crossrefProcesses2024-11-24Cited by 6
Optimized Fault Classification in Electric Vehicle Drive Motors Using Advanced Machine Learning and Data Transformation Techniques
S. Thirunavukkarasu, K. Karthick, S. K. Aruna, R. Manikandan, Mejdl Safran
The increasing use of electric vehicles has made fault diagnosis in electric drive motors, particularly in variable speed drives (VSDs) using three-phase induction motors, a critical area of research. This article presents a fault classification model based on machine learning (M…