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A Novel Method for Early Gear Pitting Fault Diagnosis Using Stacked SAE and GBRBM

Research on data-driven fault diagnosis methods has received much attention in recent years. The deep belief network (DBN) is a commonly used deep learning method for fault diagnosis. In the past, when people used DBN to diagnose gear pitting faults, it was found that the diagnosis result was not go...

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Detalles Bibliográficos
Autores principales: Li, Jialin, Li, Xueyi, He, David, Qu, Yongzhi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6412231/
https://www.ncbi.nlm.nih.gov/pubmed/30781784
http://dx.doi.org/10.3390/s19040758

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