메뉴 건너뛰기




Volumn 50, Issue 1-4, 2010, Pages 93-100

An optimization strategy based on a metamodel applied for the prediction of the initial blank shape in a deep drawing process

Author keywords

ANN modeling; FEM; Inverse approach; Metal forming; Shape optimization

Indexed keywords

ANN MODELING; ARTIFICIAL NEURAL NETWORK; AUTOMATIC PROCEDURES; BLANK DESIGN; BLANK SHAPES; CLASSICAL APPROACH; CLASSICAL OPTIMIZATION; COMMERCIAL CODES; CPU TIME; CRITICAL STEPS; DEEP-DRAWING PROCESS; DESIGN PROCEDURE; FEM; FINITE ELEMENT SIMULATIONS; INVERSE APPROACH; META MODEL; OPTIMIZATION PROCEDURES; OPTIMIZATION STRATEGY; RECTANGULAR CUP;

EID: 77958060963     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-009-2512-y     Document Type: Article
Times cited : (14)

References (24)
  • 1
    • 0038787486 scopus 로고    scopus 로고
    • Parameter identification and shape/process optimization in metal forming simulation
    • Kleinermann JP, Ponthot JP (2003) Parameter identification and shape/process optimization in metal forming simulation. J Mater Process Technol 139:521-526
    • (2003) J Mater Process Technol , vol.139 , pp. 521-526
    • Kleinermann, J.P.1    Ponthot, J.P.2
  • 2
    • 0025535228 scopus 로고
    • An analytical method for deep drawing process design
    • Vogel JH, Lee D (1990) An analytical method for deep drawing process design. Int J Mech Sci 32:891-907
    • (1990) Int J Mech Sci , vol.32 , pp. 891-907
    • Vogel, J.H.1    Lee, D.2
  • 3
    • 0030830491 scopus 로고    scopus 로고
    • PC-based blank design system for deep drawing irregularly shaped prismatic shells with arbitrarily shaped flange
    • TSi K (1997) PC-based blank design system for deep drawing irregularly shaped prismatic shells with arbitrarily shaped flange. J Mater Process Technol 63:89-94
    • (1997) J Mater Process Technol , vol.63 , pp. 89-94
    • Tsi, K.1
  • 4
    • 0026821180 scopus 로고
    • The development of ideal blank shapes by the method of plane stress characteristics
    • Chen X, Sowarby R (1992) The development of ideal blank shapes by the method of plane stress characteristics. Int J Mech Sci 34:159-166
    • (1992) Int J Mech Sci , vol.34 , pp. 159-166
    • Chen, X.1    Sowarby, R.2
  • 6
    • 0032022202 scopus 로고    scopus 로고
    • Blank design and formability for non-circular deep drawing processes by the finite element method
    • Kim SD, Park MH, Kim SJ, Seo DG (1998) Blank design and formability for non-circular deep drawing processes by the finite element method. J Mater Process Technol 75:94-99
    • (1998) J Mater Process Technol , vol.75 , pp. 94-99
    • Kim, S.D.1    Park, M.H.2    Kim, S.J.3    Seo, D.G.4
  • 7
    • 0026905496 scopus 로고
    • Ideal forming II. Sheet forming with optimum deformation
    • Chung K, Richmond O (1992) Ideal forming II. Sheet forming with optimum deformation. Int J Mech Sci 34:617-633
    • (1992) Int J Mech Sci , vol.34 , pp. 617-633
    • Chung, K.1    Richmond, O.2
  • 8
    • 0033177652 scopus 로고    scopus 로고
    • Optimum blank design in sheet metal forming by the deformation path iteration method
    • Park SH, Yoon JW, Yang DY, Kim YH, Optimum blank design in sheet metal forming by the deformation path iteration method. Int J Mech Sci 41:1217-1232
    • Int J Mech Sci , vol.41 , pp. 1217-1232
    • Park, S.H.1    Yoon, J.W.2    Yang, D.Y.3    Kim, Y.H.4
  • 9
    • 0032187966 scopus 로고    scopus 로고
    • Blank design and strain estimates for sheet metal forming processes by a finite element inverse approach with initial guess of linear deformation
    • Lee CH, Hub H (1998) Blank design and strain estimates for sheet metal forming processes by a finite element inverse approach with initial guess of linear deformation. J Mater Process Technol 1- 3:145-155
    • (1998) J Mater Process Technol , vol.1-3 , pp. 145-155
    • Lee, C.H.1    Hub, H.2
  • 10
    • 0034325469 scopus 로고    scopus 로고
    • Recent developments on the analysis and optimum design of sheet metal forming parts using a simplified inverse approach
    • Guo YQ, Batoz JL, Naceur H (2000) Recent developments on the analysis and optimum design of sheet metal forming parts using a simplified inverse approach. Comput Struct 78:133-148
    • (2000) Comput Struct , vol.78 , pp. 133-148
    • Guo, Y.Q.1    Batoz, J.L.2    Naceur, H.3
  • 11
    • 40249113148 scopus 로고    scopus 로고
    • Optimization and tolerance prediction of sheet metal forming process using response surface model
    • Donglai W, Zhenshan C, Chen J (2008) Optimization and tolerance prediction of sheet metal forming process using response surface model. Comput Mater Sci 42:228-233
