_monitor,1366.39,12.21,0,6.032,1936.38,0.3483,8.608,0
+FAIL-0000000034,EQ-000000034,FAC-000003,2023-02-24T05:00:00+00:00,actuator_failure,0.1623,foreign_object_damage,inspection,1630.46,8.66,0,0.0,1545.07,0.6097,0.0,0
+FAIL-0000000035,EQ-000000034,FAC-000003,2023-03-26T00:00:00+00:00,seat_leakage,0.7298,maintenance_error,predictive_model,1515.4,20.21,0,21.445,1617.05,0.1953,12.866,0
+FAIL-0000000037,EQ-000000036,FAC-000003,2023-01-31T09:00:00+00:00,actuator_failure,0.5414,H2S_exposure,temperature_alarm,1934.65,22.87,0,0.0,1710.63,0.3154,9.17,0
+FAIL-0000000047,EQ-000000043,FAC-000003,2023-03-10T15:00:00+00:00,stem_corrosion,0.2604,foreign_object_damage,temperature_alarm,4650.91,11.83,0,9.595,1064.77,0.5161,1.33,0
+FAIL-0000000048,EQ-000000043,FAC-000003,2023-02-06T14:00:00+00:00,actuator_failure,0.4367,normal_wear,vibration_monitor,4797.17,20.61,0,4.904,1990.06,0.5462,10.948,0
+FAIL-0000000049,EQ-000000044,FAC-000003,2023-03-18T08:00:00+00:00,stiction,0.6197,contamination,inspection,1356.24,24.4,1,0.544,2154.59,0.6997,14.316,0
+FAIL-0000000050,EQ-000000044,FAC-000003,2023-01-01T12:00:00+00:00,seat_leakage,0.45,maintenance_error,pressure_alarm,1375.25,18.66,0,24.214,1128.39,0.3014,11.458,0
+FAIL-0000000052,EQ-000000047,FAC-000003,2023-03-23T02:00:00+00:00,stiction,0.4713,poor_lubrication,temperature_alarm,2398.23,17.04,0,5.184,1912.47,0.9629,6.243,0
+FAIL-0000000053,EQ-000000047,FAC-000003,2023-02-21T08:00:00+00:00,packing_leak,0.7812,poor_lubrication,operator,1991.42,11.4,1,11.377,2133.3,0.6501,9.934,1
+FAIL-0000000057,EQ-000000049,FAC-000003,2023-02-22T16:00:00+00:00,blocked_operation,0.6289,foreign_object_damage,inspection,4552.4,17.11,1,0.289,1848.34,0.3975,6.894,0
+FAIL-0000000062,EQ-000000053,FAC-000004,2023-03-13T01:00:00+00:00,packing_leak,0.2381,operator_error,inspection,2211.9,6.43,0,1.811,866.42,0.1149,5.788,1
+FAIL-0000000070,EQ-000000060,FAC-000004,2023-01-25T19:00:00+00:00,stem_corrosion,0.3539,corrosion,operator,2219.23,7.52,0,2.691,575.38,0.329,3.237,0
+FAIL-0000000071,EQ-000000061,FAC-000004,2023-02-01T08:00:00+00:00,actuator_failure,0.0712,sensor_drift,operator,2186.44,15.26,0,8.169,1281.59,0.2538,0.955,0
+FAIL-0000000072,EQ-000000061,FAC-000004,2023-02-01T02:00:00+00:00,stem_corrosion,0.4197,high_humidity,temperature_alarm,2171.14,48.26,0,0.863,1866.37,0.388,6.106,0
+FAIL-0000000081,EQ-000000071,FAC-000005,2023-01-13T12:00:00+00:00,seat_leakage,0.3108,H2S_exposure,vibration_monitor,2287.37,5.85,0,12.966,868.07,0.4018,5.245,0
+FAIL-0000000082,EQ-000000071,FAC-000005,2023-01-12T16:00:00+00:00,packing_leak,0.6439,misalignment,predictive_model,2021.49,8.65,1,1.788,2012.69,0.1285,1.548,1
+FAIL-0000000083,EQ-000000071,FAC-000005,2023-02-24T21:00:00+00:00,stem_corrosion,0.218,sensor_drift,vibration_monitor,1912.73,18.45,0,1.205,884.03,0.2447,2.027,0
+FAIL-0000000084,EQ-000000072,FAC-000005,2023-01-28T14:00:00+00:00,packing_leak,0.307,contamination,vibration_monitor,1229.35,12.05,0,3.164,1200.84,0.1873,4.964,1
+FAIL-0000000096,EQ-000000081,FAC-000005,2023-03-11T21:00:00+00:00,blocked_operation,0.3195,operator_error,operator,1586.67,16.76,0,0.087,213.71,0.0,4.507,0
