Gear Fault Diagnosis based on Distribution Adaptation Layer and Soft Label Learning

Gear Fault Diagnosis based on Distribution Adaptation Layer and Soft Label Learning

The intelligent gear recognition method based on convolutional neural network can effectively identify the gear fault， but the convolutional neural network needs a lot of labeled training data， which limits the application of convolutional neural network in gear fault diagnosis. To solve this proble...

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Bibliographic Details
Main Authors: Zhenguo Jie, Xiyang Wang, Tingkai Gong
Format: Article
Language:zho
Published: Editorial Office of Journal of Mechanical Transmission 2022-05-01
Series:Jixie chuandong
Subjects:
Gear fault diagnosis
Convolutional neural network
Deep transfer learning
Distribution adaptation layer
Soft label learning
Online Access:http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2022.05.024
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