Kai Wang

Cross-load generalization of bearing fault diagnosis via prototypical few-shot learning on vibration benchmarks

Limited labelled bearing-fault data are a practical challenge for EV gearbox condition monitoring, motivating diagnostic methods that can learn effectively from only a few examples. EV gearboxes also operate under varying speed and load conditions and may experience torque transients, which can alter vibration signatur...