From CAD to computer aided welding

International Journal of Production Research

Volumn 36, Issue 2, 1998, Pages 417-436

  Legoff, O ^a   Hascoet J Y ^b  

^a Ecole Normale Superieure de Cachan   (France)

^b ECOLE CENTRALE DE NANTES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER AIDED DESIGN; COMPUTER AIDED MANUFACTURING; DATABASE SYSTEMS; INDUSTRIAL ROBOTS; NEURAL NETWORKS; PARAMETER ESTIMATION;

COMPUTER AIDED WELDING;

WELDING;

EID: 0031997775     PISSN: 00207543     EISSN: 1366588X     Source Type: Journal    
DOI: 10.1080/002075498193813     Document Type: Article

References (28)

1. Alberry, P. J., 1989, Computer model for multipass repair welds in SA508 class 2 alloy. Welding Journal Research Supplement, October, 410-417.
2. Andersen, K., Cook, G. E., Karsai, G., and Ramaswamy, G., 1990, Artificial neural networks applied to arc welding process modeling and control. IEEE Transactions on Industry Applications, 26 (5), 824-830.
3. Andersen, K., Cook, G. E., Springfield, J. F., and Barnett, R. J., 1991, Applications of artificial neural networks for arc welding. Proceedings of the Conference on Intelligent Engineering Systems Through Artificial Neural Networks, pp. 717-728.
4. Barborak, D. M., Dickinson, D. W., and Madigan, R. B., 1991, PC-based expert systems and their applications to welding. Welding Journal, January, 29-38.
5. Bernasek, M., 1991, Software solutions improve productivity. Welding Journal, January, 5760.
6. Bourret, P., Reggia, J., and Samulides, M., 1991, Réseaux Neuronaux-Une Approche Connexioniste de l’Intelligence Artificielle (Paris: Teknea).
7. Breat, J. L., and Pauwels, J. P., 1991, MIG-expert systeme expert de generation des paramètres de soudage. Proceedings of the A2RP (Actions de Recherche en Robotique and Productique), pp. 223-241.
8. Breat, J. L., Guezon, M., Pauwels, J. P., and Cotton, C., 1992, MIG-expert systeme expert de generation des parametres de soudage. Soudage et Techniques Connexes, May-June, 17-21.
9. Cornu, J., 1985, Procédés 1: Traite de Soudage Automatique (Paris: Hermes).
10. Davalo, E., and Naim, P., 1990, Des Reseaux de Neurones (Paris: Eyrolles).
11. Demuth, H., and Beale, M., 1991, MATLAB: Neural Network Toolbox, For Use with MATLAB, User’s Guide (New York: The Math Works Inc.).
12. Detriche, J. M., 1987, Robots de Soudage, Commande et Programmation, Traite de Soudage Automatique (Paris: Hermes).
13. Diday, Lemaire, Pouget, and Testu, 1982, Elements d’Analyse de Donnees (Paris: Dunod).
14. Galopin, m., 1989, Une nouvelle approche a l’optimisation du mode operatoire des procedes de soudage. Soudage et Techniques Connexes, November-December, 69-73.
15. Harvas Martinez, C., Romero Soto, E. J., Garcia Pedrajas, N., and Medina Garnicer, R., 1992, Comparison between artificial neural networks and classical statistical methods in pattern recognition. Proceedings of IPMU 92-Advanced Methods in Artificial Intelligence, pp. 351-360.
16. Hascoet, J. Y., Lefoff, O., and Bennis, F., 1994, CAD and artificial intelligence: an application of neural networks to off-line programming for welding robots. Revue Internationale de CFAO et d’Infographie, 9 (5), 657-664.
17. Legoff, O., Hascoet, J. Y., and Bennis, F., 1994a, Application of neural networks to welding parameters generation. Proceedings of ICARCV’94, 3rd International Conference on Automation, Robotics and Computer Vision, 2, 1329-1333.
18. Legoff, O., Hascoet, J. Y., and Bennis, F., 1994b, Automatic generation of welding parameters with neural networks. Proceedings of the 12th IAS TED International Conference on Application Informatics, pp. 64-67.
19. Legoff, O., 1995, Extraction d’attributs et reseaux neuronaux en programmation hors-ligne de robots de soudage. PhD thesis, Universite de Nantes et Ecole Centrale de Nantes, France.
20. Lippman, R. P., 1967, An introduction to computing with neural nets. IEEE ASSP Magazine, April, 4-22.
21. McCulloch, W. S., and Pitts, W. H., 1943, A logical calculus ideas immanent in nervous activity. Bulletin of Mathematical Biophysics, 5, 115-133.
22. McGlone, J. C., 1979, Submerged arc butt welding of prepared joints. The Welding Institute Research Bulletin, February, 41-45.
23. Nguyen, D., and Widrow, B., 1990, Improving the learning speed of a 2-layer neural network by choosing initial values of the adaptive weights. Proceedings of the International Joint Conference on Neural Networks, July 1990, 3, pp. 21-26.
24. Riedmiller, M., and Braun, H., 1993, A direct adaptive method for faster backpropagation learning: the RPROP algorithm. Proceedings of the 1993 IEEE Interntional Conference on Neural Networks, pp. 586-591.
25. Rumelhart, D. E., Hinton, G. E., and Williaws, R. J., 1986, Learning internal representations by error propagation. In Parallel Data Processing, D. Rumelhart and J. McClelland (eds) (Cambridge, MA: MIT Press), 1 (8), pp. 318-362.
26. Scalero, R. S., and Tepedelenlioglu, N., 1992, A fast new algorithm for training feedforward neural networks. IEEE Transactions on Signal Processing, 40 (1), 202-210.
27. Sutter, V., and Xu, X., 1993, Welding parameters development using computer modeling. Proceedings of the 74th American Welding Society Convention, p. 99.
28. Vogl, T. P., Mangis, J. K., Rigler, A. K., Zink, W. T., and Alkon, D. L., 1988, Accelerating the convergence of the backpropagation method. Biological Cybernetics, 59, 257-263.