Intelligent Rolling Bearing Fault Diagnosis Method Using Symmetrized Dot Pattern Images and CBAM-DRN

Intelligent Rolling Bearing Fault Diagnosis Method Using Symmetrized Dot Pattern Images and CBAM-DRN

Rolling bearings are a vital component of mechanical equipment. It is crucial to implement rolling bearing fault diagnosis research to guarantee the stability of the long-term action of mechanical equipment. Conversion of rolling bearing vibration signals into images for fault diagnosis research has...

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Bibliographic Details
Main Authors: Wei Cui, Guoying Meng, Tingxi Gou, Aiming Wang, Rui Xiao, Xinge Zhang
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Sensors
Subjects:
rolling bearings
intelligent fault diagnosis
symmetrized dot pattern (SDP)
deep residual network (DRN)
attention mechanisms
Online Access:https://www.mdpi.com/1424-8220/22/24/9954

Internet

https://www.mdpi.com/1424-8220/22/24/9954

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