Zhikai Jia

Multi-Axle Reference and Temporal-Consistency Deep SVDD for EMU Traction Motor Bearing Anomaly Detection Using Field Vibration Data

Results indicate that the proposed framework can provide field anomaly-warning and severity-oriented interpretation under weak-label monitoring conditions, however, it should not be interpreted as a replacement for disassembly-confirmed fault-type diagnosis or remaining useful life prediction.