A Novel Fault Diagnosis Algorithm for Rolling Bearings Based on One-Dimensional Convolutional Neural Network and INPSO-SVM

Deep learning based intelligent fault diagnosis methods have become a research hotspot in the fields of fault diagnosis and the health management of rolling bearings in recent years. To effectively identify incipient faults in rotating machinery, this paper proposes a novel hybrid intelligent fault...

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Autors principals:	Yang Shao, Xianfeng Yuan, Chengjin Zhang, Yong Song, Qingyang Xu
Format:	Artigo
Idioma:	Inglês
Publicat:	MDPI AG 2020-06-01
Col·lecció:	Applied Sciences
Matèries:	convolution neural network fault diagnosis particle swarm optimization support vector machine rolling bearing
Accés en línia:	https://www.mdpi.com/2076-3417/10/12/4303
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