Enhanced diagnosis and automatic monitoring system for a faulty two-level voltage inverter-fed induction motor using a combined signal processing and machine learning
This paper presents a methodology for diagnosing and monitoring open-circuit faults in IGBT switches within inverter–induction motor systems using current signal analysis. The method integrates Improved Complete Ensemble Empirical Mode Decomposition with Adaptive Noise (ICEEMDAN) for signal processing and the Random Fo...