Auto-Embedding Transformer for Interpretable Few-Shot Fault Diagnosis of Rolling Bearings

Deep-learning-based intelligent diagnosis is a popular method to ensure the safe operation of rolling bearings. However, practical diagnostic tasks are often subject to a lack of labeled data, resulting in poor performance in scenarios with insufficient training samples. Moreover, conventional intel...

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Bibliographic Details
Published in:IEEE transactions on reliability Vol. 73; no. 2; pp. 1270 - 1279
Main Authors: Wang, Gang, Liu, Dongdong, Cui, Lingli
Format: Journal Article
Language:English
Published: New York IEEE 01.06.2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
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ISSN:0018-9529, 1558-1721
Online Access:Get full text
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