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Wang. Visual information acquisition and adaptive control of weld pool dynamics of Aluminum alloy during pulsed TIG welding. PhD dissertation, Shanghai Jiao Tong University, 2003 69. J. B. Chen, T. Lin. Visual sensing and image processing in aluminum alloy welding, Lecture Notes in Control and Information Sciences, LNCIS 362, pp. 275–280, 2007(ISTP) 70. B. Chen. “Visual Information Acquirement and Real-time Control Methodologies for Weld Pool Dynamics during Pulsed GTAW,” Tthe invited paper of the THERMEC’2006, Journal Materials Science Forum vols.
The conference on Materials, plenary report) 53. M. Zhang, L. Wu, B. H. Chen. Determining joint penetration in GTAW with vision sensing of weld face geometry. Welding Journal, 1993, 72(10):463–469 54. M. Zhang, R. Kovacevic, L. Wu. Sensitivity of front-face weld geometry in representing the full penetration. Proc. Instn. Mech. Engrs, Part B: Journal of Engineering Manufacture. 1992, 206:191–197 55. M. Zhang, R. Kovacevic, L. Wu. Dynamic analysis and identification of gas tungsten arc welding process for weld penetration control.
Approaches to utilizing neural networks in process control were discussed. The need for modeling transient as well as static characteristics of physical systems for closed-loop control was pointed out, and an approach to achieving this was presented. References  used ANN to build dynamic model and inverse dynamic model of welding process. Inverse dynamic model was to relate backside weld pool width to welding current to predict output controlling variable; dynamic model was to Fig. 5 Intelligent Control Strategies for Arc Welding Process 21 Fig.