Xuechun Ge

Multi-scale wavelet feature fusion with transformer for fault diagnosis of 25 Hz phase-sensitive track circuit

The proposed WT-Transformer fault diagnosis model achieves superior performance in track circuit fault diagnosis, especially in the classification of rare faults with few samples, and the effectiveness of wavelet transformation and time-frequency feature enhancement is verified.