Datasets:

xpertsystems
/

oil038-sample

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