Open access
Oct 2026
Physics-Guided Machine Learning for Joint Fault Diagnosis in Inverter-Fed Induction Motor Drives
In intelligent electric vehicle (EV) traction drives, pulse-width modulation and field-oriented control (FOC) introduce broadband harmonics and non-stationary start-up transients. These dynamics obscure incipient inter-turn stator faults (ITSF), particularly when inverter switch failures and measurement interference co...
P. Makeen, Fang Duan
· Energies · 0 citations