Case Studies

47 resources

Case Studies

Front Suspension Pressure Sensors Simultaneously Unstable in Komatsu 930E Haul Truck

DataMind AI identified a shared electrical fault behind simultaneously unstable front suspension sensors on a Komatsu 930E haul truck, preventing unnecessary component replacement and…

Mobile Fleet

Case Studies

Brake System Pressure Degradation Detected in Epiroc LHD

DataMind AI detected progressive brake pressure degradation in a Epiroc LHD Loader, identifying a worn slack adjuster and preventing brake failure. Saved approximately $22,000…

Mobile Fleet

Case Studies

Engine Cooling System Degradation Detected in GHH LHD Loader

DataMind AI detected degraded radiator heat rejection in a GHH LHD Loader, preventing engine overheating damage and saving an estimated $35,000 and 2 days…

Mobile Fleet

Case Studies

Persistent Wheel Speed Sensor Fault Reduces Traction Control Reliability in Komatsu 930E Haul Truck

DataMind AI identified a persistent wheel speed sensor fault on a Komatsu 930E haul truck, restoring traction control reliability and saving approximately $29,000 and…

Mobile Fleet

Case Studies

Transmission Oil Contamination Identified in GHH LHD Loader

DataMind AI identified transmission oil contamination in a GHH LHD Loader through oil analysis and temperature correlation, preventing gearbox damage and saving an estimated…

Mobile Fleet

Case Studies

Ferrous and Copper Elevation in Wheel Motor Oil Confirms Progressive Bearing Wear in Komatsu 930E Haul Truck

DataMind AI tracked renewed ferrous and copper elevation in wheel motor oil on a Komatsu 930E haul truck, identifying progressive bearing wear and preventing…