Advanced high strength steel springback optimization by projection-based heuristic global search algorithm

Materials and Design

Volumn 43, Issue , 2013, Pages 426-437

  Tang, Long ^a   Wang, Hu ^a   Li, Guangyao ^a  

^a HUNAN UNIVERSITY   (China)

Author keywords

Drawbead; High dimension model representation; Metamodel assisted optimization; Springback

Indexed keywords

ADVANCED HIGH STRENGTH STEEL; ANALYSIS TOOLS; BLANK HOLDER FORCES; COMPUTATIONAL COSTS; DRAWBEAD; FINITE ELEMENT; FORMING PROCESS; GLOBAL SEARCH; GLOBAL SEARCH ALGORITHM; HEURISTIC SAMPLING; HIGH DIMENSIONS; META MODEL; MODEL REPRESENTATION; NONLINEAR CHARACTERISTICS; QUANTITATIVE MODELS; SHEET FORMING PROCESS; SPRING-BACK; TEST FUNCTIONS;

FINITE ELEMENT METHOD; HIGH STRENGTH STEEL; MERCURY COMPOUNDS; METAL DRAWING; OPTIMIZATION;

HEURISTIC METHODS;

EID: 84864826687     PISSN: 02641275     EISSN: 18734197     Source Type: Journal    
DOI: 10.1016/j.matdes.2012.06.045     Document Type: Article

References (24)

1. Gan W., Wagoner R.H. Die design method for sheet springback. Int J Mech Sci 2004, 46:1097-1113.
2. Tekiner Z. An experimental study on the examination of springback of sheet metals with several thicknesses and properties in bending dies. J Mater Process Technol 2004, 145:109-117.
3. Mullan H.B. Improved prediction of springback on final formed components. J Mater Process Technol 2004, 153-154:464-471.
4. Xu W.L., Ma C.H., Li C.H., Feng W.J. Sensitive factors in springback simulation for sheet metal forming. J Mater Process Technol 2004, 151:217-222.
5. Gomes C., Onipede O., Lovell M. Investigation of springback in high strength anisotropic steels. J Mater Process Technol 2005, 159:91-98.
6. Chen P., Koc M. Simulation of springback variation in forming of advanced high strength steels. J Mater Process Technol 2007, 190(1-3):189-198.
7. Andersson A. Numerical and experimental evaluation of springback in advanced high strength steel. J Mater Eng Perform 2007, 16(3):301-307.
8. Wang G.G., Shan S. Review of metamodeling techniques in support of engineering design optimization. J Mech Des 2007, 129(4):370-380.
9. Naceur H., Guo Y.Q., Ben-Elechi S. Response surface methodology for design of sheet forming parameters to control springback effects. Comput Struct 2006, 84(26-27):1651-1663.
10. Meinders T., Burchitz I.A., Bonte M.H.A., Lingbeek R.A. Numerical product design: springback prediction, compensation and optimization. Int J Mach Tools Manuf 2008, 48(5):499-514.
11. Ingarao G., Di L.R., Micari F. Analysis of stamping performances of dual phase steels: a multi-objective approach to reduce springback and thinning failure. Mater Des 2009, 30(10):4421-4433.
12. Bekar D., Acar E., Ozer F., Guler M.A. Robust springback optimization of a dual phase steel seven-flange die assembly. Struct Multidiscip Optimiz 2012.
13. Rabitz H., Alis O.F. General foundations of high-dimensional model representations. J Math Chem 1999, 25(2-3):197-233.
14. Shan S.Q., Wang G.G. Metamodeling for high dimensional simulation-based design problems. J Mech Des 2010, 132(5):051009.
15. Wang H., Tang L., Li G.Y. Adaptive MLS-HDMR metamodeling techniques for high dimensional problems. Expert Syst Appl 2011, 38(11):14117-14126.
16. Jones D.R. The DIRECT global optimization algorithm. Encyclopedia Optimiz 2001, 1:431-440.
17. Wang H., Li E.Y., Li G.Y. Parallel boundary and best neighbor searching sampling algorithm for drawbead design optimization in sheet metal forming. Struct Multidiscip Optimiz 2008, 41:309-324.
18. Wang H., Li E.Y., Li G.Y., Zhong Z.H. Development of metamodeling based optimization system for high nonlinear engineering problems. Eng Softw 2008, 39(8):629-645.
19. Sasena M. Flexibility and efficiency enhancements for constrained global optimization with kriging approximations. [PhD Thesis], University of Michigan; 2002.
20. Wang L.Q., Shan S.Q., Wang G.G. Mode-pursuing sampling method for global optimization on expensive black-box functions. Eng Optimiz 2004, 36(4):419-438.
21. Carlos G., Oladipo O., Michael L. Investigation of springback in high strength anisotropic steels. J Mater Process Technol 2005, 159:91-98.
22. Li H.Z., Sun G.Y., Li G.Y., Gong Z.H., Liu D.H., Li Q. On twist springback in advanced high-strength steels. Mater Des 2011, 32(6):3272-3279.
23. Barlat F., Lian J. Plastic behaviour and stretchability of sheet metals. Part I. A yield function for orthotropic sheets under plane stress conditions. Int J Plasticity 1989, 5(1):51-66.
24. Chirita B. Experimental study of the influence of blankholder force on spring-back of sheet metal. Arch Civ Mech Eng 2003, 3(1):5-12.