A Lightweight Model for Bearing Fault Diagnosis Based on Gramian Angular Field and Coordinate Attention

The key to ensuring rotating machinery’s safe and reliable operation is efficient and accurate faults diagnosis. Intelligent fault diagnosis technology based on deep learning (DL) has gained increasing attention. A critical challenge is how to embed the characteristics of time series into DL to obta...

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Bibliographic Details
Main Authors: Jialiang Cui, Qianwen Zhong, Shubin Zheng, Lele Peng, Jing Wen
Format: Article
Language:English
Published: MDPI AG 2022-04-01
Series:Machines
Subjects:
Online Access:https://www.mdpi.com/2075-1702/10/4/282