Pareto frontier for simultaneous structural and manufacturing optimization of a composite part

Structural and Multidisciplinary Optimization

Volumn 40, Issue 1-6, 2010, Pages 497-511

  Ghiasi, H ^a   Pasini, D ^a   Lessard, L ^a  

^a MCGILL UNIVERSITY   (Canada)

Author keywords

Composite materials; Global optimization; Multi objective optimization; Pareto frontier; Simultaneous optimization

Indexed keywords

COMPOSITE PARTS; CONSTRAINT METHODS; DESIGN ALTERNATIVES; FINAL DECISION; GLOBAL SEARCH; MANUFACTURING PROCESS; NEIGHBOURHOOD; NELDER-MEAD METHODS; NON-DOMINATED SORTING GENETIC ALGORITHMS; NSGA-II; OPTIMAL SOLUTIONS; OPTIMIZED DESIGNS; PARETO FRONTIERS; PARETO OPTIMA; SIMULTANEOUS OPTIMIZATION; STRUCTURAL PERFORMANCE;

COMPOSITE MATERIALS; COMPOSITE MICROMECHANICS; COMPOSITE STRUCTURES; CONVERGENCE OF NUMERICAL METHODS; DESIGN; FUNCTION EVALUATION; GLOBAL OPTIMIZATION; GROUND VEHICLE PARTS AND EQUIPMENT; MULTIOBJECTIVE OPTIMIZATION; PARETO PRINCIPLE; SHAPE OPTIMIZATION; STRUCTURAL OPTIMIZATION; STRUCTURE (COMPOSITION); VEHICLE PARTS AND EQUIPMENT;

CONSTRAINED OPTIMIZATION;

EID: 72149109807     PISSN: 1615147X     EISSN: 16151488     Source Type: Journal    
DOI: 10.1007/s00158-009-0366-4     Document Type: Article

References (40)

