• DocumentCode
    1429550
  • Title

    IP-Based Real-Time Dispatching for Two-Machine Batching Problem With Time Window Constraints

  • Author

    Ham, Myoungsoo ; Lee, Young Hoon ; An, Jaehyung

  • Author_Institution
    Syst. Eng., Samsung Austin Semicond., Austin, TX, USA
  • Volume
    8
  • Issue
    3
  • fYear
    2011
  • fDate
    7/1/2011 12:00:00 AM
  • Firstpage
    589
  • Lastpage
    597
  • Abstract
    A binary integer programming based real-time dispatching heuristic (i-RTD) approach to minimize the makespan of the two-machine batching flow-shop problem with time window constraints is presented for the first time. By scheduling only necessary batches at each iteration, i -RTD works with considerably fewer binary variables so that it runs in real-time. The experimental study demonstrates the proposed i-RTD can generate the efficient solution in real-time, which implies we can implement the proposed approach into real industry where a quick and efficient schedule is required.
  • Keywords
    batch production systems; constraint theory; dispatching; flow shop scheduling; integer programming; semiconductor device manufacture; best fit method; binary integer programming; flow shop problem; iteration; job reservation transactions; realtime dispatching heuristic approach; scheduling; semiconductor manufacturing process; time window constraints; two machine batching problem; Computational modeling; Dispatching; Job shop scheduling; Manufacturing; Optimal scheduling; Real time systems; Time factors; Batching; dispatching; integer programming; real-time scheduling; time window;
  • fLanguage
    English
  • Journal_Title
    Automation Science and Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1545-5955
  • Type

    jour

  • DOI
    10.1109/TASE.2010.2098867
  • Filename
    5692129