Laser Welding Penetration Monitoring Based on Time-Frequency Characterization of Acoustic Emission and CNN-LSTM Hybrid Network.

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第一作者： Zhongyi,Luo

第一单位： School of Materials Science and Engineering, Shanghai University of Engineering Science, Shanghai 201620, China.

作者： Zhongyi,Luo ^[1] ; Di,Wu ^[2] ; Peilei,Zhang ^[1] ; Xin,Ye ^[2] ; Haichuan,Shi ^[3] ; Xiaoyu,Cai ^[1] ; Yingtao,Tian ^[2]

作者单位： School of Materials Science and Engineering, Shanghai University of Engineering Science, Shanghai 201620, China. ^[1] Shanghai Collaborative Innovation Center of Laser of Manufacturing Technology, Shanghai 201620, China. ^[2] School of Materials Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China. ^[3] State Key Laboratory of Advanced Welding and Joining, Harbin Institute of Technology, Harbin 150001, China. ^[4] Department of Engineering, Lancaster University, Lancaster LA1 4YW, UK. ^[5]

关键词 acoustic emission keyhole dynamics pulsed laser welding

DOI 10.3390/ma16041614

PMID 36837245

发布时间 2023-02-27

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