Bearing Fault Diagnosis Method based on RLMD and Kmeans++

To improve the performance of bearing fault diagnosis, a bearing fault diagnosis method based on Robust Local Mean Decomposition (RLMD) and Kmeans++ is proposed. The product functions (PF) are obtained by decomposing the bearing vibration signal using the RLMD technique. The sensitive PF components...

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Bibliographic Details
Main Authors: Shaoting Yan, Yuguo Zhou, Yanbo Ren, Shiliang Liu, Shidang Yan
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2021-02-01
Series:Jixie chuandong
Subjects:
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2021.02.025