+FAIL-0000000097,EQ-000000081,FAC-000005,2023-03-12T06:00:00+00:00,seal_degradation,0.3315,H2S_exposure,operator,1248.44,16.52,0,3.112,1386.44,0.3901,11.16,0
+FAIL-0000000098,EQ-000000081,FAC-000005,2023-02-06T07:00:00+00:00,blocked_operation,0.791,foreign_object_damage,vibration_monitor,1538.79,16.79,0,2.728,1709.95,0.3221,19.326,1
+FAIL-0000000099,EQ-000000085,FAC-000006,2023-03-22T14:00:00+00:00,blocked_operation,0.4429,high_humidity,pressure_alarm,1583.18,49.08,0,2.744,838.78,0.3506,7.336,0
+FAIL-0000000101,EQ-000000090,FAC-000006,2023-01-23T04:00:00+00:00,seat_leakage,0.3949,process_upset,inspection,1947.24,17.49,0,23.81,1131.59,0.4828,10.47,1
+FAIL-0000000102,EQ-000000090,FAC-000006,2023-01-04T18:00:00+00:00,stem_corrosion,0.3862,foreign_object_damage,temperature_alarm,2271.29,9.24,0,4.357,1954.14,0.0218,7.689,1
+FAIL-0000000103,EQ-000000091,FAC-000006,2023-01-23T14:00:00+00:00,packing_leak,0.3222,contamination,operator,2171.38,27.27,0,30.608,788.17,0.5151,5.136,1
+FAIL-0000000105,EQ-000000094,FAC-000006,2023-03-15T03:00:00+00:00,stiction,0.3674,H2S_exposure,temperature_alarm,1953.88,7.3,0,2.152,1346.03,0.6145,4.638,0
+FAIL-0000000106,EQ-000000094,FAC-000006,2023-01-17T13:00:00+00:00,actuator_failure,0.3848,H2S_exposure,pressure_alarm,2292.49,42.36,0,1.412,1296.48,0.3253,6.041,1
+FAIL-0000000107,EQ-000000100,FAC-000006,2023-01-18T19:00:00+00:00,stiction,0.3237,foreign_object_damage,inspection,2749.95,22.01,0,13.587,1845.6,0.5946,2.175,0
+FAIL-0000000114,EQ-000000107,FAC-000007,2023-03-10T01:00:00+00:00,actuator_failure,0.5423,contamination,pressure_alarm,1517.52,17.64,0,5.113,1812.51,0.4912,12.039,0
+FAIL-0000000115,EQ-000000108,FAC-000007,2023-01-07T16:00:00+00:00,seal_degradation,0.1882,maintenance_error,temperature_alarm,1568.27,8.98,0,2.56,904.59,0.2861,6.494,0
+FAIL-0000000116,EQ-000000109,FAC-000007,2023-03-26T00:00:00+00:00,stem_corrosion,0.5064,thermal_cycling,inspection,2055.65,9.64,0,4.446,888.24,0.2506,14.701,1
+FAIL-0000000117,EQ-000000110,FAC-000007,2023-03-08T19:00:00+00:00,positioner_fault,0.5575,sensor_drift,vibration_monitor,3599.02,10.5,0,3.8,1350.68,0.2026,4.857,1
+FAIL-0000000118,EQ-000000110,FAC-000007,2023-02-20T18:00:00+00:00,actuator_failure,0.2825,poor_lubrication,vibration_monitor,3129.09,12.95,0,15.311,1918.76,0.5114,7.171,0
+FAIL-0000000120,EQ-000000115,FAC-000007,2023-01-20T02:00:00+00:00,stem_corrosion,0.5939,design_limit_exceeded,inspection,2623.05,16.93,0,0.983,1726.6,0.0215,14.177,0
+FAIL-0000000121,EQ-000000117,FAC-000007,2023-03-01T02:00:00+00:00,seat_leakage,0.2171,high_humidity,vibration_monitor,2372.94,6.26,0,23.712,1109.88,0.0,6.587,0
+FAIL-0000000124,EQ-000000120,FAC-000008,2023-03-06T12:00:00+00:00,packing_leak,0.686,high_humidity,predictive_model,1716.59,13.39,0,0.981,2956.89,0.3562,7.046,1
+FAIL-0000000126,EQ-000000123,FAC-000008,2023-03-10T12:00:00+00:00,actuator_failure,0.0708,design_limit_exceeded,operator,3330.03,4.03,0,1.854,1221.76,0.3155,6.007,1
+FAIL-0000000128,EQ-000000125,FAC-000008,2023-03-27T15:00:00+00:00,actuator_failure,0.3352,thermal_cycling,operator,3217.65,14.51,0,2.625,1560.93,0.2489,2.06,1
+FAIL-0000000136,EQ-000000131,FAC-000008,2023-02-19T13:00:00+00:00,stem_corrosion,0.2822,operator_error,pressure_alarm,2128.05,15.25,0,3.463,573.26,0.3978,5.839,0
