• DocumentCode
    2511268
  • Title

    A two-stage approach for optimizing the robust injection molding parameters

  • Author

    Dapeng, Li ; Jia, Xu ; Yang, Liu ; Fuli, Wang

  • Author_Institution
    Inst. of Sci. & Tech. Inf. of Liaoning Province, Shenyang, China
  • fYear
    2011
  • fDate
    23-25 May 2011
  • Firstpage
    364
  • Lastpage
    368
  • Abstract
    In this paper, a two-stage approach is proposed for optimizing the robust injection molding parameters. In the first-stage optimization, the simplex method is used to search for qualified parameters when the starting parameter is disqualified. In the second-stage optimization, forgetting factor recursive least square algorithm is used to build the model between process parameters and quality index. Robust parameters are obtained by using the steepest ascent method based on the model. Time and experiment costs are saved by using the two-stage approach. Experiments and results on mold flow analysis software show its validity.
  • Keywords
    injection moulding; least squares approximations; optimisation; recursive estimation; robust control; first-stage optimization; mold flow analysis software; quality index; recursive least square algorithm; robust injection molding parameters; simplex method; starting parameter; steepest ascent method; two-stage approach; Artificial neural networks; Data models; Indexes; Injection molding; Optimization methods; Robustness; Injection molding; forgetting factor recursive least square; parameters optimization; robustness; simplex method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2011 Chinese
  • Conference_Location
    Mianyang
  • Print_ISBN
    978-1-4244-8737-0
  • Type

    conf

  • DOI
    10.1109/CCDC.2011.5968203
  • Filename
    5968203