• DocumentCode
    2842408
  • Title

    Formation of a New Manufacturing Resource Model Based on Virtual Manufacturing Cell

  • Author

    Guo Ning ; Jin Tian-guo ; Liu Wen-jian

  • Author_Institution
    Sch. of Mechatron. Eng., Harbin Inst. of Technol., Harbin, China
  • fYear
    2009
  • fDate
    11-13 Dec. 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    In order to reduce the time and cost of reconfiguration of manufacturing system, a new manufacturing resources organization model based virtual manufacturing cell (VMC) is introduced, So that the procedure of part task distribution and scheduling is simplified and the quality of the scheduling is improved. Then, the procedure of VMC formation is divided into two phases: resource selection and resource cluster. Finally, to solve the resource selection problem, a multi-objective cooperative co-evolutionary algorithm (MOCCEA) is employed and a multi-objective optimization problem model is constructed, An instance has shown that the algorithm possessed good prospects of application in resource selection for VMC formation.
  • Keywords
    evolutionary computation; optimisation; production control; scheduling; virtual manufacturing; manufacturing resources organization model; manufacturing system; multiobjective cooperative co-evolutionary algorithm; multiobjective optimization problem model; scheduling; task distribution; virtual manufacturing cell; Clustering algorithms; Costs; Cutting tools; Databases; Job shop scheduling; Manufacturing processes; Manufacturing systems; Mechatronics; Production; Virtual manufacturing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Software Engineering, 2009. CiSE 2009. International Conference on
  • Conference_Location
    Wuhan
  • Print_ISBN
    978-1-4244-4507-3
  • Electronic_ISBN
    978-1-4244-4507-3
  • Type

    conf

  • DOI
    10.1109/CISE.2009.5364854
  • Filename
    5364854