• DocumentCode
    1089909
  • Title

    Production control of manufacturing systems with production rate-dependent failure rates

  • Author

    Liberopoulos, George ; Caramanis, Michael

  • Author_Institution
    Dept. of Manuf. Eng., Boston Univ., MA, USA
  • Volume
    39
  • Issue
    4
  • fYear
    1994
  • fDate
    4/1/1994 12:00:00 AM
  • Firstpage
    889
  • Lastpage
    895
  • Abstract
    It is known that for single-part-type production systems with homogeneous Markovian machine failure rates, special single threshold feedback policies, called hedging point policies, are optimal, and the stationary probability distribution of the part-type surplus, for given tentative hedging point values, can be obtained analytically. This approach is extended to multiple threshold policies with production rate-dependent machine failure rates. It is shown that the stationary distribution of the part-type surplus can be obtained under the extended policy and in the presence of production rate-dependent failure rates. The advantage of multiple threshold policies is that they can provide a piecewise constant (step function) approximation of any feedback policy. It is observed that hedging point policies are not always optimal and, in fact, feedback policies are not always optimal either
  • Keywords
    Markov processes; feedback; probability; production control; feedback policy; hedging point policies; homogeneous Markovian machine failure rates; manufacturing systems; multiple threshold policies; part-type surplus; piecewise constant approximation; production control; production rate-dependent failure rates; single-part-type production systems; stationary distribution; stationary probability distribution; Control systems; Failure analysis; Feedback; Flow production systems; Function approximation; Manufacturing systems; Optimal control; Probability distribution; Production control; Production systems;
  • fLanguage
    English
  • Journal_Title
    Automatic Control, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9286
  • Type

    jour

  • DOI
    10.1109/9.286278
  • Filename
    286278