A Hybrid CNNâ»LSTM Algorithm for Online Defect Recognition of CO2 Welding.

Liu, Tianyuan; Bao, Jinsong; Wang, Junliang; Zhang, Yiming

A Hybrid CNNâ»LSTM Algorithm for Online Defect Recognition of CO2 Welding.

Liu, Tianyuan; Bao, Jinsong; Wang, Junliang; Zhang, Yiming.

Afiliación

Liu T; College of Mechanical Engineering, Dong Hua University, Shanghai 201620, China. tyliu@mail.dhu.edu.com.
Bao J; College of Mechanical Engineering, Dong Hua University, Shanghai 201620, China. bao@dhu.edu.cn.
Wang J; College of Mechanical Engineering, Dong Hua University, Shanghai 201620, China. junliangwang@dhu.edu.cn.
Zhang Y; College of Literature, Science and the Arts, The University of Michigan, Ann Arbor, MI 48109, USA. yimingz@umich.edu.

Sensors (Basel) ; 18(12)2018 Dec 10.

Article en En | MEDLINE | ID: mdl-30544744

Palabras clave

CNN; CO2 welding; LSTM; deep learning; molten pool; online monitoring

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Tipo de estudio: Prognostic_studies Idioma: En Revista: Sensors (Basel) Año: 2018 Tipo del documento: Article País de afiliación: China Pais de publicación: Suiza

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