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Applications of Domain Generalization to Machine Fault Diagnosis:A Survey

Yongyi Chen Dan Zhang Ruqiang Yan Min Xie

自动化学报（英文版）2025，Vol.12Issue(10)：1963-1984,22.

自动化学报（英文版）2025，Vol.12Issue(10)：1963-1984,22.DOI:10.1109/JAS.2025.125120

Applications of Domain Generalization to Machine Fault Diagnosis:A Survey

Yongyi Chen ¹Dan Zhang ¹Ruqiang Yan ²Min Xie³

作者信息

1. Department of Automation,Zhejiang University of Technology,Hangzhou 310023,China
2. School of Mechanical Engineering,Xi'an Jiaotong University,Xi'an 710049,China
3. Department of Systems Engineering and Engineering Management,City University of Hong Kong,Hong Kong 999077,China
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摘要

关键词

Deep learning/domain generalization(DG)/fault diagnosis/out-of-distribution data

Key words

Deep learning/domain generalization(DG)/fault diagnosis/out-of-distribution data

引用本文复制引用

Yongyi Chen,Dan Zhang,Ruqiang Yan,Min Xie..Applications of Domain Generalization to Machine Fault Diagnosis:A Survey[J].自动化学报（英文版）,2025,12(10):1963-1984,22.

基金项目

This work was partially supported by the National Natural Science Foundation of China(62322315,61873237),the Zhejiang Provincial Natural Science Foundation of China(LR22F030003).This work was also supported by Research Grant Council of Hong Kong(11201023,11202224)and Hong Kong Innovation and Technology Commission(InnoHK Project CIMDA). （62322315,61873237）

自动化学报（英文版）

ISSN：2329-9266

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