• DocumentCode
    2224470
  • Title

    Higher-level innovization: A case study from Friction Stir Welding process optimization

  • Author

    Bandaru, Sunith ; Tutum, Cem Celal ; Deb, Kalyanmoy ; Hattel, Jesper Henri

  • Author_Institution
    Kanpur Genetic Algorithms Lab., Indian Inst. of Technol. Kanpur, Kanpur, India
  • fYear
    2011
  • fDate
    5-8 June 2011
  • Firstpage
    2782
  • Lastpage
    2789
  • Abstract
    The task of finding crucial design interdependencies in the form of mathematical relationships (empirical or otherwise) in an engineering design problem using the Pareto optimal front is referred to as innovization. Past studies on the subject have limited themselves to a single front. In this paper we introduce the higher-level innovization task through an application of a manufacturing process simulation for the Friction Stir Welding (FSW) process where commonalities among two different Pareto-optimal fronts are analyzed. Multiple design rules are simultaneously deciphered from each front separately and compared. Important design aspects of the FSW problem are revealed in the process. The overall study aims at showing how some design principles can considerably ease the task of optimizing future enhancements to the design.
  • Keywords
    Pareto optimisation; design engineering; friction welding; Pareto optimal front; engineering design problem; friction stir welding process optimization; higher level innovization; multiple design rules; Algorithm design and analysis; Heating; Materials; Optimization; Probes; Shoulder; Welding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Evolutionary Computation (CEC), 2011 IEEE Congress on
  • Conference_Location
    New Orleans, LA
  • ISSN
    Pending
  • Print_ISBN
    978-1-4244-7834-7
  • Type

    conf

  • DOI
    10.1109/CEC.2011.5949967
  • Filename
    5949967