A Novel Sparse Enhancement Neural Network for Rolling Bearing Fault Diagnosis

To ensure the operational reliability of machinery, rolling bearings exposed to complex and poor conditions should be monitored in real-time. Traditional bearing fault diagnosis methods are always dependent on signal analysis and feature extraction, which are complex and time-consuming. Deep learnin...

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Bibliographic Details
Main Authors: Yong Zhang, Junjie Ye, Wenhu Yang, Jinwang Shi, Wangpeng He, Gaigai Cai
Format: Article
Language:English
Published: Wiley 2022-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2022/8552388
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