Fault Diagnosis of Rolling Bearings Based on EWT and KDEC

This study proposes a novel fault diagnosis method that is based on empirical wavelet transform (EWT) and kernel density estimation classifier (KDEC), which can well diagnose fault type of the rolling element bearings. With the proposed fault diagnosis method, the vibration signal of rolling element...

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Bibliographic Details
Main Authors: Mingtao Ge, Jie Wang, Xiangyang Ren
Format: Article
Language:English
Published: MDPI AG 2017-12-01
Series:Entropy
Subjects:
Online Access:https://www.mdpi.com/1099-4300/19/12/633