1. M Abouhamze M Shakeri 2007 Multi-objective stacking sequence optimization of laminated cylindrical panels using a genetic algorithm and neural networks Compos Struct 81 2 253 263 10.1016/j.compstruct.2006.08.015 (Pubitemid 46939630)
2. S Adali 1983 Multiobjective design of an antisymmetric angle-ply laminate by non-linear programming ASME J Mech Transm Autom Des 105 214 219 (Pubitemid 13571142)
3. S Adali M Walker VE Verijenko 1996 Multiobjective optimization of laminated plates for maximum prebuckling, buckling and postbuckling strength using continuous and discrete ply angles Compos Struct 35 117 130 10.1016/0263-8223(96)00030-X (Pubitemid 126355222)
4. DP Costin BP Wang 1993 Optimum design of a composite structure with manufacturing constrains Thin-walled Struct 17 185 202 10.1016/0263-8231(93) 90002-R (Pubitemid 23717151)
5. Deb K (2001) Multi-objective optimization using evolutionary algorithms. Wiley, Chichester
6. K Deb A Pratap S Agarwal T Meyarivan 2002 A fast and elitist multiobjective genetic algorithm: NSGA-II IEEE Trans Evol Comput 6 2 182 197 10.1109/4235.996017 (Pubitemid 34555372)
7. DJ Deka G Sandeep D Chakraborty A Dutta 2005 Multiobjective optimization of laminated composites using finite element method and genetic algorithm J Reinf Plast Compos 24 3 273 285 10.1177/0731684405043555 (Pubitemid 40494365)
8. H Ghiasi D Pasini L Lessard 2008 Constrained globalized Nelder-Mead method for simultaneous structural and manufacturing optimization of a composite bracket J Compos Mater 42 7 717 736 10.1177/0021998307088592
9. JL Henderson Z Gurdal AC Loos 1999 Combined structural and manufacturing optimization of stiffened composite panels J Aircr 36 1 246 254 10.2514/2.2431
10. DG Humphrey JR Wilson 2000 A revised simplex search procedure for stochastic simulation response surface optimization INFORMS J Comput 12 4 272 283 10.1287/ijoc.12.4.272.11879 1795783
11. P Kere J Koski 2002 Multicriterion optimization of composite laminates for maximum failure margins with an interactive descent algorithm Struct Multidisc Optim 23 436 447 10.1007/s00158-002-0205-3 (Pubitemid 34882368)
12. P Kere J Lento 2005 Design optimization of laminated composite structures using distributed grid resources Compos Struct 71 3-4 435 438 10.1016/j.compstruct.2005.09.015 (Pubitemid 41715435)
13. P Kere M Lyly J Koski 2003 Using multicriterion optimization for strength design of composite laminates Compos Struct 62 329 333 10.1016/j.compstruct. 2003.09.032 (Pubitemid 37453656)
14. JC Lagarias JA Reeds MH Wright PE Wright 1998 Convergence properties of the Nelder-Mead simplex method in low dimensions SIAM J Optim 9 1 112 147 1005.90056 10.1137/S1052623496303470 1662563
15. R Le Riche A Saouab J Breard 2003 Coupled compression RTM and composite lay up optimization Comput Sci Tech 63 1 2277 2287 10.1016/S0266-3538(03)00195-7 (Pubitemid 37118625)
16. MA Luersen R Le Riche 2004 Globalized Nelder-Mead method for engineering optimization Comput Struct 82 2251 2260 10.1016/j.compstruc.2004.03.072
17. PM Manne SW Tsai 1998 Design optimization of composite plates: part II-structural optimization by ply drop targeting J Compos Mater 32 6 572 598
18. RT Marler JS Arora 2004 Survey of multiobjective optimization methods Struct Multidisc Optim 26 369 395 10.1007/s00158-003-0368-6 2057377
19. Megson THG (1999) Aircraft structures for engineering students, 3rd edn. Arrowsmith, Bristol
20. A Messac A Ismail-Yahaya CA Mattson 2003 The normalized normal constraint, method for generating the Pareto frontier Struct Multidisc Optim 25 2 86 98 10.1007/s00158-002-0276-1 2018726
21. Miettinen K (1999) Nonlinear multiobjective optimization. Kluwer Academic, Boston
22. AR Mohan Rao N Arvind 2005 A scatter search algorithm for stacking sequence optimisation of laminate composites Compos Struct 70 383 402 10.1016/j.compstruct.2004.09.031 (Pubitemid 40936374)
23. JA Nelder R Mead 1965 Simplex method for function minimization Comput J 7 4 308 313 0229.65053
24. SN Omkar D Mudigere GN Naik S Gopalakrishnan 2008 Vector evaluated particle swarm optimization (VEPSO) for multi-objective design optimization of composite structures Comput Struct 86 1 14 10.1016/j.compstruc.2007.06.004 (Pubitemid 350251553)
25. Pagano NJ, Pipes RB (1989) Interlaminar response of composite materials. In: Pagano NJ (ed) Composite materials series, vol 5. Elsevier, Amsterdam
26. Pareto V (1906) Manuale di economica politica, Societa Editrice Libraria, Milan (translated into English by AS Schwier as Manual of Political Economy, edited by AS Schwier and AN 1971). AM Kelley, New York
27. CH Park WI Lee SJ Kim WS Han A Vautrin 2001 Simultaneous optimization of design and manufacture of composite structures Collect Tech Paper Struct Struct Dyn Mater Conf 1 186 196
28. CH Park W Lee WS Han A Vautrin 2003 Weight minimization of composite laminated plates with multiple constraints Compos Sci Technol 63 7 1015 1026 10.1016/S0266-3538(03)00014-9 (Pubitemid 36453835)
29. CH Park W Lee WS Han A Vautrin 2004 Simultaneous optimization of composite structures considering mechanical performance and manufacturing cost Compos Struct 65 1 117 127 10.1016/j.compstruct.2003.10.010 (Pubitemid 38617195)
30. CH Park W Lee WS Han A Vautrin 2005 Multiconstraint optimization of composite structures manufactured by resin transfer molding process J Compos Mater 39 4 347 374 10.1177/0021998305046738 (Pubitemid 40541112)
31. JL Pelletier SS Vel 2006 Multi-objective optimization of fiber reinforced composite laminates for strength, stiffness and minimal mass Comput Struct 84 2065 2080 10.1016/j.compstruc.2006.06.001 (Pubitemid 44646533)
32. DA Saravanos CC Chamis 1992 Multiobjective shape and material optimization of composite structures including damping AIAA 30 3 805 813 10.2514/3.10988
33. N Srinivas K Deb 1995 Multi-objective function optimization using non-dominated sorting genetic algorithms Evol Comput 2 3 221 248 10.1162/evco.1994.2.3.221
34. S Suresh PB Sujit AK Rao 2007 Particle swarm optimization approach for multi-objective composite box-beam design Compos Struct 81 4 598 605 10.1016/j.compstruct.2006.10.008 (Pubitemid 46958977)
35. Tsai SW (1992) Theory of composites design, think composites. Division of ILT Corporation, Dayton
36. M Walker R Smith 2003 A technique for the multiobjective optimization of laminated composite structures using genetic algorithms and finite element analysis Compos Struct 62 1 123 128 10.1016/S0263-8223(03)00098-9 (Pubitemid 37002543)
37. M Walker T Reiss S Adali 1997 Multiobjective design of laminated cylindrical shells for maximum torsional and axial buckling loads Comput Struct 62 2 237 242 0899.73340 10.1016/S0045-7949(96)00189-7
38. BP Wang D. P Costin 1992 Optimum design of a composite structure with three types of manufacturing constraints AIAA J 30 6 1667 1669 10.2514/3.11120
39. K Wang D Kelly S Dutton 2002 Multi-objective optimisation of composite aerospace structures Compos Struct 57 1 141 148 10.1016/S0263-8223(02)00078-8
40. RI Watkins A Morris 1987 A multi-criteria objective function optimization scheme for laminated composites for use in multilevel structural optimization schemes Comput Methods Appl Mech Eng 60 233 251 0587.73137 10.1016/0045-7825(87) 90111-3 (Pubitemid 17526539)