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

• Published in: Electronic research archive Vol. 32; no. 11; pp. 6276 - 6300
• Main Authors: Chen, Xu, Chang, Wenbing, Li, Yongxiang, He, Zhao, Ma, Xiang, Zhou, Shenghan
• Format: Journal Article
• Language: English
• Published: AIMS Press 01.01.2024
• Subjects: attention mechanism; bearing fault; cnn; fault diagnosis; residual block; resnet

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...