Large engine drive-unit sound
Large engine drive-unit predictive maintenance
G Company large engine drive-unit sound and aging
Large engine drive-unit anomalies were identified through vibration and sound during maintenance
Target sound
Large engine drive-unit sound
Project overview
A case detecting bearing-related large engine drive-unit anomalies through sound and vibration
Field challenge
- Some maintenance decisions depended on human judgment
- Drive-unit conditions and sound profiles differed by vehicle type, requiring standardization
- The project also needed to consider condition-based maintenance and metaverse linkage
Outcome summary
4 motor typesNormal/anomaly classification success
2 yearsField data analysis
CBMCondition-based maintenance linkage