Equipment Fault Diagnosis Method Based on High-efficient Communication Federated Learning

Federated learning achieves joint training modeling of fault data from various factories while protecting privacy. However, due to the high heterogeneity of factory equipment operation data, traditional federated learning has low communication efficiency. To address the above issues, an equipment fa...

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Bibliographic Details
Main Authors: LIU Jing, ZHAO Yichen, LIU Xinghua, WU Youxi, JI Haipeng
Format: Article
Language:zho
Published: Harbin University of Science and Technology Publications 2025-04-01
Series:Journal of Harbin University of Science and Technology
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Online Access:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=2410
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