Resnet-1DCNN-REA bearing fault diagnosis method based on multi-source and multi-modal information fusion

Resnet-1DCNN-REA bearing fault diagnosis method based on multi-source and multi-modal information fusion

In order to address the issue of multi-information fusion, this paper proposed a method for bearing fault diagnosis based on multisource and multimodal information fusion. Existing bearing fault diagnosis methods mainly rely on single sensor information. Nevertheless, mechanical faults in bearings a...

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Bibliographic Details
Main Authors: Xu Chen, Wenbing Chang, Yongxiang Li, Zhao He, Xiang Ma, Shenghan Zhou
Format: Article
Language:English
Published: AIMS Press 2024-11-01
Series:Electronic Research Archive
Subjects:
fault diagnosis
cnn
residual block
resnet
bearing fault
attention mechanism
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2024292
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