Fault Diagnosis of Rolling Bearings Based on Two-step Transfer Learning and EfficientNetV2

A rolling bearing fault diagnosis model based on two-step transfer learning and EfficientNetV2 (TSTE) is proposed for the real fault diagnosis environment in engineering, where the scarcity of available data leads to the low accuracy of the intelligent diagnosis model in bearing health status diagno...

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Autors principals:	Du Kangning, Ning Shaohui
Format:	Artigo
Idioma:	Chinês
Publicat:	Editorial Office of Journal of Mechanical Transmission 2023-07-01
Col·lecció:	Jixie chuandong
Matèries:	Rolling bearing Two-step transfer learning EfficientNetV2 Class-imbalance Resample
Accés en línia:	http://www.jxcd.net.cn/thesisDetails#10.16578/j.issn.1004.2539.2023.07.024
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