oil039-sample / failure_events.csv
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failure_id,equipment_id,failure_timestamp,asset_type,failure_mode,root_cause,severity,detected_by,production_loss_bbl,safety_impact_flag
FAIL-EQ-0000012-000054,EQ-0000012,2024-01-28T00:00:00,gearbox,misalignment,spare_part_delay,major,operator_round,1895.45,False
FAIL-EQ-0000014-000140,EQ-0000014,2024-03-11T00:00:00,electric_motor,power_quality_issue,high_load_cycles,critical,shutdown_trip,4839.02,False
FAIL-EQ-0000030-000178,EQ-0000030,2024-03-30T00:00:00,centrifugal_pump,cavitation,operator_override,critical,vibration_alarm,1066.63,False
FAIL-EQ-0000034-000162,EQ-0000034,2024-03-22T00:00:00,electric_motor,power_quality_issue,corrosion_environment,catastrophic,predictive_model,802.23,False
FAIL-EQ-0000045-000054,EQ-0000045,2024-01-28T00:00:00,pipeline_segment,fatigue_crack,process_upset,major,shutdown_trip,726.43,False
FAIL-EQ-0000047-000061,EQ-0000047,2024-01-31T12:00:00,electric_motor,stator_insulation_degradation,spare_part_delay,major,shutdown_trip,1659.44,False
FAIL-EQ-0000055-000074,EQ-0000055,2024-02-07T00:00:00,centrifugal_pump,cavitation,high_load_cycles,major,predictive_model,560.56,True
FAIL-EQ-0000071-000069,EQ-0000071,2024-02-04T12:00:00,control_valve,actuator_fault,vendor_quality_issue,critical,shutdown_trip,693.45,False
FAIL-EQ-0000072-000135,EQ-0000072,2024-03-08T12:00:00,centrifugal_compressor,bearing_wear,installation_error,major,operator_round,1876.39,False
FAIL-EQ-0000079-000081,EQ-0000079,2024-02-10T12:00:00,pipeline_segment,coating_degradation,vendor_quality_issue,major,shutdown_trip,1262.36,False
FAIL-EQ-0000085-000087,EQ-0000085,2024-02-13T12:00:00,centrifugal_compressor,bearing_wear,installation_error,major,temperature_alarm,716.8,False
FAIL-EQ-0000087-000167,EQ-0000087,2024-03-24T12:00:00,gearbox,overload_damage,high_load_cycles,major,shutdown_trip,2418.83,False
FAIL-EQ-0000089-000066,EQ-0000089,2024-02-03T00:00:00,electric_motor,bearing_wear,installation_error,major,predictive_model,677.9,False
FAIL-EQ-0000091-000068,EQ-0000091,2024-02-04T00:00:00,reciprocating_compressor,valve_failure,process_upset,major,predictive_model,1786.78,False
FAIL-EQ-0000092-000085,EQ-0000092,2024-02-12T12:00:00,control_valve,positioner_drift,process_upset,major,operator_round,2003.08,True
FAIL-EQ-0000095-000122,EQ-0000095,2024-03-02T00:00:00,pipeline_segment,internal_corrosion,sensor_calibration_drift,major,temperature_alarm,3883.09,False
FAIL-EQ-0000099-000115,EQ-0000099,2024-02-27T12:00:00,pipeline_segment,pressure_cycle_damage,normal_wear,major,predictive_model,516.57,False
FAIL-EQ-0000106-000072,EQ-0000106,2024-02-06T00:00:00,electric_motor,bearing_wear,vendor_quality_issue,major,predictive_model,685.11,False
FAIL-EQ-0000112-000075,EQ-0000112,2024-02-07T12:00:00,reciprocating_compressor,seal_failure,operator_override,major,predictive_model,3919.57,False
FAIL-EQ-0000113-000166,EQ-0000113,2024-03-24T00:00:00,electric_motor,power_quality_issue,corrosion_environment,major,predictive_model,372.67,False
FAIL-EQ-0000114-000141,EQ-0000114,2024-03-11T12:00:00,pipeline_segment,coating_degradation,installation_error,major,temperature_alarm,838.58,False
FAIL-EQ-0000116-000040,EQ-0000116,2024-01-21T00:00:00,control_valve,actuator_fault,process_upset,major,temperature_alarm,750.6,False
FAIL-EQ-0000117-000055,EQ-0000117,2024-01-28T12:00:00,electric_motor,stator_insulation_degradation,spare_part_delay,major,operator_round,3847.03,False
FAIL-EQ-0000118-000037,EQ-0000118,2024-01-19T12:00:00,control_valve,stiction,corrosion_environment,catastrophic,shutdown_trip,2078.49,False
FAIL-EQ-0000120-000088,EQ-0000120,2024-02-14T00:00:00,electric_motor,power_quality_issue,vendor_quality_issue,critical,predictive_model,2142.08,False
FAIL-EQ-0000122-000110,EQ-0000122,2024-02-25T00:00:00,heat_exchanger,flow_maldistribution,operator_override,major,temperature_alarm,324.08,False
