Fault Diagnosis Method of Workbench Feed System Combined with Digital Twin and Transfer Learning

Fault Diagnosis Method of Workbench Feed System Combined with Digital Twin and Transfer Learning

A digital twin fault migration diagnosis method for table feed systems is proposed to address the problems of complex machine tool equipment structure, few fault samples and low diagnostic accuracy in real-time fault monitoring. A digital twin system for the table feed system is constructed to provi...

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Bibliographic Details
Main Authors: GUO Weichao, WANG Jingqi, ZHANG Songwei, HAN Xuyang, GAO Xinqin
Format: Article
Language:zho
Published: Harbin University of Science and Technology Publications 2025-02-01
Series:Journal of Harbin University of Science and Technology
Subjects:
table feed system
digital twin
fault diagnosis
transfer learning
Online Access:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=2406
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