Instantaneous Square Current Signal Analysis for Motors Using Vision Transformer for the Fault Diagnosis of Rolling Bearings

Instantaneous Square Current Signal Analysis for Motors Using Vision Transformer for the Fault Diagnosis of Rolling Bearings

Using vibration signals for bearing fault diagnosis can generally achieve good diagnostic results. However, it is not suitable for practical industrial applications due to the restricted installation and high cost of vibration sensors. Therefore, the easily obtainable motor current signal (MCS) has...

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Bibliographic Details
Main Authors: Fei Chen, Xin Zhou, Binbin Xu, Zheng Yang, Zege Qu
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Applied Sciences
Subjects:
bearing fault diagnosis
signature processing
deep learning
vision transformer
motor current signal analysis
Online Access:https://www.mdpi.com/2076-3417/13/16/9349

Internet

https://www.mdpi.com/2076-3417/13/16/9349

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