FAIL-EQ-0000124-000142,EQ-0000124,2024-03-12T00:00:00,heat_exchanger,thermal_stress,lubrication_contamination,critical,predictive_model,2322.96,False
FAIL-EQ-0000134-000064,EQ-0000134,2024-02-02T00:00:00,centrifugal_compressor,seal_failure,vendor_quality_issue,major,predictive_model,413.1,False
FAIL-EQ-0000137-000106,EQ-0000137,2024-02-23T00:00:00,centrifugal_pump,seal_leak,process_upset,major,vibration_alarm,1379.73,False
FAIL-EQ-0000141-000123,EQ-0000141,2024-03-02T12:00:00,control_valve,actuator_fault,lubrication_contamination,major,temperature_alarm,277.92,False
FAIL-EQ-0000147-000129,EQ-0000147,2024-03-05T12:00:00,centrifugal_compressor,surge_damage,vendor_quality_issue,critical,temperature_alarm,981.63,False
FAIL-EQ-0000148-000086,EQ-0000148,2024-02-13T00:00:00,centrifugal_pump,shaft_misalignment,installation_error,critical,temperature_alarm,1396.25,False
FAIL-EQ-0000149-000048,EQ-0000149,2024-01-25T00:00:00,centrifugal_pump,shaft_misalignment,corrosion_environment,critical,operator_round,953.7,False
FAIL-EQ-0000150-000131,EQ-0000150,2024-03-06T12:00:00,pipeline_segment,internal_corrosion,operator_override,major,vibration_alarm,224.94,False
FAIL-EQ-0000163-000076,EQ-0000163,2024-02-08T00:00:00,gas_turbine,lubrication_loss,high_load_cycles,major,operator_round,1106.63,False
FAIL-EQ-0000165-000174,EQ-0000165,2024-03-28T00:00:00,centrifugal_compressor,blade_fouling,spare_part_delay,major,temperature_alarm,492.03,True
FAIL-EQ-0000166-000173,EQ-0000166,2024-03-27T12:00:00,centrifugal_compressor,bearing_wear,process_upset,major,operator_round,1146.1,False
FAIL-EQ-0000167-000178,EQ-0000167,2024-03-30T00:00:00,separator,pressure_control_fault,normal_wear,critical,shutdown_trip,1095.37,False
FAIL-EQ-0000168-000078,EQ-0000168,2024-02-09T00:00:00,electric_motor,power_quality_issue,normal_wear,catastrophic,vibration_alarm,766.75,True
FAIL-EQ-0000169-000173,EQ-0000169,2024-03-27T12:00:00,separator,fouling,sensor_calibration_drift,major,operator_round,915.97,False
FAIL-EQ-0000175-000168,EQ-0000175,2024-03-25T00:00:00,gas_turbine,combustion_instability,high_load_cycles,major,operator_round,8844.96,False
FAIL-EQ-0000182-000045,EQ-0000182,2024-01-23T12:00:00,heat_exchanger,flow_maldistribution,corrosion_environment,catastrophic,operator_round,731.2,False
FAIL-EQ-0000183-000118,EQ-0000183,2024-02-29T00:00:00,separator,valve_stiction,corrosion_environment,critical,temperature_alarm,289.36,False
FAIL-EQ-0000188-000013,EQ-0000188,2024-01-07T12:00:00,separator,valve_stiction,deferred_maintenance,major,predictive_model,4271.83,False
FAIL-EQ-0000192-000065,EQ-0000192,2024-02-02T12:00:00,pipeline_segment,internal_corrosion,lubrication_contamination,major,operator_round,579.51,False
FAIL-EQ-0000196-000122,EQ-0000196,2024-03-02T00:00:00,centrifugal_pump,cavitation,vendor_quality_issue,catastrophic,shutdown_trip,1622.77,True
FAIL-EQ-0000203-000126,EQ-0000203,2024-03-04T00:00:00,centrifugal_compressor,bearing_wear,process_upset,major,vibration_alarm,1824.57,False
FAIL-EQ-0000207-000157,EQ-0000207,2024-03-19T12:00:00,centrifugal_pump,cavitation,spare_part_delay,critical,operator_round,237.02,False
FAIL-EQ-0000214-000086,EQ-0000214,2024-02-13T00:00:00,pipeline_segment,internal_corrosion,vendor_quality_issue,major,temperature_alarm,401.35,False
FAIL-EQ-0000215-000148,EQ-0000215,2024-03-15T00:00:00,gearbox,bearing_wear,process_upset,major,operator_round,308.14,False
FAIL-EQ-0000222-000072,EQ-0000222,2024-02-06T00:00:00,electric_motor,power_quality_issue,lubrication_contamination,critical,predictive_model,646.9,True
FAIL-EQ-0000226-000045,EQ-0000226,2024-01-23T12:00:00,reciprocating_compressor,seal_failure,normal_wear,major,operator_round,288.22,True
FAIL-EQ-0000238-000086,EQ-0000238,2024-02-13T00:00:00,reciprocating_compressor,valve_failure,installation_error,major,vibration_alarm,227.22,False