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A Fault Prediction Method for CNC Machine Tools Based on SE-ResNet-Transformer

Aiming at the problem that predicted data do not reflect the operating status of computer numerical control (CNC) machine tools, this article proposes a new combined model based on SE-ResNet and Transformer for CNC machine tool failure prediction. Firstly, the Transformer model is utilised to build...

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Principais autores: Zhidong Wu, Liansheng He, Wei Wang, Yongzhi Ju, Qiang Guo
Formato: Artigo
Idioma:Inglês
Publicado: MDPI AG 2024-06-01
Series:Machines
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Acceso en liña:https://www.mdpi.com/2075-1702/12/6/418
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