A Novel Fault Diagnosis Method of Rolling Bearings Combining Convolutional Neural Network and Transformer

A Novel Fault Diagnosis Method of Rolling Bearings Combining Convolutional Neural Network and Transformer

Efficient and accurate fault diagnosis plays an essential role in the safe operation of machinery. In respect of fault diagnosis, various data-driven methods based on deep learning have attracted widespread attention for research in recent years. Considering the limitations of feature representation...

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Bibliographic Details
Main Authors: Wenkai Liu, Zhigang Zhang, Jiarui Zhang, Haixiang Huang, Guocheng Zhang, Mingda Peng
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Electronics
Subjects:
intelligent fault diagnosis
deep learning
transformer
convolutional neural networks
rolling bearings
Online Access:https://www.mdpi.com/2079-9292/12/8/1838

Internet

https://www.mdpi.com/2079-9292/12/8/1838

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