Identification of constitutive parameters using inverse strategy coupled to an ANN model

AIP Conference Proceedings

Volumn 908, Issue , 2007, Pages 1567-1572

  Aguir, H ^a   Chamekh, A ^a   Belhadjsalah, H ^a   Hambli, R ^b  

^a UNIVERSITY OF MONASTIR   (Tunisia)

^b CNRS   (France)

Author keywords

Artificial neural network; Bulge test; Inverse identification; Plane tensile test

Indexed keywords

EID: 34547420607     PISSN: 0094243X     EISSN: 15517616     Source Type: Conference Proceeding    
DOI: 10.1063/1.2741032     Document Type: Conference Paper

References (10)

1. R. Forestier, E. Massoni, Y. Chastel, "Estimation of constitutive parameters using an inverse method coupled to a 3D finite element software", Journal of Materials Processing Technology, 125 (2002) 594-601.
2. M. Ben Tahar, "Contribution a l'étude et la simulation du procède d'hydroformage", Thèse, Ecole des Mines de Paris, 2005.
3. Pernot S., Lamarque C-H., "Application of neural networks to the modelling of some constitutive laws", Neural Networks vol. 12, 1999, 371-392.
4. S. K. Swadesh, D. R. Kumar, "Application of neural network to predict thickness strains and finite element simulation of hydro-mechanical deep drawing", Int J Adv Manuf Technol 25 (2005) 101-107.
5. R. Hambli, A. Chamekh, H. BelHadjSalah, "Real-time deformation of structure using finite element and neural networks in virtual reality application", Finite elements in analysis and design, 42(2006) 985-991.
6. A. Chamekh, H. Bel Hadj Salah, R. Hambli, A. Gahbiche, "Inverse identification using the bulge test and artificial neural networks", Journal of Materials processing technology 177 (2006) 307-310.
7. A. Gahbiche, "Caractérisation expérimentale des tôles d'emboutissage: application, à l'dentification des lois de comportement", Thèse de doctorat, ENIM, Tunisie, 2005.
8. J. Lemaitre, J.L. Chaboche, "Mécaniques des matériaux solides", édition Dunod, 1988.
9. A. Khalfallah, H. Bel Hadj Salah, J.L.Alves, "Strategies for parameter identification", ESAFORM2006
10. G-Q. Huang, H-X. Huang, "Optimizing parison thickness for extrusion blow molding by hybrid method", Journal of Materials Processing Technology 182 (2007) 512-518.