+FAIL-0000000138,EQ-000000134,FAC-000008,2023-03-04T17:00:00+00:00,stem_corrosion,0.3152,H2S_exposure,predictive_model,1694.62,16.78,0,1.302,482.07,0.2832,6.004,0
+FAIL-0000000142,EQ-000000141,FAC-000009,2023-02-28T00:00:00+00:00,seal_degradation,0.2104,misalignment,pressure_alarm,11570.13,31.39,0,0.329,759.45,0.0997,3.243,0
+FAIL-0000000143,EQ-000000142,FAC-000009,2023-03-25T10:00:00+00:00,packing_leak,0.2007,operator_error,pressure_alarm,4874.86,18.74,0,1.804,948.12,0.1599,1.798,1
+FAIL-0000000148,EQ-000000148,FAC-000009,2023-01-01T22:00:00+00:00,packing_leak,0.2684,process_upset,vibration_monitor,2475.42,13.85,0,4.709,627.55,0.2967,5.622,1
+FAIL-0000000149,EQ-000000148,FAC-000009,2023-03-24T20:00:00+00:00,positioner_fault,0.6864,sensor_drift,operator,2259.14,17.52,1,0.484,2382.48,0.2884,8.991,0
+FAIL-0000000150,EQ-000000148,FAC-000009,2023-02-24T05:00:00+00:00,packing_leak,0.2945,sensor_drift,temperature_alarm,2577.37,11.77,0,0.468,1391.7,0.0,7.122,1
+FAIL-0000000151,EQ-000000148,FAC-000009,2023-02-13T23:00:00+00:00,stem_corrosion,0.8493,design_limit_exceeded,operator,2086.21,12.61,1,2.427,1895.44,0.1759,11.323,0
+FAIL-0000000152,EQ-000000149,FAC-000009,2023-01-23T10:00:00+00:00,stiction,0.6968,thermal_cycling,predictive_model,2438.48,14.27,1,2.423,1731.17,1.0,13.602,0
+FAIL-0000000153,EQ-000000149,FAC-000009,2023-01-12T20:00:00+00:00,stiction,0.5262,maintenance_error,inspection,2759.92,10.91,0,0.0,1107.68,0.9029,5.698,0
+FAIL-0000000157,EQ-000000153,FAC-000009,2023-02-21T16:00:00+00:00,seat_leakage,0.1524,poor_lubrication,operator,5703.34,21.0,0,0.61,954.41,0.122,7.688,0
+FAIL-0000000158,EQ-000000154,FAC-000009,2023-02-02T22:00:00+00:00,seat_leakage,0.2265,thermal_cycling,temperature_alarm,1287.02,9.9,0,6.888,800.72,0.5469,6.449,0
+FAIL-0000000159,EQ-000000154,FAC-000009,2023-01-29T14:00:00+00:00,stem_corrosion,0.2613,operator_error,vibration_monitor,1072.07,26.24,0,2.377,916.55,0.0134,4.845,1
+FAIL-0000000160,EQ-000000154,FAC-000009,2023-01-01T19:00:00+00:00,stem_corrosion,0.3546,H2S_exposure,operator,1383.22,12.03,0,1.247,638.61,0.4003,3.127,0
+FAIL-0000000161,EQ-000000154,FAC-000009,2023-01-10T10:00:00+00:00,stem_corrosion,0.5489,sensor_drift,vibration_monitor,1188.4,9.78,0,1.836,1659.68,0.2383,5.42,0
+FAIL-0000000163,EQ-000000156,FAC-000010,2023-01-21T09:00:00+00:00,packing_leak,0.2829,foreign_object_damage,operator,1267.54,8.51,0,0.627,1106.66,0.2357,2.637,1
+FAIL-0000000164,EQ-000000156,FAC-000010,2023-03-12T10:00:00+00:00,seat_leakage,0.4407,corrosion,predictive_model,1152.27,9.7,0,8.985,1817.08,0.4162,0.0,0
+FAIL-0000000165,EQ-000000156,FAC-000010,2023-01-10T13:00:00+00:00,actuator_failure,0.629,sensor_drift,inspection,1472.73,47.22,0,0.861,2392.63,0.5352,7.794,0
+FAIL-0000000166,EQ-000000156,FAC-000010,2023-01-24T02:00:00+00:00,seal_degradation,0.3255,maintenance_error,operator,1286.25,26.78,0,4.201,1215.42,0.3873,4.035,1
+FAIL-0000000167,EQ-000000156,FAC-000010,2023-02-01T13:00:00+00:00,stem_corrosion,0.6919,thermal_cycling,inspection,1327.16,25.72,0,0.0,842.61,0.3294,11.52,0
+FAIL-0000000168,EQ-000000156,FAC-000010,2023-03-22T02:00:00+00:00,actuator_failure,0.294,operator_error,temperature_alarm,1520.42,32.21,0,0.854,2345.07,0.2985,0.0,0
