• DocumentCode
    1347474
  • Title

    A time-decomposition method for sequence-dependent setup scheduling under pressing demand conditions

  • Author

    Khmelnitsky, Eugene ; Kogan, Konstantin ; Maimon, Oded

  • Author_Institution
    Fac. of Eng., Tel Aviv Univ., Israel
  • Volume
    45
  • Issue
    4
  • fYear
    2000
  • fDate
    4/1/2000 12:00:00 AM
  • Firstpage
    638
  • Lastpage
    652
  • Abstract
    This paper develops a method for continuous-time scheduling problems in flexible manufacturing systems. The objective is to find the optimal schedule subject to different production constraints: precedence constraints (bills of materials), sequence-dependent setup times, finite machine capacities, and pressing demands. Differential equations along with mixed constraints are used to model production and setup processes in a canonical form of optimal control. The proposed approach to the search for the optimal solution is based on the maximum principle analysis and time-decomposition methodology. To develop fast near-optimal solution algorithms for sizable problems, we replace the general problem with a number of sub-problems so that solving them iteratively provides tight lower and upper estimates of the optimal solution
  • Keywords
    differential equations; flexible manufacturing systems; iterative methods; maximum principle; production control; FMS; differential equations; flexible manufacturing systems; iterative method; machine capacity; maximum principle; optimal control; pressing demand conditions; production control; setup scheduling; time-decomposition; Bills of materials; Differential equations; Flexible manufacturing systems; Food industry; Job shop scheduling; Manufacturing industries; Optimal control; Optimal scheduling; Pressing; Production;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.847101
  • Filename
    847101