Intelligent Diagnosis towards Hydraulic Axial Piston Pump Using a Novel Integrated CNN Model.

Tang, Shengnan; Zhu, Yong; Yuan, Shouqi; Li, Guangpeng

Tang, Shengnan; Zhu, Yong; Yuan, Shouqi; Li, Guangpeng.

Afiliação

Tang S; National Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.
Zhu Y; National Research Center of Pumps, Jiangsu University, Zhenjiang 212013, China.
Yuan S; State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China.
Li G; Ningbo Academy of Product and Food Quality Inspection, Ningbo 315048, China.

Sensors (Basel) ; 20(24)2020 Dec 14.

Article em En | MEDLINE | ID: mdl-33327378

Palavras-chave

continuous wavelet transform; convolutional neural network; deep learning; hydraulic axial piston pump; intelligent fault diagnosis

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article

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Texto completo: 1 Base de dados: MEDLINE Tipo de estudo: Diagnostic_studies Idioma: En Ano de publicação: 2020 Tipo de documento: Article