Bearing Fault Diagnosis Based on Multilayer Domain Adaptation

Bearing fault diagnosis plays a vitally important role in practical industrial scenarios. Deep learning-based fault diagnosis methods are usually performed on the hypothesis that the training set and test set obey the same probability distribution, which is hard to satisfy under the actual working c...

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Bibliographic Details
Main Authors: Bingru Yang, Qi Li, Liang Chen, Changqing Shen
Format: Article
Language:English
Published: Hindawi Limited 2020-01-01
Series:Shock and Vibration
Online Access:http://dx.doi.org/10.1155/2020/8873960