• DocumentCode
    1794598
  • Title

    Dynamic production planning in unreliable Reconfigurable Manufacturing Systems

  • Author

    Dammak, Houcine ; Hajji, Adnene ; El Fath, Mustapha Nour

  • Author_Institution
    Dept. of Oper. & Decision Syst., Laval Univ., Quebec City, QC, Canada
  • fYear
    2014
  • fDate
    5-7 June 2014
  • Firstpage
    98
  • Lastpage
    106
  • Abstract
    This paper is intended to deal with a dynamic production planning problem for unreliable Reconfigurable Manufacturing Systems (RMS). The considered system is composed of an industrial facility subject to random failures and producing a product family intended to a given market with dynamic demand. The market demand varies in term of product type and demand rate. To face the three sources of uncertainty (failures, product type and demand rate) the manufacturing facility is designed to be reconfigurable. Within the class of RMS the considered system is designed to change its structure quickly in order to adjust its production capability in term of capacity and product type to produce. Given the significant compromise between reconfiguration, production, inventory and backlog costs, this paper main objective aims to propose a feedback adaptive strategy which provides a better control of the reconfiguration sequence and the production rate of the system and minimizes a cost function. A dynamic programming formulation of the problem is presented. Then, a numerical schema is adopted to solve the obtained optimality conditions. Under the hedging point policies (HPP) class, a configuration dependent HPP is proposed. The results show a significant gain in term of incurred costs compared to those incurred when the reconfiguration decision are developed independently of the production planning decisions. Several sensitivity analysis are conducted to illustrate the robustness and effectiveness of the proposed policies.
  • Keywords
    dynamic programming; manufacturing systems; production facilities; production planning; configuration dependent HPP; dynamic production planning problem; dynamic programming formulation; hedging point policies; manufacturing facility; market demand; numerical schema; optimality conditions; production capability; production planning decisions; sensitivity analysis; unreliable reconfigurable manufacturing system; Equations; Manufacturing systems; Mathematical model; Production planning; Stochastic processes; Dynamic programming; Reconfigurable manufacturing systems; hedging policies; production control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Logistics and Operations Management (GOL), 2014 International Conference on
  • Conference_Location
    Rabat
  • Print_ISBN
    978-1-4799-4651-8
  • Type

    conf

  • DOI
    10.1109/GOL.2014.6887424
  • Filename
    6887424