A Novel Fault Diagnosis of a Rolling Bearing Method Based on Variational Mode Decomposition and an Artificial Neural Network

In recent years, artificial neural networks have been widely used in the fault diagnosis of rolling bearings. To realize real-time diagnosis with high accuracy of the fault of a rolling bearing, in this paper, a bearing fault diagnosis model was designed based on the combination of VMD and ANN, whic...

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Bibliografiske detaljer

Principais autores:	Xiaobei Liang, Jinyong Yao, Weifang Zhang, Yanrong Wang
Format:	Artigo
Sprog:	Inglês
Udgivet:	MDPI AG 2023-03-01
Serier:	Applied Sciences
Fag:	variational mode decomposition artificial neural network rolling bearing fault diagnosis
Online adgang:	https://www.mdpi.com/2076-3417/13/6/3413
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