Rolling Bearing Fault Diagnosis Based on Multi-Modal Variational Autoencoders

With the development of Industry 4.0, more and more attention has been paid to system intelligent maintenance by various industries, among which rolling bearing is an indispensable and most important component. Existing methods have such limitations as the need for prior knowledge and manual feature...

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Bibliographic Details

Published in:	2022 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD) pp. 1 - 5
Main Authors:	Xiong, Manjun, Wu, Yifan, Li, Chuan, Yang, Zhe
Format:	Conference Proceeding
Language:	English
Published:	IEEE 30.11.2022
Subjects:	Fault diagnosis Federated learning Industries intelligent computing Maintenance engineering Manuals multi-modality rolling bearing Rolling bearings Training variational autoencoder
Online Access:	Get full text
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