equipment_failures.csv

failure_id,equipment_id,failure_date,failure_mode,root_cause,severity,repair_cost_usd
FAIL-EQ-0000007,EQ-0000007,2025-10-05,lubrication_breakdown,fouling,medium,2302.12
FAIL-EQ-0000028,EQ-0000028,2025-04-10,surge_event,corrosion,high,14148.31
FAIL-EQ-0000030,EQ-0000030,2025-10-09,thermal_runaway,fouling,low,11067.83
FAIL-EQ-0000039,EQ-0000039,2025-04-16,cavitation,fouling,medium,9793.4
FAIL-EQ-0000040,EQ-0000040,2025-05-02,cavitation,overheating,medium,2160.31
FAIL-EQ-0000051,EQ-0000051,2025-04-13,lubrication_breakdown,fouling,medium,7184.07
FAIL-EQ-0000061,EQ-0000061,2025-08-15,lubrication_breakdown,overheating,low,24319.42
FAIL-EQ-0000068,EQ-0000068,2025-06-02,shaft_misalignment,fouling,medium,9751.69
FAIL-EQ-0000069,EQ-0000069,2025-03-19,thermal_runaway,lubrication_failure,high,15346.96
FAIL-EQ-0000073,EQ-0000073,2025-07-20,seal_leak,fatigue,high,6643.95
FAIL-EQ-0000078,EQ-0000078,2025-05-14,bearing_failure,fouling,medium,9750.02
FAIL-EQ-0000089,EQ-0000089,2025-03-09,thermal_runaway,corrosion,low,7962.55
FAIL-EQ-0000092,EQ-0000092,2025-10-01,thermal_runaway,corrosion,critical,5392.83
FAIL-EQ-0000098,EQ-0000098,2025-12-09,thermal_runaway,corrosion,high,9264.9
FAIL-EQ-0000114,EQ-0000114,2025-08-04,bearing_failure,operator_error,high,3538.02
FAIL-EQ-0000118,EQ-0000118,2025-10-15,seal_leak,overheating,high,10085.83
FAIL-EQ-0000128,EQ-0000128,2025-07-26,surge_event,fouling,high,18877.82
FAIL-EQ-0000132,EQ-0000132,2025-09-16,shaft_misalignment,corrosion,medium,5681.93
FAIL-EQ-0000142,EQ-0000142,2025-07-25,thermal_runaway,fouling,medium,4344.85
FAIL-EQ-0000150,EQ-0000150,2025-09-26,shaft_misalignment,lubrication_failure,medium,12768.11
FAIL-EQ-0000153,EQ-0000153,2025-02-18,lubrication_breakdown,overheating,medium,10090.94
FAIL-EQ-0000162,EQ-0000162,2025-09-30,thermal_runaway,corrosion,low,7930.49
FAIL-EQ-0000174,EQ-0000174,2025-10-06,fouling_degradation,corrosion,medium,4893.64
FAIL-EQ-0000184,EQ-0000184,2025-08-05,lubrication_breakdown,overheating,high,4825.65
FAIL-EQ-0000200,EQ-0000200,2025-02-09,surge_event,fouling,medium,7405.13
FAIL-EQ-0000203,EQ-0000203,2025-12-12,thermal_runaway,lubrication_failure,critical,13635.44
FAIL-EQ-0000205,EQ-0000205,2025-03-26,seal_leak,corrosion,low,12732.96
FAIL-EQ-0000209,EQ-0000209,2025-03-14,seal_leak,lubrication_failure,critical,14322.86
FAIL-EQ-0000211,EQ-0000211,2025-08-14,thermal_runaway,overheating,low,11278.26
FAIL-EQ-0000212,EQ-0000212,2025-11-19,cavitation,overheating,low,7916.05
FAIL-EQ-0000214,EQ-0000214,2025-11-20,bearing_failure,operator_error,high,5949.96
FAIL-EQ-0000216,EQ-0000216,2025-03-11,cavitation,fatigue,medium,4119.17
FAIL-EQ-0000225,EQ-0000225,2025-02-23,lubrication_breakdown,overheating,low,9159.62
FAIL-EQ-0000232,EQ-0000232,2025-09-19,thermal_runaway,lubrication_failure,low,7544.79
FAIL-EQ-0000238,EQ-0000238,2025-01-31,lubrication_breakdown,fatigue,high,11439.41
FAIL-EQ-0000242,EQ-0000242,2025-03-04,lubrication_breakdown,overheating,high,2157.05
FAIL-EQ-0000243,EQ-0000243,2025-02-26,cavitation,overheating,low,11698.53
FAIL-EQ-0000255,EQ-0000255,2025-07-15,cavitation,lubrication_failure,low,6805.0
FAIL-EQ-0000260,EQ-0000260,2025-11-20,shaft_misalignment,fatigue,medium,2153.26
FAIL-EQ-0000280,EQ-0000280,2025-03-30,surge_event,fouling,medium,8065.32
FAIL-EQ-0000288,EQ-0000288,2025-11-25,lubrication_breakdown,operator_error,medium,2928.81
FAIL-EQ-0000298,EQ-0000298,2025-06-08,fouling_degradation,overheating,low,14807.94
FAIL-EQ-0000306,EQ-0000306,2025-05-26,bearing_failure,fatigue,high,11767.67
FAIL-EQ-0000308,EQ-0000308,2025-06-19,fouling_degradation,corrosion,medium,2620.68
FAIL-EQ-0000310,EQ-0000310,2025-06-21,surge_event,fatigue,high,12830.43
FAIL-EQ-0000318,EQ-0000318,2025-07-20,lubrication_breakdown,lubrication_failure,high,7377.57
FAIL-EQ-0000326,EQ-0000326,2025-08-24,seal_leak,lubrication_failure,high,6356.11