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The combination model of CNN and GCN for machine fault diagnosis

Learning powerful discriminative features is the key for machine fault diagnosis. Most existing methods based on convolutional neural network (CNN) have achieved promising results. However, they primarily focus on global features derived from sample signals and fail to explicitly mine relationships...

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Detalles Bibliográficos
Autores principales: Zhang, Qianqian, Hao, Caiyun, Lv, Zhongwei, Fan, Qiuxia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10553235/
https://www.ncbi.nlm.nih.gov/pubmed/37796950
http://dx.doi.org/10.1371/journal.pone.0292381