Feng-Xia Han

Siamese ordinal prototypical network with S-transform for few-shot damage severity assessment of high-speed train bearings

Axle box bearings are critical rotating components in the running gear of high-speed trains, and their damage condition directly affects the operational safety of trains. To address the problems of non-stationary vibration signals, limited fault samples, and the ordinal degradation characteristics of bearing damage lev...