Response surface methodology for the rapid design of aluminum sheet metal forming parameters

Materials and Design

Volumn 29, Issue 4, 2008, Pages 781-790

  Naceur, H ^a   Ben Elechi, S ^a   Batoz, J L ^b   Knopf Lenoir, C ^a  

^a UNIVERSITÉ DE TECHNOLOGIE DE COMPIÈGNE   (France)

^b Institut Superieur d'Ingenierie de la Conception   (France)

Author keywords

Aluminum design; Response surface; Sheet metal forming; Springback; Surrogate model

Indexed keywords

ABAQUS; LEAST SQUARES APPROXIMATIONS; METAL FORMING; OPTIMIZATION;

INVERSE APPROACH; PATTERN SEARCH ALGORITHM; RESPONSE SURFACE METHOD; SURROGATE MODEL;

ALUMINUM SHEET;

ABAQUS; ALUMINUM SHEET; LEAST SQUARES APPROXIMATIONS; METAL FORMING; OPTIMIZATION;

EID: 38949184892     PISSN: 02613069     EISSN: 18734197     Source Type: Journal    
DOI: 10.1016/j.matdes.2007.01.018     Document Type: Article

References (21)

1. Barlet O., Batoz J.L., Guo Y.Q., Mercier F., Naceur H., and Knopf-Lenoir C. The Inverse Approach and mathematical programming techniques for optimum design of sheet forming parts. ASME 3 (1996) 227-232
2. Batoz JL, Dhatt G. Modélisation des structures par éléments finis, vol. 3, Coques, Ed. Hermès, Paris; 1992.
3. Batoz J.L., Guo Y.Q., and Mercier F. The Inverse Approach with simple triangular shell elements for large strain predictions of sheet metal forming parts. Eng Computation 6-7 15 (1998) 864-892
4. Gati W. Approche pseudo inverse pour simulations rapides du procédé d'emboutissage et de retour élastique des pièces en tôles minces, Ph.D. thesis, Compiègne University of Technology; 2002.
5. Demeri MY, Lou M, Saran MJ. A benchmark test for springback simulation in sheet metal forming, SAE Technical Paper Series: 2000-01-2657, SAE International; 2000.
6. Gelin JC, Picart P. In: Proceedings of the 4th international conference on numerical simulation of 3D sheet metal forming processes Numisheet'99, Besançon, France; 1999.
7. Guo Y.Q., Batoz J.L., Detraux J.M., and Duroux P. Finite element procedures for strain estimations of sheet metal forming parts. IJNME 39 (1990) 1385-1401
8. Guo Y.Q., Batoz J.L., Bouabdallah S., and Naceur H. Recent developments on the analysis and optimum design of sheet metal forming parts using a simplified Inverse Approach. Comput Struct 78 (2000) 133-148
9. Ken-ichiro M. Simulation of material processing: theory, methods and applications. In: Numiform'2001, 7th international conference on numerical methods in industrial forming processes. Toyohashi, Japan; 2001.
10. Hallquist JO. LS-DYNA Keyword user's manual, version 960, Livermore Software Technology Corporation, Livermore, CA, March; 2001.
11. Kleiber M., Knabel J., and Rojek J. Reliability assessment in metal forming operations. July 7-12, 2002, Vienna, Austria. In: Mang H.A., Rammerstorfer F.G., and Eberhardsteiner J. (Eds). Proceedings of the fifth world congress on computational mechanics (WCCM V) (2002), Vienna University of Technology, Austria. 3-9501554-0-6
12. Kurtaran H., Eskandarian A., Marzougui D., and Bedewi N.E. Crashworthiness design optimization using successive response surface approximations. Computation Mech 29 (2002) 409-421
13. Lancaster P., and Salkauskas K. An introduction: curve and surface fitting (1986), Academic Press Inc.
14. Lemaitre J, Chaboche JL. Mécanique des matériaux solides. Ed. Dunod; 1996.
15. Lewis R.M., and Torczon V. Pattern search methods for linearly constrained minimization. Siam J Optim 10 3 (2002) 917-941
16. Myers R.H., and Montgomery D.C. Response surface methodology process and product optimization using designed experiments. 2nd ed. (2002), John Wiley and Sons Inc., New York, USA
17. Quantech ATZ. Stampack user guide - version 5.3, Quantech edt., Edificio Nexus, Gran Capitán, 2-4, 08034, Barcelona, Spain; 2003.
18. Roux W.J., Stander N., and Haftka R.T. Response surface approximations for structural optimization. Int J Numer Meth Eng 42 (1998) 517-534
19. Stander N. The successive response surface method applied to sheet metal forming. In: Proceedings, first MIT conference on computational fluid and solid mechanics, June 12-15; 2001. p. 481-5.
20. Vanderplaats G. Numerical optimization techniques for engineering design (1984), McGraw Hill
21. Zhang T., Rahman S., and Choi K.K. A hybrid method using response surface and pattern search for derivative-free design optimization. In: Mang H.A., Rammerstorfer F.G., and Eberhardsteiner J. (Eds). Proceedings of the fifth world congress on computational mechanics (WCCM V) (2002), Vienna University of Technology, Austria. 3-9501554-0-6 July 7-12, 2002, Vienna, Austria