Work

Non-intrusive electro-thermo-mechanical reduced model for diagnosis and prognostic on IGBT power modules

Year: 2023

Type: conference-paper

Abstract: In this work, a reduced model based on the Proper Generalized Decomposition is developed to model the electro-thermo-mechanical of IGBT power module. The reduced model enables obtaining the solution to the coupled problem considering multiple model parameters. Focusing on the wire bond lift-off mechanism, a lifetime model is built based on the stress level at the wire bond metallization interface. The reduced model is then advantageously used to perform model updating using Bayesian inference.

Source: International Conference on Thermal, Mechanical and Multi-Physics Simulation and Experiments in Microelectronics and Microsystems (EuroSimE)

DOI: 10.1109/eurosime56861.2023.10100766

Authors: Louis Schuler, Ludovic Chamoin, Zoubir Khatir, Mounira Bouarroudj, Merouane Ouhab

Institutions: Centre National de la Recherche Scientifique, Université Paris-Saclay, Laboratoire de Mécanique Paris-Saclay, Université Gustave Eiffel, Laboratoire des systèmes et applications des technologies de l'information et de l'énergie, Mitsubishi Electric (France)

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

SDGs: Industry, innovation and infrastructure, Affordable and clean energy

Open Access status: green

OpenAlex ID: W4366139999

FWCI: 0.399

Cites: 13

Cited by: 1

Related to: 10