Bearing Fault Diagnosis via Improved One-Dimensional Multi-Scale Dilated CNN

Bearings are the key and important components of rotating machinery. Effective bearing fault diagnosis can ensure operation safety and reduce maintenance costs. This paper aims to develop a novel bearing fault diagnosis method via an improved multi-scale convolutional neural network (IMSCNN). In tra...

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Detalles Bibliográficos
Autores principales: Jiajun He, Ping Wu, Yizhi Tong, Xujie Zhang, Meizhen Lei, Jinfeng Gao
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
CNN
Acceso en línea:https://doaj.org/article/a1bb9b617351474eb2e88df4e15baac4
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