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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Hauptverfasser:	Yongzhi Du, Yu Cao, Haochen Wang, Guohua Li
Format:	Artigo
Sprache:	Inglês
Veröffentlicht:	MDPI AG 2024-12-01
Schriftenreihe:	Lubricants
Schlagworte:	rolling bearing characteristic extraction identification of fault types the parallel network of GASF-CNN and BiLSTM MSSSA-VMD axiom
Online-Zugang:	https://www.mdpi.com/2075-4442/12/12/452
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