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Application of a new one-dimensional deep convolutional neural network for intelligent fault diagnosis of rolling bearings

As one of the key parts of rotary machine, the fault diagnosis and running condition monitoring of rolling bearings are of great importance for normal working and safe production of rotary machine. However, the traditional diagnosis approaches merely count on artificial feature extraction and domain...

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Detalles Bibliográficos
Autores principales: Xie, Shenglong, Ren, Guoying, Zhu, Junjiang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10451100/
https://www.ncbi.nlm.nih.gov/pubmed/32880535
http://dx.doi.org/10.1177/0036850420951394