Intelligent Diagnosis Method of Gear Faults based on MGAN and CNN

Intelligent Diagnosis Method of Gear Faults based on MGAN and CNN

Aiming at the problems of insufficient samples of gear fault signals collected in practical engineering，insufficient training，low fault recognition rate and easy pattern collapse of generative adversarial networks when using common deep learning network for pattern recognition under noise interferen...

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Bibliographic Details
Main Authors: Zheng Li, Shengli Wu, Wenting Xing, Shiyong Liao
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2022-07-01
Series:Jixie chuandong
Subjects:
Generative adversarial network
Model collapse
Insufficient samples
Fault diagnosis
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2022.07.022
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