A Novel Method of Production Line Bearing Fault Diagnosis Based on 2D Image and Cross-Domain Few-Shot Learning

A Novel Method of Production Line Bearing Fault Diagnosis Based on 2D Image and Cross-Domain Few-Shot Learning

Data-driven intelligent fault diagnosis has made considerable strides. However, collecting sufficient fault information in real production data is extremely challenging. Therefore, a novel method of bearing fault diagnosis based on two-dimensional (2D) images and cross-domain few-shot learning is pr...

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Bibliographic Details
Main Authors: Tong Wang, Changzheng Chen, Xingjun Dong, Hanrui Liu
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Applied Sciences
Subjects:
cross-domain few-shot learning
multiscale morphology
2D image
bearing
fault diagnosis
Online Access:https://www.mdpi.com/2076-3417/13/3/1809

Internet

https://www.mdpi.com/2076-3417/13/3/1809

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