• DocumentCode
    538871
  • Title

    Application of Kriging Metamodel in Optimization of Square Drawing

  • Author

    Xie, Yanmin ; Xu, Xiaomei

  • Author_Institution
    Sch. of Mech. Eng., Southwest Jiao tong Univ., Chengdu, China
  • Volume
    1
  • fYear
    2010
  • fDate
    16-17 Dec. 2010
  • Firstpage
    276
  • Lastpage
    279
  • Abstract
    Different numerical optimization strategies are used to find an optimized parameter setting for the sheet metal forming process. Metamodels based on responses from numerical experiments may form efficient approximations to functions in engineering analysis. They can improve the efficiency of engineering optimization substantially by uncoupling computationally expensive analysis models and (iterative) optimization procedures. This paper investigated the kriging metamodel approach. At the same time, the practical nonlinear engineering problems such as square drawing are also optimized successfully by proposed method. The results prove Kriging model is an effective method for nonlinear engineering problem in practice.
  • Keywords
    drawing (mechanical); forming processes; iterative methods; numerical analysis; optimisation; sheet metal processing; statistical analysis; engineering optimization; expensive analysis models; iterative procedure; kriging metamodel; nonlinear engineering problem; numerical optimization; sheet metal forming process; square drawing optimization; Analytical models; Approximation methods; Computational modeling; Correlation; Mathematical model; Optimization; Response surface methodology; Kriging model; drawing; genetic algorithm; optimization;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-9247-3
  • Type

    conf

  • DOI
    10.1109/GCIS.2010.118
  • Filename
    5708760