+FAIL-0000000169,EQ-000000157,FAC-000010,2023-01-22T19:00:00+00:00,actuator_failure,0.3807,contamination,vibration_monitor,2159.2,15.0,0,4.062,1728.23,0.0379,6.596,0
+FAIL-0000000170,EQ-000000157,FAC-000010,2023-01-06T05:00:00+00:00,blocked_operation,0.2719,misalignment,operator,2014.12,45.4,0,0.381,1590.99,0.325,10.104,0
+FAIL-0000000175,EQ-000000159,FAC-000010,2023-01-05T18:00:00+00:00,blocked_operation,0.3008,misalignment,inspection,2942.03,17.73,0,4.095,848.42,0.1673,4.078,0
+FAIL-0000000176,EQ-000000160,FAC-000010,2023-03-18T22:00:00+00:00,packing_leak,0.4613,H2S_exposure,vibration_monitor,1133.81,24.57,0,0.256,1564.2,0.1833,6.87,1
+FAIL-0000000177,EQ-000000160,FAC-000010,2023-02-08T00:00:00+00:00,seal_degradation,0.3356,maintenance_error,temperature_alarm,1281.75,19.3,0,0.0,1342.39,0.0129,4.297,0
+FAIL-0000000183,EQ-000000163,FAC-000010,2023-02-07T10:00:00+00:00,positioner_fault,0.4722,foreign_object_damage,inspection,2794.2,9.62,0,9.836,1282.27,0.3543,11.741,0
+FAIL-0000000184,EQ-000000164,FAC-000010,2023-03-01T11:00:00+00:00,actuator_failure,0.1642,corrosion,temperature_alarm,1707.7,11.86,0,6.687,1789.01,0.0878,0.0,0
+FAIL-0000000187,EQ-000000168,FAC-000010,2023-02-16T08:00:00+00:00,stiction,0.1531,foreign_object_damage,vibration_monitor,1784.39,27.11,0,1.039,1116.52,0.766,5.09,0
+FAIL-0000000188,EQ-000000168,FAC-000010,2023-03-08T20:00:00+00:00,stem_corrosion,0.5417,normal_wear,vibration_monitor,1847.08,28.89,0,7.571,2089.26,0.0989,6.868,0
+FAIL-0000000189,EQ-000000170,FAC-000011,2023-02-27T07:00:00+00:00,seat_leakage,0.625,sensor_drift,predictive_model,2422.29,36.44,0,51.497,1310.03,0.6927,8.371,0
+FAIL-0000000195,EQ-000000180,FAC-000011,2023-03-31T00:00:00+00:00,positioner_fault,0.1842,maintenance_error,temperature_alarm,3191.02,8.6,0,3.381,849.04,0.0426,0.0,0
+FAIL-0000000196,EQ-000000180,FAC-000011,2023-01-08T19:00:00+00:00,stiction,0.3664,corrosion,operator,3956.03,10.81,0,0.724,1682.43,0.557,8.41,0
+FAIL-0000000197,EQ-000000181,FAC-000011,2023-01-12T16:00:00+00:00,seat_leakage,0.3109,corrosion,operator,1260.42,22.08,0,1.902,833.84,0.1189,0.0,0
+FAIL-0000000198,EQ-000000181,FAC-000011,2023-03-29T03:00:00+00:00,actuator_failure,0.8589,poor_lubrication,vibration_monitor,1495.1,27.66,1,0.0,2655.99,0.0824,14.103,0
+FAIL-0000000199,EQ-000000181,FAC-000011,2023-01-09T03:00:00+00:00,stiction,0.2211,thermal_cycling,inspection,1236.02,14.78,0,2.709,1062.69,0.9193,0.0,0
+FAIL-0000000201,EQ-000000183,FAC-000011,2023-01-14T12:00:00+00:00,seal_degradation,0.7709,normal_wear,inspection,3082.57,39.54,1,5.706,2512.96,0.2191,11.356,0
+FAIL-0000000211,EQ-000000188,FAC-000011,2023-03-20T10:00:00+00:00,seal_degradation,0.1397,contamination,operator,1937.72,16.41,0,0.0,1585.64,0.1078,0.0,1
+FAIL-0000000212,EQ-000000188,FAC-000011,2023-02-23T11:00:00+00:00,seat_leakage,0.6272,maintenance_error,inspection,1571.47,27.65,0,7.617,1429.33,0.1182,2.12,0
+FAIL-0000000213,EQ-000000188,FAC-000011,2023-02-02T08:00:00+00:00,blocked_operation,0.2484,process_upset,vibration_monitor,1861.55,8.38,0,4.88,588.93,0.2716,3.571,0
