A Novel Deep Learning Method for Intelligent Fault Diagnosis of Rotating Machinery Based on Improved CNN-SVM and Multichannel Data Fusion

Intelligent fault diagnosis methods based on deep learning becomes a research hotspot in the fault diagnosis field. Automatically and accurately identifying the incipient micro-fault of rotating machinery, especially for fault orientations and severity degree, is still a major challenge in the field...

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Detalles Bibliográficos
Autores principales: Gong, Wenfeng, Chen, Hui, Zhang, Zehui, Zhang, Meiling, Wang, Ruihan, Guan, Cong, Wang, Qin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6479910/
https://www.ncbi.nlm.nih.gov/pubmed/30970672
http://dx.doi.org/10.3390/s19071693

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