Geovani Kuhnen

Supervised Machine Learning for Inter-Turn Short-Circuit Detection in Field-Oriented Control Induction Motors

Owing to the widespread use of induction motors, early detection of inter-turn short-circuit faults is essential for predictive maintenance and asset management. However, detecting incipient faults in motors operating under field-oriented control remains challenging, because fault signatures can be masked by the action...