Computer vision sensing and neuraon control of weld pool dynamics in the pulsed GTAW

被引:0
|
作者
Chen, S [1 ]
Chen, W [1 ]
Lin, T [1 ]
Lou, Y [1 ]
Wu, L [1 ]
机构
[1] Shanghai Jiao Tong Univ, Inst Welding Engn, Shanghai 200030, Peoples R China
关键词
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This paper investigates using computer vision technique, artificial neural networks for sensing, modeling and control of the pulsed GTAW pool dynamic process. A visual double-side sensing system for weld pool was designed to extract the weld pool geometry parameters. Neural network model is established for describing welding pool dynamics and predicting the backside width. The neuron control scheme experiment on the process has been completed.
引用
收藏
页码:201 / 204
页数:4
相关论文
共 50 条
  • [1] Simultaneous vision image sensing of weld pool of pulsed GTAW in multi-orientation in a frame
    Zhang, GJ
    Chen, SB
    Liu, XD
    Wu, L
    [J]. VISUALIZATION AND OPTIMIZATION TECHNIQUES, 2001, 4553 : 321 - 325
  • [2] Laser vision based detection and analysis of weld pool oscillation for pulsed GTAW
    Shi, Yu
    Zhang, Gang
    Ma, Xiaoji
    Fan, Ding
    [J]. Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2012, 48 (24): : 28 - 32
  • [3] Intelligent control for the shape of the weld pool in pulsed GTAW with filler metal
    Zhao, D.B.
    Chen, S.B.
    Wu, L.
    Dai, M.
    Chen, Q.
    [J]. Welding Journal (Miami, Fla), 2001, 80 (11):
  • [4] Intelligent control for the shape of the weld pool in pulsed GTAW with filler metal
    Zhao, DB
    Chen, SB
    Wu, L
    Dai, M
    Chen, Q
    [J]. WELDING JOURNAL, 2001, 80 (11) : 253S - 260S
  • [5] Computer vision sensing and intelligent control of welding pool dynamics
    Chen, SB
    Zhao, DB
    Lou, YJ
    Wu, L
    [J]. ROBOTIC WELDING, INTELLIGENCE AND AUTOMATION, 2004, 299 : 25 - 55
  • [6] Arc and weld pool behavior for pulsed current GTAW
    Saedi, H.R.
    Unkel, W.
    [J]. Welding Journal (Miami, Fla), 1988, 67 (11):
  • [7] ARC AND WELD POOL BEHAVIOR FOR PULSED CURRENT GTAW
    SAEDI, HR
    UNKEL, W
    [J]. WELDING JOURNAL, 1988, 67 (11) : S247 - S255
  • [8] Three-dimensional modeling of weld pool dynamics and weld bead formation during pulsed GTAW
    Gao, Ruchao
    Rao, Zhenghua
    Li, Yunxiao
    Liao, Shengming
    [J]. Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2013, 44 (11): : 4712 - 4719
  • [9] Visual information acquirement and real-time control methodologies for weld pool dynamics during pulsed GTAW
    Chen, S. B.
    [J]. THERMEC 2006, PTS 1-5, 2007, 539-543 : 3996 - 4001
  • [10] Image processing of weld seam for Al alloy pulsed GTAW based on vision sensing
    Chen, Yunxia
    Zhao, Su
    Wang, XiaoJing
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON ADVANCED ENGINEERING MATERIALS AND TECHNOLOGY, 2015, 38 : 138 - 143