Application of Constrained Robust Independent Component Analysis in the Fault Diagnosis of Rolling Element Bearing

The method of independent component analysis is widely used in mechanical equipment fault diagnosis domain.A novel method named as constrained robust independent component analysis( cRobust ICA)based on Robust ICA algorithm is proposed which utilized prior information about the fault characteristic...

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Bibliographic Details
Main Authors: Liao Qiang, Li Xunbo, Huang Bo
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2015-01-01
Series:Jixie chuandong
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2015.11.038