Datasets:

davidfertube
/

turbine-health-data

cycle int64 1 20	health_index float64 24.7 98.5	vibration float64 0.12 0.62	heat_rate_delta float64 0.8 12	operating_hours int64 45.3k 72.8k	start_count int64 892 1.25k
1	98.5	0.12	0.8	45,250	892
2	98.2	0.12	0.9	45,274	892
3	97.9	0.13	1	45,298	893
4	97.6	0.13	1.1	45,322	893
5	97.3	0.13	1.2	45,346	894
6	97	0.14	1.3	45,370	894
7	96.7	0.14	1.4	45,394	895
8	96.4	0.14	1.5	45,418	895
9	96.1	0.15	1.6	45,442	896
10	95.8	0.15	1.7	45,466	896
11	95.5	0.15	1.8	45,490	897
12	95.2	0.16	1.9	45,514	897
13	94.9	0.16	2	45,538	898
14	94.6	0.16	2.1	45,562	898
15	94.3	0.17	2.2	45,586	899
16	94	0.17	2.3	45,610	899
17	93.7	0.17	2.4	45,634	900
18	93.4	0.18	2.5	45,658	900
19	93.1	0.18	2.6	45,682	901
20	92.8	0.18	2.7	45,706	901
1	52.5	0.38	5.8	72,500	1,245
2	51.2	0.39	6	72,524	1,245
3	49.8	0.4	6.2	72,548	1,246
4	48.3	0.41	6.5	72,572	1,246
5	46.7	0.42	6.8	72,596	1,247
6	45	0.43	7.1	72,620	1,247
7	43.2	0.45	7.5	72,644	1,248
8	41.3	0.46	7.9	72,668	1,248
9	39.3	0.48	8.3	72,692	1,249
10	37.2	0.5	8.8	72,716	1,249
11	35	0.52	9.3	72,740	1,250
12	32.6	0.54	9.9	72,764	1,250
13	30.1	0.56	10.5	72,788	1,251
14	27.5	0.59	11.2	72,812	1,251
15	24.7	0.62	12	72,836	1,252

CCGT Health History Dataset

Production-ready asset health data for Combined Cycle Gas Turbine RUL prediction. Designed to simulate real enterprise RAG documents for the Predictive Maintenance Space.

Overview

This dataset provides realistic operational data that mirrors what you'd find in actual power plant historian systems (PI, OSIsoft, Honeywell PHD). Use these files to test the RUL prediction model or upload your own asset data.

Files

File	Description	Use Case
`ge_7fa_unit3_q4_2024.csv`	GE Frame 7FA Unit 3 - Q4 2024 health data	Healthy asset trending
`siemens_sgt800_overhaul.csv`	Siemens SGT-800 pre-overhaul condition	Degradation detection

Data Schema

Matches standard power plant historian exports:

cycle          - Operating cycle count
health_index   - Composite health score (0-100%)
vibration      - RMS vibration velocity (in/s)
heat_rate_delta - Deviation from design efficiency (%)
operating_hours - Cumulative runtime hours
start_count    - Hot/warm/cold start cycles

Upload Your Own Data

The Predictive Maintenance Space accepts CSV uploads with this schema. Export from your historian (PI, PHD, etc.) and upload for instant RUL analysis.