+FAIL-0000000214,EQ-000000189,FAC-000012,2023-02-02T03:00:00+00:00,actuator_failure,0.1679,thermal_cycling,temperature_alarm,1036.24,8.83,0,0.0,1096.41,0.0843,1.949,0
+FAIL-0000000220,EQ-000000193,FAC-000012,2023-03-17T02:00:00+00:00,packing_leak,0.4835,foreign_object_damage,inspection,1511.64,16.8,0,8.105,1947.82,0.3459,7.128,1
+FAIL-0000000221,EQ-000000193,FAC-000012,2023-02-08T02:00:00+00:00,seat_leakage,0.6677,corrosion,inspection,1434.24,41.94,1,21.359,2042.15,0.0,10.792,1
+FAIL-0000000223,EQ-000000195,FAC-000012,2023-02-06T23:00:00+00:00,seal_degradation,0.2384,normal_wear,operator,1405.11,9.83,0,7.991,535.14,0.4759,3.883,1
+FAIL-0000000224,EQ-000000195,FAC-000012,2023-03-06T13:00:00+00:00,stem_corrosion,0.3341,poor_lubrication,operator,1175.59,14.46,0,7.149,654.6,0.6981,3.158,0
+FAIL-0000000225,EQ-000000196,FAC-000012,2023-03-28T12:00:00+00:00,stiction,0.2873,high_humidity,vibration_monitor,803.49,11.25,0,0.178,880.02,0.8713,6.666,0
+FAIL-0000000226,EQ-000000196,FAC-000012,2023-03-25T06:00:00+00:00,actuator_failure,0.7937,thermal_cycling,predictive_model,1067.2,25.47,0,12.218,2817.27,0.4079,23.525,0
+FAIL-0000000227,EQ-000000196,FAC-000012,2023-03-26T11:00:00+00:00,packing_leak,0.47,sensor_drift,operator,970.22,12.09,0,0.767,1694.99,0.3232,10.771,1
+FAIL-0000000228,EQ-000000196,FAC-000012,2023-01-16T10:00:00+00:00,actuator_failure,0.6276,design_limit_exceeded,predictive_model,995.05,19.85,0,21.174,2617.52,0.5095,7.775,0
+FAIL-0000000229,EQ-000000197,FAC-000012,2023-02-12T15:00:00+00:00,packing_leak,0.4966,sensor_drift,inspection,1140.63,13.14,0,0.0,1323.11,0.2356,3.002,1
+FAIL-0000000230,EQ-000000197,FAC-000012,2023-01-28T06:00:00+00:00,seat_leakage,0.3847,contamination,operator,1345.52,11.36,0,13.383,533.0,0.1761,10.015,1
+FAIL-0000000234,EQ-000000199,FAC-000012,2023-03-18T13:00:00+00:00,stiction,0.1686,high_humidity,vibration_monitor,1933.95,7.53,0,0.236,986.02,0.5272,1.785,0
+FAIL-0000000235,EQ-000000199,FAC-000012,2023-03-08T20:00:00+00:00,positioner_fault,0.3445,normal_wear,operator,1826.82,8.61,0,4.448,763.06,0.3412,11.767,0
+FAIL-0000000237,EQ-000000202,FAC-000012,2023-02-19T03:00:00+00:00,stem_corrosion,0.1088,process_upset,operator,1164.09,5.39,0,9.031,180.36,0.4338,8.982,0
+FAIL-0000000238,EQ-000000202,FAC-000012,2023-01-08T15:00:00+00:00,blocked_operation,0.5588,sensor_drift,pressure_alarm,1536.36,34.69,0,17.897,2087.54,0.5793,11.443,0
+FAIL-0000000239,EQ-000000202,FAC-000012,2023-02-22T04:00:00+00:00,blocked_operation,0.4659,contamination,vibration_monitor,1165.08,12.27,0,2.907,1160.27,0.2432,7.783,0
+FAIL-0000000241,EQ-000000204,FAC-000012,2023-02-25T17:00:00+00:00,stem_corrosion,0.5886,high_humidity,inspection,1976.61,32.89,0,0.0,2122.67,0.4015,15.916,0
+FAIL-0000000242,EQ-000000204,FAC-000012,2023-01-05T02:00:00+00:00,stiction,0.173,foreign_object_damage,operator,1646.8,19.19,0,3.19,703.76,0.8174,7.311,0
+FAIL-0000000253,EQ-000000217,FAC-000013,2023-01-07T11:00:00+00:00,actuator_failure,0.7205,operator_error,vibration_monitor,4765.41,45.21,1,3.874,2461.18,0.3,7.126,1
+FAIL-0000000266,EQ-000000224,FAC-000013,2023-02-27T05:00:00+00:00,blocked_operation,0.3191,contamination,predictive_model,1352.84,11.86,0,10.277,1384.4,0.0,0.0,0
