Rolling Bearing Fault Diagnosis Using Hybrid Neural Network with Principal Component Analysis

With the rapid development of fault prognostics and health management (PHM) technology, more and more deep learning algorithms have been applied to the intelligent fault diagnosis of rolling bearings, and although all of them can achieve over 90% diagnostic accuracy, the generality and robustness of...

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Bibliographic Details
Main Authors: Keshun You, Guangqi Qiu, Yingkui Gu
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/22/8906