Jin-Ze Zhang

Heterogeneous Mixture-of-Experts Network for Bearing Fault Diagnosis Under Strong Noise

Severe noise in industrial environments often leads to distribution shifts, posing a critical challenge for deep learning-based bearing fault diagnosis. Models trained on clean data typically degrade under such conditions due to their inability to effectively disentangle noise from fault-related features. To address th...