Precursor Prediction and Early Warning of Power MOSFET Failure Using Machine Learning with Model Uncertainty Considered

IF 4.6 2区工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC

IEEE Journal of Emerging and Selected Topics in Power Electronics Pub Date : 2024-10-09 DOI:10.1109/jestpe.2024.3476980

Yuluo Hou, Chang Lu, Waseem Abbas, Mesfin Seid Ibrahim, Muhammad Waseem, Hiu Hung Lee, Ka-Hong Loo

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利用考虑模型不确定性的机器学习对功率 MOSFET 故障进行前兆预测和预警

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

IEEE Journal of Emerging and Selected Topics in Power Electronics ENGINEERING, ELECTRICAL & ELECTRONIC-

CiteScore

12.50

自引率

9.10%

发文量

547

审稿时长

3 months

期刊介绍： The aim of the journal is to enable the power electronics community to address the emerging and selected topics in power electronics in an agile fashion. It is a forum where multidisciplinary and discriminating technologies and applications are discussed by and for both practitioners and researchers on timely topics in power electronics from components to systems.