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Rotating machinery fault diagnosis based on a novel lightweight convolutional neural network

The advancement of Industry 4.0 and Industrial Internet of Things (IIoT) has laid more emphasis on reducing the parameter amount and storage space of the model in addition to the automatic and accurate fault diagnosis. In this case, this paper proposes a lightweight convolutional neural network (LCN...

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Detalles Bibliográficos
Autores principales: Yan, Jing, Liu, Tingliang, Ye, Xinyu, Jing, Qianzhen, Dai, Yuannan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8389496/
https://www.ncbi.nlm.nih.gov/pubmed/34437598
http://dx.doi.org/10.1371/journal.pone.0256287