Fault Diagnosis Approach for Rotating Machinery Based on Feature Importance Ranking and Selection

The key to fault diagnosis of rotating machinery is to extract fault features effectively and select the appropriate classification algorithm. As a common signal decomposition method, the effect of wavelet packet decomposition (WPD) largely depends on the applicability of the wavelet basis function...

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Bibliographic Details
Main Authors: Zong Yuan, Taotao Zhou, Jie Liu, Changhe Zhang, Yong Liu
Format: Article
Language:English
Published: Wiley 2021-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2021/8899188
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