Hossine Guermit

Hierarchical multi-fault diagnosis of IPMSM drives using speed-normalized wavelet features and random forests

Purpose Interior permanent magnet synchronous motor (IPMSM) drives may hold speed regulation even after electrical or mechanical faults have changed the stator-current signature. This paper aims to develop a ten-class diagnosis framework that separates healthy, single-fault and c...