A Deep Learning Method for Bearing Cross-Domain Fault Diagnostics Based on the Standard Envelope Spectrum

Intelligent fault diagnostics based on deep learning provides a favorable guarantee for the reliable operation of equipment, but a trained deep learning model generally has low prediction accuracy in cross-domain diagnostics. To solve this problem, a deep learning fault diagnosis method based on the...

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Detalhes bibliográficos

Principais autores:	Lubin Zhai, Xiufeng Wang, Zeyiwen Si, Zedong Wang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-05-01
coleção:	Sensors
Assuntos:	rolling bearings cross-domain fault diagnostics standardized envelope spectrum convolutional neural networks
Acesso em linha:	https://www.mdpi.com/1424-8220/24/11/3500
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