Machine Learning Based Bearing Fault Diagnosis Using the Case Western Reserve University Data: A Review

The most important parts of rotating machinery are the rolling bearings. Finding bearing faults in time can avoid affecting the operation of the entire equipment. The data-driven fault diagnosis technology of bearings has recently become a research hotspot, and the starting point of research is ofte...

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Bibliographic Details
Main Authors: Xiao Zhang, Boyang Zhao, Yun Lin
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9617588/