+FAIL-0000000267,EQ-000000224,FAC-000013,2023-01-07T15:00:00+00:00,stem_corrosion,0.3676,normal_wear,operator,1340.93,20.19,0,10.734,1958.89,0.3754,7.98,0
+FAIL-0000000269,EQ-000000226,FAC-000013,2023-01-31T00:00:00+00:00,stem_corrosion,0.3221,thermal_cycling,operator,3459.04,12.55,0,0.0,555.48,0.3856,0.0,1
+FAIL-0000000270,EQ-000000228,FAC-000014,2023-01-26T12:00:00+00:00,seat_leakage,0.1716,misalignment,pressure_alarm,2306.39,19.03,0,11.867,832.52,0.1696,1.195,0
+FAIL-0000000280,EQ-000000239,FAC-000014,2023-03-02T02:00:00+00:00,seat_leakage,0.3776,misalignment,pressure_alarm,2957.43,39.78,0,5.383,856.73,0.0834,9.018,0
+FAIL-0000000281,EQ-000000240,FAC-000014,2023-03-08T08:00:00+00:00,actuator_failure,0.3561,sensor_drift,inspection,1905.48,20.4,0,7.426,1975.36,0.1452,7.851,0
+FAIL-0000000282,EQ-000000240,FAC-000014,2023-01-11T20:00:00+00:00,positioner_fault,0.5264,H2S_exposure,vibration_monitor,1837.96,44.57,0,1.875,1700.94,0.3756,15.463,0
+FAIL-0000000283,EQ-000000241,FAC-000014,2023-02-21T05:00:00+00:00,blocked_operation,0.7588,operator_error,inspection,3806.39,27.28,1,0.802,1910.47,0.5128,11.723,1
+FAIL-0000000284,EQ-000000243,FAC-000014,2023-03-28T18:00:00+00:00,seat_leakage,0.1689,maintenance_error,operator,2523.25,14.3,0,8.566,886.76,0.2018,3.98,0
+FAIL-0000000285,EQ-000000244,FAC-000014,2023-02-07T00:00:00+00:00,actuator_failure,0.1685,high_humidity,inspection,1833.17,13.99,0,0.0,2368.81,0.2873,5.049,0
+FAIL-0000000286,EQ-000000246,FAC-000014,2023-02-10T10:00:00+00:00,stem_corrosion,0.293,design_limit_exceeded,predictive_model,2124.72,10.63,0,3.751,1313.94,0.3547,6.071,1
+FAIL-0000000287,EQ-000000246,FAC-000014,2023-02-06T06:00:00+00:00,positioner_fault,0.451,misalignment,operator,1757.88,7.4,0,2.188,1295.62,0.5143,14.94,0
+FAIL-0000000288,EQ-000000246,FAC-000014,2023-02-09T21:00:00+00:00,seat_leakage,0.2465,operator_error,operator,1487.75,5.1,0,4.333,1627.2,0.2292,5.417,0
+FAIL-0000000289,EQ-000000246,FAC-000014,2023-03-01T11:00:00+00:00,stiction,0.1944,normal_wear,pressure_alarm,1735.72,6.86,0,8.168,988.41,0.5224,0.0,0
+FAIL-0000000292,EQ-000000251,FAC-000015,2023-02-05T18:00:00+00:00,stiction,0.9231,sensor_drift,vibration_monitor,4652.55,24.28,1,2.118,2325.71,0.768,17.764,0
+FAIL-0000000293,EQ-000000251,FAC-000015,2023-03-04T14:00:00+00:00,seat_leakage,0.4381,thermal_cycling,vibration_monitor,5368.04,9.09,0,7.066,1243.41,0.199,12.08,0
+FAIL-0000000296,EQ-000000253,FAC-000015,2023-02-26T03:00:00+00:00,actuator_failure,0.8393,misalignment,vibration_monitor,2340.41,24.43,1,0.0,2958.3,0.2131,13.707,0
+FAIL-0000000310,EQ-000000263,FAC-000016,2023-02-20T14:00:00+00:00,packing_leak,0.4079,contamination,predictive_model,2910.95,10.6,0,1.195,1304.43,0.2784,0.012,1
+FAIL-0000000311,EQ-000000263,FAC-000016,2023-01-07T18:00:00+00:00,seat_leakage,0.1174,contamination,predictive_model,2465.08,17.95,0,7.571,1106.64,0.0724,5.663,0
+FAIL-0000000312,EQ-000000263,FAC-000016,2023-01-07T01:00:00+00:00,stiction,0.0529,poor_lubrication,pressure_alarm,3301.81,15.02,0,72.753,416.79,0.7746,0.0,0
+FAIL-0000000315,EQ-000000265,FAC-000016,2023-02-02T07:00:00+00:00,actuator_failure,0.4183,high_humidity,temperature_alarm,2208.04,11.28,0,0.0,2493.09,0.3153,4.444,1
