The application of the genetic algorithm to the numerical simulation in sheet metal forming

被引:0
|
作者
Xu, Jingjing [1 ]
Li, Changdong [1 ]
Wu, Yimin [1 ]
Huang, Wei [1 ]
机构
[1] Shanghai Univ, Sch Mech Engn, Shanghai, Peoples R China
关键词
genetic algorithm; numerical simulation; parameter recognition; finite element method; Nonlinear material model;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study presents a genetic algorithm GA adopted for recognizing the material parameters with the nonlinear relation in the sheet metal forming. Firstly the nonlinear regression model is established for the parameters estimation. Then based on the material tensile test the parameters estimation is finished by GA and the least square method LS. At last GA is applied for recognizing the material model parameters and the numerical simulation is finished in the V-shape sheet metal forming.
引用
收藏
页码:755 / +
页数:2
相关论文
共 50 条
  • [31] Numerical simulation of sheet metal multi-point stretch forming technology
    Liu, Wei
    Ma, XiaoLu
    Li, MingZhe
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 7, 2009, : 453 - 457
  • [32] Numerical Simulation on Multi-gripper Stretch Forming Process for Sheet Metal
    Wang, Y.
    Li, M. Z.
    Peng, H. L.
    Gu, S. H.
    [J]. 11TH INTERNATIONAL CONFERENCE ON NUMERICAL METHODS IN INDUSTRIAL FORMING PROCESSES (NUMIFORM 2013), 2013, 1532 : 863 - 869
  • [33] Numerical simulation for the multi-point stretch forming process of sheet metal
    Cai, Zhong-Yi
    Wang, Shao-Hui
    Xu, Xu-Dong
    Li, Ming-Zhe
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 2009, 209 (01) : 396 - 407
  • [34] Numerical simulation of sheet metal forming processes using a new yield criterion
    Comsa, Dan-Sorin
    Banabic, Dorel
    [J]. SHEET METAL 2007, 2007, 344 : 833 - +
  • [35] Numerical Simulation of the Effect of Punch Paths on the Quality of Sheet Metal Stretch Forming
    Wang, Chang J.
    Mynors, Diane J.
    Sihra, Tarsem
    [J]. ADVANCED MATERIALS AND PROCESS TECHNOLOGY, PTS 1-3, 2012, 217-219 : 2002 - 2005
  • [36] Determination of hammering sequence in incremental sheet metal forming using a genetic algorithm
    Mori, K
    Yamamoto, M
    Osakada, K
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 1996, 60 (1-4) : 463 - 468
  • [37] NUMERICAL SIMULATIONS OF SHEET-METAL FORMING
    TAYLOR, L
    CAO, J
    KARAFILLIS, AP
    BOYCE, MC
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 1995, 50 (1-4) : 168 - 179
  • [38] Application of explicit FE codes to simulation of sheet and bulk metal forming processes
    Rojek, J
    Onate, E
    Postek, E
    [J]. JOURNAL OF MATERIALS PROCESSING TECHNOLOGY, 1998, 80-1 : 620 - 627
  • [39] Research on algorithm of springback in sheet metal forming
    Han, Zhiren
    Xu, Jing
    Meng, Xiangtao
    [J]. ADVANCED MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 472-475 : 2969 - +
  • [40] Analytical modeling and numerical simulation for three-roll bending forming of sheet metal
    Zemin Fu
    Xiuli Tian
    Wei Chen
    Bingkun Hu
    Xingyan Yao
    [J]. The International Journal of Advanced Manufacturing Technology, 2013, 69 : 1639 - 1647