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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Autores principales: Jing Yan, Tingliang Liu, Xinyu Ye, Qianzhen Jing, Yuannan Dai
Formato: article
Lenguaje:EN
Publicado: Public Library of Science (PLoS) 2021
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Acceso en línea:https://doaj.org/article/a03543f87a544c40b1e2f7391fcfb6ba
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