• DocumentCode
    3239388
  • Title

    A Modified Ant Colony System for the Selection of Machining Parameters

  • Author

    Wu, Jing ; Yao, Yingxue

  • Author_Institution
    Sch. of Mech. & Electr. Eng., Harbin Inst. of Technol., Harbin
  • fYear
    2008
  • fDate
    24-26 Oct. 2008
  • Firstpage
    89
  • Lastpage
    93
  • Abstract
    Optimum machining parameters are of great concern in manufacturing environments, where economy of machining operation plays a key role in competitiveness in the market. This paper proposes a new optimization technique based on the modified ant colony algorithm for solving multi-pass optimization problems. The cutting process has roughing and finishing stages. The machining parameters are determined with the minimum unit production cost, subject to a set of practical machining constraints. The results indicate that the proposed modified ant colony framework is effective compared to other techniques carried out by different researchers.
  • Keywords
    computerised numerical control; economics; machining; manufacturing systems; optimisation; CNC machine; ant colony system; economy; machining; manufacturing environments; multipass optimization; Ant colony optimization; Computer aided manufacturing; Computer numerical control; Constraint optimization; Dynamic programming; Grid computing; Machining; Productivity; Simulated annealing; Turning; ant colony algorithm; cutting parmaters; optimization; turning operation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grid and Cooperative Computing, 2008. GCC '08. Seventh International Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-0-7695-3449-7
  • Type

    conf

  • DOI
    10.1109/GCC.2008.64
  • Filename
    4662848