Early Fault Diagnosis of Bearings Using an Improved Spectral Kurtosis by Maximum Correlated Kurtosis Deconvolution

The early fault characteristics of rolling element bearings carried by vibration signals are quite weak because the signals are generally masked by heavy background noise. To extract the weak fault characteristics of bearings from the signals, an improved spectral kurtosis (SK) method is proposed ba...

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Bibliographic Details
Main Authors: Feng Jia, Yaguo Lei, Hongkai Shan, Jing Lin
Format: Article
Language:English
Published: MDPI AG 2015-11-01
Series:Sensors
Subjects:
Online Access:http://www.mdpi.com/1424-8220/15/11/29363