研究论文
Machine learning applications in welding processes: Progresses and opportunities
Peihao Geng, Yu-Jun Xia, Zhiqiao Dong, Boxuan Men, Bo Pan, Chenhui Shao, Yongbing Li, Jingjing Li
Pennsylvania State University Shanghai Jiao Tong University University of Illinois Urbana-Champaign University of Michigan
来源International Journal of Machine Tools and Manufacture
年份2025
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逐年被引趋势
1470
25
1426
关键指标
15
被引次数 · OpenAlex
4.95
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 3%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
298
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学术脉络
学科主题
工程Welding Techniques and Residual Stresses
Advanced Welding Techniques Analysis · Additive Manufacturing Materials and Processes
参考文献 298
Application of image morphology in detecting and extracting the initial welding position
被引 24Shanchun Wei, Jian Wang, Tao Lin · Journal of Shanghai Jiaotong University (Science) · 2012
Machine Learning Approaches to Manufacturing
被引 218László Monostori, A. Márkus, H. Van Brussel · CIRP Annals · 1996
Role of Fixture Forces on Distortion in Gas Tungsten Arc Welding — An Experimental and Modelling Approach
被引 5Fredrik Sikström, Anna‐Karin Christiansson, Bengt Lennartson · Proceedings of the Institution of Mechanical Engineers Part B Journal of Engineering Manufacture · 2011
此处列出前 3 条
引用本文 15
Process window expansion with transferable applicability in three-layer dissimilar steel resistance spot welding via expulsion prevention
被引 6Keke Yang, Leonhard Männer, Zhuoqun Wang · Journal of Manufacturing Processes · 2025
Machine learning in laser welding of electric vehicle batteries: Process control and quality assurance
被引 2Mingyu Wang, Lian Zhang, Yuan Liu · Materials & Design · 2026
Sensor and feature selection for cost- and time-efficient online monitoring of ultrasonic metal welding
被引 2Kuan-Chieh Lu, Zhiqiao Dong, Chenhui Shao · Journal of Manufacturing Processes · 2026
按被引量排序，此处列出前 3 条