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An improved multi-scale branching convolutional neural network for rolling bearing fault diagnosis

The vibration signals measured in practical engineering are usually complex and noisy, which brings challenges to fault diagnosis. In addition, industrial scenarios also put forward higher requirements for the accuracy and computational efficiency of diagnostic models. Aiming at these problems, an i...

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Detalles Bibliográficos
Autores principales: Xu, Meng, Shi, Yaowei, Deng, Minqiang, Liu, Yang, Ding, Xue, Deng, Aidong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10499248/
https://www.ncbi.nlm.nih.gov/pubmed/37703236
http://dx.doi.org/10.1371/journal.pone.0291353