Zhi-Peng Lai

Physics-informed multimodal front-end enhancement for robust incipient encoder fault diagnosis in PMSMs under extreme noise

Reliable condition monitoring of permanent magnet synchronous motor encoders under extreme industrial noise remains a persistent challenge due to severe feature corruption. To address this, this paper proposes a physics-informed multimodal front-end enhancement (PI-MFE) framework. The framework systematically internali...