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Lightweight Convolutional Neural Network and Its Application in Rolling Bearing Fault Diagnosis under Variable Working Conditions

The rolling bearing is an important part of the train’s running gear, and its operating state determines the safety during the running of the train. Therefore, it is important to monitor and diagnose the health status of rolling bearings. A convolutional neural network is widely used in the field of...

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Detalles Bibliográficos
Autores principales: Liu, Hengchang, Yao, Dechen, Yang, Jianwei, Li, Xi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6891408/
https://www.ncbi.nlm.nih.gov/pubmed/31698734
http://dx.doi.org/10.3390/s19224827