+FAIL-0000000323,EQ-000000270,FAC-000016,2023-01-08T17:00:00+00:00,seal_degradation,0.3097,high_humidity,operator,1890.92,25.63,0,0.0,1195.19,0.392,5.494,0
+FAIL-0000000324,EQ-000000272,FAC-000016,2023-03-04T17:00:00+00:00,seal_degradation,0.3196,H2S_exposure,temperature_alarm,3905.79,22.26,0,2.035,1378.36,0.2872,3.787,0
+FAIL-0000000327,EQ-000000275,FAC-000016,2023-03-27T03:00:00+00:00,actuator_failure,0.4833,operator_error,predictive_model,2376.78,9.7,0,0.321,1928.03,0.4368,2.906,1
+FAIL-0000000328,EQ-000000276,FAC-000016,2023-03-04T16:00:00+00:00,seat_leakage,0.2054,misalignment,inspection,2727.83,12.99,0,4.325,788.85,0.1973,6.781,0
+FAIL-0000000329,EQ-000000279,FAC-000017,2023-01-15T02:00:00+00:00,stem_corrosion,0.0594,normal_wear,vibration_monitor,2912.59,23.8,0,4.392,303.7,0.3148,0.0,0
+FAIL-0000000330,EQ-000000281,FAC-000017,2023-01-24T09:00:00+00:00,stem_corrosion,0.2878,contamination,inspection,4030.74,10.84,0,20.874,1550.34,0.5157,0.0,0
+FAIL-0000000332,EQ-000000283,FAC-000017,2023-03-11T18:00:00+00:00,seat_leakage,0.3473,process_upset,temperature_alarm,3288.76,10.82,0,8.505,983.92,0.315,2.231,0
+FAIL-0000000333,EQ-000000283,FAC-000017,2023-01-13T20:00:00+00:00,actuator_failure,0.1757,poor_lubrication,operator,3207.62,11.65,0,7.683,2387.85,0.1949,0.0,0
+FAIL-0000000336,EQ-000000287,FAC-000017,2023-01-24T15:00:00+00:00,stem_corrosion,0.3189,high_humidity,operator,2383.05,12.64,0,0.139,1846.01,0.4995,10.984,0
+FAIL-0000000337,EQ-000000287,FAC-000017,2023-03-24T11:00:00+00:00,stem_corrosion,0.7562,normal_wear,inspection,2663.06,18.07,1,0.295,1213.61,0.4472,12.06,0
+FAIL-0000000338,EQ-000000288,FAC-000017,2023-01-09T03:00:00+00:00,seat_leakage,0.4465,corrosion,temperature_alarm,2110.81,19.23,0,23.276,440.61,0.3132,10.287,0
+FAIL-0000000339,EQ-000000288,FAC-000017,2023-01-09T18:00:00+00:00,actuator_failure,0.1625,contamination,temperature_alarm,1672.69,2.54,0,3.507,1730.73,0.2998,5.099,0
+FAIL-0000000340,EQ-000000291,FAC-000017,2023-03-15T22:00:00+00:00,blocked_operation,0.3252,design_limit_exceeded,predictive_model,1688.94,12.33,0,2.851,1342.96,0.338,3.622,0
+FAIL-0000000341,EQ-000000291,FAC-000017,2023-03-04T13:00:00+00:00,packing_leak,0.2688,design_limit_exceeded,inspection,1551.33,4.59,0,0.497,80.0,0.4014,12.436,1
+FAIL-0000000348,EQ-000000297,FAC-000017,2023-01-08T22:00:00+00:00,stem_corrosion,0.5888,poor_lubrication,inspection,1768.96,13.93,0,5.941,1370.0,0.1364,5.928,0
+FAIL-0000000351,EQ-000000300,FAC-000018,2023-01-11T14:00:00+00:00,stem_corrosion,0.2917,contamination,inspection,5140.07,9.61,0,0.872,318.34,0.019,8.781,0
+FAIL-0000000352,EQ-000000300,FAC-000018,2023-03-28T08:00:00+00:00,actuator_failure,0.3206,sensor_drift,operator,4195.22,12.1,0,5.509,1315.14,0.5668,5.928,0
+FAIL-0000000355,EQ-000000302,FAC-000018,2023-01-28T11:00:00+00:00,stiction,0.5742,design_limit_exceeded,pressure_alarm,3183.2,8.06,0,1.097,1426.68,0.7003,0.354,0
+FAIL-0000000356,EQ-000000302,FAC-000018,2023-03-09T16:00:00+00:00,packing_leak,0.055,corrosion,pressure_alarm,2277.24,20.12,0,2.701,1654.75,0.2766,4.381,1
+FAIL-0000000363,EQ-000000310,FAC-000019,2023-01-25T17:00:00+00:00,actuator_failure,0.9898,high_humidity,operator,1587.46,38.79,1,1.45,2907.25,0.6552,14.689,0
