This paper provides an overview on the health management of power electronics (PE) converters. Reviewed topics encompass physics-based and data-driven prognostics, failure mechanism of PE components, and different aspects of PE condition monitoring. Examples and results for health management approaches are given for automotive power module fatigue life, for traction IGBT module humidity sensing, for data acquisition from smart gate drivers, for fault-tolerance strategies in modular multilevel converters, and for SCADA data analytics and machine learning.
Titre
Health management of power electronics systems
Date
2021-05
Publié dans
PCIM Europe digital days 2021 ; Proceedings of International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management Proceedings, 3-7 May 2021
Editeur
Online, 3-7 May 2021
Pagination
8 p.
Présenté à
PCIM Europe digital days 2021 International Exhibition and Conference for Power Electronics, Intelligent Motion, Renewable Energy and Energy Management Proceedings, Online, 2021-05-03, 2021-05-07
Type de papier
published full paper
Domaine
Ingénierie et Architecture
Ecole
HEIA-FR
Institut
iSIS - Institut des systèmes intelligents et sécurisés