A Study of the Application of Neural Network for the Prediction of Top-bead Height |
Son, J.S.
((주)프로맥스 기술연구소)
Kim, I.S. (목포대학교 기계선박해양공학부) Park, C.E. (목포대학교 기계선박해양공학부) Kim, I.J. (한국생산기술연구원) Kim, H.H. (목포대학교 대학원 기계공학과) Seo, J.H. (목포대학교 대학원 기계공학과) Shim, J.Y. (목포대학교 대학원 기계공학과) |
1 | Chen, S., 1991, 'Orthogonal Least Square Algorithm for Radial Basis Function Networks,' IEEE Trans. Neural Networks, Vol. 2, No. 2, pp. 302-309 DOI ScienceOn |
2 | Hagan, M. T. and Menhaj, M. B., 1994, 'Training Feedforward Networks with Marquardt Algorithm,' IEEE Transaction on Neural Networks, Vol. 5, No. 6, pp. 989-993 DOI ScienceOn |
3 | Tam, S. C., Lindgren, L. E. and Yang, L. J., 1989, 'Computer Simulation of Temperature Fields in Mechanized Plasma-arc Welding,' Journal of Mechanical Working Technology, Vol. 19, No. 1, pp. 23-33 DOI ScienceOn |
4 | Chan, Y. W., 1993, 'Computer Simulation of Heat Flow in Pulsed Current Arc Welding,' Journal of Materials Processing Technology, Vol. 38, No. 1-2, pp. 449-463 DOI ScienceOn |
5 | Smartt, H. B., Einerson, P., Watkins, A. D. and Morris, R. A., 1986, 'Gas Metal Arc Welding Sensing and Control,' Proceedings of an International Conference on Trends in Welding, Gatlinburg, Tennessee, USA, 18-22, pp. 461-465 |
6 | Cho, M. H. and Yang S. M., 2004, 'The Welding Process Control Using Neural Network Algorithm,' Journal of the KSPE Conference, Vol. 21, No. 12, pp. 84-91 |
7 | Hunter, J. J., Bryce, G. W. and Doherty, J., 1988, 'On-line Control of the Arc Welding Process,' Proceedings of the 2nd International Conference on Computer Technology in Welding, Cambridge, UK, June, pp. 37-1-37-12 |
8 | Kumar, R. S. and Parmar, R. S., 1986, 'Weld Geometry Prediction for Pulse MIG Welding,' Proceedings of an International Conference on Trends in Welding Research, Gatlinburg, Tennessee, USA, 18-22, May, pp. 645-652 |
9 | Nagesh, D. S. and Datta, G. L., 2002, 'Prediction of Weld Bead Geometry and Prediction in Shielded Metal-Arc Welding Using Artificial Neural Networks,' Journal of Materials Process Technology, Vol. 79, pp. 1-10 |
10 | Masubuchi, K., 1980, 'Analysis of Welded Structure,' International Series on Materials Science and Technology, Vol. 33, pp. 1-10 |
11 | Shi, Y. W. and Chen, B. Y., 1990, 'Effects of Welding Residual Stresses on Fatigue Crack Growth Behaviour in Butt Welds of a Pipeline Steel,' Engineering Fracture Mechanics, Vol. 36, No. 6, pp. 893-902 DOI ScienceOn |
12 | Khanna, T., 1990, Foundations of Neural Networks, Addson-Wesley |
13 | Poliak, E. I., 1998, 'Application of Linear Regression Analysis in Accuracy Assessment of Rolling Force Calculations,' Metals and Materials, Vol. 4, No. 5, pp. 1047-1056 DOI |