A Rolling Bearing Fault Diagnosis Method Combining MSSSA-VMD with the Parallel Network of GASF-CNN and BiLSTM

Once the rolling bearing fails, it will threaten the normal operation of the whole rotating machinery. Therefore, it is very necessary to conduct research on rolling bearing fault diagnosis. This paper proposes a rolling bearing fault diagnosis method combining MSSSA-VMD (variational mode decomposit...

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Principais autores:	Yongzhi Du, Yu Cao, Haochen Wang, Guohua Li
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2024-12-01
coleção:	Lubricants
Assuntos:	rolling bearing characteristic extraction identification of fault types the parallel network of GASF-CNN and BiLSTM MSSSA-VMD axiom
Acesso em linha:	https://www.mdpi.com/2075-4442/12/12/452
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