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

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