• DocumentCode
    1924991
  • Title

    Near-Optimal Production and Maintenance Control for Failure Prone Production Systems with Demand Uncertainty

  • Author

    Liu, Jun ; Rui, Zhi-Yuan ; Zhao, Jun-Tian ; Li, E-min

  • Author_Institution
    Lanzhou Univ. of Technol., Lanzhou
  • Volume
    1
  • fYear
    2007
  • fDate
    19-22 Aug. 2007
  • Firstpage
    539
  • Lastpage
    544
  • Abstract
    Under the circumstances that the demand is uncertain, furthermore, the demand sometimes cannot be satisfied by the production, the paper studies the production and maintenance control problem of failure prone production systems. For the hybrid system, a so-called double level hedging point control policy considering purchasing extra production or maintenance capacity is presented, which has strong dynamic characteristics. By the method that studies the problem from over the finite horizon to over the infinite horizon, meanwhile, utilizing a decomposition method, the corresponding hedging points are obtained respectively. The numerical comparison specifies and to some extent testifies the method.
  • Keywords
    failure analysis; maintenance engineering; manufacturing systems; process control; demand uncertainty; double level hedging point control policy; failure prone production systems; hedging point policy; maintenance control; near-optimal production; purchasing; Continuous production; Control systems; Cybernetics; Infinite horizon; Machine learning; Markov processes; Paper technology; Production systems; Uncertainty; Valves; Hedging point policy; Hybrid system; Maintenance; Markov process;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2007 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4244-0973-0
  • Electronic_ISBN
    978-1-4244-0973-0
  • Type

    conf

  • DOI
    10.1109/ICMLC.2007.4370204
  • Filename
    4370204