    • (2008) Comput Mater Sci , vol.42 , pp. 228-233
    • Donglai, W.1    Zhenshan, C.2    Chen, J.3
  • 12
    • 33745399040 scopus 로고    scopus 로고
    • A cascade optimization methodology for automatic parameter identification and shape/process optimization in metal forming simulation
    • Ponthot JP, Kleinermann JP (2006) A cascade optimization methodology for automatic parameter identification and shape/process optimization in metal forming simulation. Comput Methods Appl Mech Eng 195:5472-5508
    • (2006) Comput Methods Appl Mech Eng , vol.195 , pp. 5472-5508
    • Ponthot, J.P.1    Kleinermann, J.P.2
  • 13
    • 77958042840 scopus 로고    scopus 로고
    • BHF control algorithm with the design sensitivity analysis for the improvement of the deep drawn product
    • Jeju Island, Korea
    • Se-Ho K (2002) BHF control algorithm with the design sensitivity analysis for the improvement of the deep drawn product. In Proc. Numisheet Conf. Jeju Island, Korea
    • (2002) Proc. Numisheet Conf.
    • Se-Ho, K.1
  • 14
    • 22044455351 scopus 로고    scopus 로고
    • Optimization of sheet metal forming processes using simulation programs
    • Besancon, France
    • Matthias H (1999) Optimization of sheet metal forming processes using simulation programs. In Proc. Numisheet Conf. Besancon, France
    • (1999) Proc. Numisheet Conf.
    • Matthias, H.1
  • 15
    • 77958030089 scopus 로고    scopus 로고
    • An automated and flexible approach to optimal design of shape and process variables for stamping parts
    • Jeju Island, Korea
    • Subir R (2002) An automated and flexible approach to optimal design of shape and process variables for stamping parts. In Proc. Numisheet Conf. Jeju Island, Korea
    • (2002) Proc. Numisheet Conf.
    • Subir, R.1
  • 16
    • 33644608726 scopus 로고    scopus 로고
    • Optimization of springback predicted by experimental and numerical approach by using response surface methodology
    • Bahloul R, Ben-Elechi PA (2006) Optimization of springback predicted by experimental and numerical approach by using response surface methodology. J Mater Process Technol 173:101-110
    • (2006) J Mater Process Technol , vol.173 , pp. 101-110
    • Bahloul, R.1    Ben-Elechi, P.A.2
  • 17
    • 31144453393 scopus 로고    scopus 로고
    • Identification of ductile damage and fracture parameters from the small punch test using neural networks
    • Abendroth M, Kuna M (2006) Identification of ductile damage and fracture parameters from the small punch test using neural networks. Eng Fract Mech 73:710-725
    • (2006) Eng Fract Mech , vol.73 , pp. 710-725
    • Abendroth, M.1    Kuna, M.2
  • 18
    • 33646844785 scopus 로고    scopus 로고
    • Real-time deformation of structure using finite element and neural networks in virtual reality application
    • Hambli R, Chamekh A, BelHadjSalah H (2006) Real-time deformation of structure using finite element and neural networks in virtual reality application. Finite Elem Anal Des 42:985-991
    • (2006) Finite Elem Anal des , vol.42 , pp. 985-991
    • Hambli, R.1    Chamekh, A.2    Belhadjsalah, H.3
  • 19
    • 68849096584 scopus 로고    scopus 로고
    • Inverse technique identification of material parameters using finite element and neural network computation
    • doi:10.1007/s00170-008-1809-6
    • Chamekh A, BelHadjSalah H, Hambli R (2008) Inverse technique identification of material parameters using finite element and neural network computation. Int J Adv Manuf Technol. doi:10.1007/s00170-008-1809-6
    • (2008) Int J Adv Manuf Technol.
    • Chamekh, A.1    Belhadjsalah, H.2    Hambli, R.3
  • 20
    • 0003075145 scopus 로고
    • Development and application of sheet forming simulations
    • Zhou D, Wagoner RH (1993) Development and application of sheet forming simulations. In Proceedings of the NUMISHEET' 93 pp. 3-18
    • (1993) Proceedings of the NUMISHEET' , vol.93 , pp. 3-18
    • Zhou, D.1    Wagoner, R.H.2
  • 24
    • 77956181161 scopus 로고    scopus 로고
    • Identification of constitutive parameters using hybrid ANN multiobjective optimization procedure
    • doi:10.1007/s12289-008-0008-1
    • Aguir H, Chamekh A, BelHadjSalah H, Dogui A, Hambli R (2008) Identification of constitutive parameters using hybrid ANN multiobjective optimization procedure. Int J Mater Form. doi:10.1007/s12289-008-0008-1
    • (2008) Int J Mater Form.
    • Aguir, H.1    Chamekh, A.2    Belhadjsalah, H.3    Dogui, A.4    Hambli, R.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.