+FAIL-0000000364,EQ-000000310,FAC-000019,2023-01-03T05:00:00+00:00,stem_corrosion,0.5619,misalignment,pressure_alarm,1275.85,9.85,0,2.86,1251.1,0.2919,5.361,0
+FAIL-0000000365,EQ-000000311,FAC-000019,2023-01-02T16:00:00+00:00,stem_corrosion,0.6918,misalignment,vibration_monitor,5719.85,9.23,1,5.666,1790.61,0.1949,13.388,0
+FAIL-0000000366,EQ-000000312,FAC-000019,2023-03-04T01:00:00+00:00,stem_corrosion,0.3921,sensor_drift,operator,7444.45,15.37,0,1.734,1908.43,0.4013,7.59,0
+FAIL-0000000369,EQ-000000316,FAC-000019,2023-03-16T15:00:00+00:00,seal_degradation,0.3385,design_limit_exceeded,temperature_alarm,1463.7,15.49,0,8.328,1069.67,0.5313,1.686,0
+FAIL-0000000370,EQ-000000316,FAC-000019,2023-03-23T18:00:00+00:00,stem_corrosion,0.3179,process_upset,inspection,1076.76,20.75,0,14.624,598.97,0.4411,9.554,0
+FAIL-0000000373,EQ-000000321,FAC-000019,2023-03-21T20:00:00+00:00,actuator_failure,0.2346,thermal_cycling,inspection,2269.84,9.93,0,1.543,2163.91,0.2354,0.0,0
+FAIL-0000000378,EQ-000000326,FAC-000019,2023-01-23T00:00:00+00:00,seat_leakage,0.1047,design_limit_exceeded,temperature_alarm,1487.34,10.05,0,21.031,579.36,0.0,0.22,0
+FAIL-0000000379,EQ-000000326,FAC-000019,2023-01-25T20:00:00+00:00,stem_corrosion,0.2399,foreign_object_damage,vibration_monitor,1584.74,10.2,0,0.502,977.25,0.0542,5.294,0
+FAIL-0000000380,EQ-000000327,FAC-000020,2023-03-23T02:00:00+00:00,actuator_failure,0.9027,normal_wear,vibration_monitor,1062.64,57.32,1,1.801,3883.38,0.1253,13.222,0
+FAIL-0000000381,EQ-000000327,FAC-000020,2023-01-02T14:00:00+00:00,stem_corrosion,0.7813,H2S_exposure,operator,1101.62,24.11,1,24.516,2291.27,0.5026,21.457,0
+FAIL-0000000382,EQ-000000327,FAC-000020,2023-01-28T19:00:00+00:00,seal_degradation,0.715,process_upset,operator,1212.31,11.82,1,0.452,1424.88,0.2946,14.891,1
+FAIL-0000000383,EQ-000000327,FAC-000020,2023-01-08T06:00:00+00:00,blocked_operation,0.4875,foreign_object_damage,vibration_monitor,1257.12,18.25,0,11.215,1071.92,0.312,7.711,0
+FAIL-0000000389,EQ-000000337,FAC-000020,2023-03-02T23:00:00+00:00,positioner_fault,0.2488,corrosion,inspection,880.38,7.86,0,0.0,1130.82,0.4446,3.313,0
+FAIL-0000000390,EQ-000000337,FAC-000020,2023-03-26T09:00:00+00:00,seat_leakage,0.2984,contamination,temperature_alarm,912.71,11.29,0,61.559,788.3,0.0,0.0,0
+FAIL-0000000391,EQ-000000337,FAC-000020,2023-02-20T10:00:00+00:00,stiction,0.5181,foreign_object_damage,predictive_model,813.47,21.73,0,0.0,1088.06,0.8487,12.551,0
+FAIL-0000000392,EQ-000000337,FAC-000020,2023-02-09T08:00:00+00:00,seat_leakage,0.3662,operator_error,predictive_model,998.57,37.83,0,2.635,573.29,0.4757,12.753,1
+FAIL-0000000393,EQ-000000337,FAC-000020,2023-02-18T14:00:00+00:00,packing_leak,0.811,high_humidity,predictive_model,1010.7,15.08,1,2.596,2191.62,0.2435,11.825,1
+FAIL-0000000394,EQ-000000337,FAC-000020,2023-01-18T19:00:00+00:00,actuator_failure,0.749,process_upset,predictive_model,1021.97,19.56,1,1.963,2213.49,0.1075,11.423,1
+FAIL-0000000395,EQ-000000337,FAC-000020,2023-01-21T18:00:00+00:00,packing_leak,0.5236,corrosion,vibration_monitor,896.68,13.47,0,3.345,2317.23,0.2625,6.026,1

vibration_signals.csv ADDED Viewed

The diff for this file is too large to render. See raw diff