Investigation of reliability assessement in power electronics circuits using machine learning

Soumya Rani Mestha (NMAM Institute of Technology)
Pinto Pius A.J (NMAM Institute of Technology)

International Journal of Power Electronics and Drive Systems (IJPEDS)
Vol 12, No 1: March 2021

Recent advances in power electronics (PE) and machine learning (ML) have prompted the technologists to adapt these new technologies to improve the reliability of PE systems. During the process, a lot of investigations on the performance and reliability of PE systems is carried out. The intention of this paper is to present a comprehensive study of advances in the field of reliability of PE systems using machine learning. Recent publications in this regard are analysed and findings are tabulated. In addition to this, literatures published in the prediction of remaining useful life (RUL) of power electronic components is discussed with emphasis on its limitations.