Few-shot learning fault diagnosis of rolling bearings based on siamese network

This paper focuses on the fault diagnosis problem in the scenario of scarce bearing samples, facing two main challenges: complex noise background and variations in operating conditions. While deep learning-based fault diagnosis methods have achieved significant progress, they heavily rely on large a...

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Veröffentlicht in:	Measurement science & technology 2024-09, Vol.35 (9), p.95018
Hauptverfasser:	Zheng, Xiaoyang, Feng, Zhixia, Lei, Zijian, Chen, Lei
Format:	Artikel
Sprache:	eng
Online-Zugang:	Volltext
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