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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Bibliographic Details
Main Authors: Qianqian Zhang, Caiyun Hao, Zhongwei Lv, Qiuxia Fan
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2023-01-01
Series:PLoS ONE
Online Access:https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0292381&type=printable