A Siamese Vision Transformer for Bearings Fault Diagnosis

A Siamese Vision Transformer for Bearings Fault Diagnosis

Fault diagnosis methods based on deep learning have progressed greatly in recent years. However, the limited training data and complex work conditions still restrict the application of these intelligent methods. This paper proposes an intelligent bearing fault diagnosis method, i.e., Siamese Vision...

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Bibliographic Details
Main Authors: Qiuchen He, Shaobo Li, Qiang Bai, Ansi Zhang, Jing Yang, Mingming Shen
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Micromachines
Subjects:
intelligent fault diagnosis
vision transformer
Siamese network
limited data
domain generation
Online Access:https://www.mdpi.com/2072-666X/13/10/1656

Internet

https://www.mdpi.com/2072-666X/13/10/1656

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