Extraction of Switching Mechanical Wave Signal on IGBT Chips Utilizing Empirical Mode Decomposition

Switching mechanical wave (SMW) effect has attracted extensive attention over the past few years owing to its broad application prospects in condition monitoring for insulated gate bipolar transistor (IGBT) devices. The latest research suggests that the method of directly measuring the mechanical vibration signal on IGBT bare die by laser vibrometer is of great significance and potential to the mechanism revelation of SMW effect and the accurate extraction of its physical characteristics. Nevertheless, the measured vibration signals in IGBT modules by laser vibrometer typically contain a variety of other interference signals, such as thermal deformation signal, electromagnetic jamming, and background noise, in addition to the expected target SMW signals. Therefore, the aim of this work is to develop an effective signal decoupling method to realize the extraction of SMW signal from the aliasing signals obtained by laser vibration measurement.

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Publication Details

Published
2024-11-03
DOI
https://doi.org/10.1109/iecon55916.2024.10905927
Primary Topic
Electrostatic Discharge in Electronics
Type
article
Field-Weighted Citation Impact
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article

Extraction of Switching Mechanical Wave Signal on IGBT Chips Utilizing Empirical Mode Decomposition

Quan Zhou, Libing Bai, Lulu Tian, Jiahao Wang et al.
Electrostatic Discharge in Electronics
article

Extraction of Switching Mechanical Wave Signal on IGBT Chips Utilizing Empirical Mode Decomposition

Quan Zhou, Libing Bai, Lulu Tian, Jiahao Wang, Cong Chen, Jie Zhang
article en

Abstract

Switching mechanical wave (SMW) effect has attracted extensive attention over the past few years owing to its broad application prospects in condition monitoring for insulated gate bipolar transistor (IGBT) devices. The latest research suggests that the method of directly measuring the mechanical vibration signal on IGBT bare die by laser vibrometer is of great significance and potential to the mechanism revelation of SMW effect and the accurate extraction of its physical characteristics. Nevertheless, the measured vibration signals in IGBT modules by laser vibrometer typically contain a variety of other interference signals, such as thermal deformation signal, electromagnetic jamming, and background noise, in addition to the expected target SMW signals. Therefore, the aim of this work is to develop an effective signal decoupling method to realize the extraction of SMW signal from the aliasing signals obtained by laser vibration measurement.

University of Electronic Science and Technology of China (CN)
National Natural Science Foundation of China, Fundamental Research Funds for the Central Universities
Affordable and clean energy
Openalex Percentile: Top 74%
Electrostatic Discharge in Electronics
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