Rolling Bearing Fault Diagnosis Based on SVD-GST Combined with Vision Transformer

Rolling Bearing Fault Diagnosis Based on SVD-GST Combined with Vision Transformer

Aiming at rolling bearing fault diagnosis, the collected vibration signal contains complex noise interference, and one-dimensional information cannot be used to fully mine the data features of the problem. This paper proposes a rolling bearing fault diagnosis method based on SVD-GST combined with th...

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Bibliographic Details
Main Authors: Fengyun Xie, Gan Wang, Haiyan Zhu, Enguang Sun, Qiuyang Fan, Yang Wang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Electronics
Subjects:
singular value decomposition
generalized S-transform
Vision Transformer
rolling bearing
fault diagnosis
Online Access:https://www.mdpi.com/2079-9292/12/16/3515

Internet

https://www.mdpi.com/2079-9292/12/16/3515

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