Optimal Production Control of Remanufacturing Systems Based on a Queueing Model With Returns

被引:2
|
作者
Chen, Gang [1 ]
机构
[1] Sun Yat Sen Univ, Sch Business, Guangzhou 510275, Peoples R China
基金
中国博士后科学基金; 中国国家自然科学基金;
关键词
Computational modeling; Markov processes; Production; Production control; Queueing analysis; Performance evaluation; Optimal control; Queueing System; remanufacturing; Markov decision process; production control; performance evaluation; PRODUCTION-INVENTORY SYSTEM; POLICY; DECISION;
D O I
10.1109/ACCESS.2021.3078617
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper analyzes an optimal dynamic production control problem of a remanufacturing system in stochastic environment. The system consists of one inventory for serviceable items and one virtual inventory for the items used by customers which will be either remanufactured to be serviceable items or discarded. Demands will be lost if there is no serviceable items available. At any decision epoch, the decision maker has to decide whether to produce items or not by raw materials, so as to minimize the long run average cost. The optimization problem is constructed as a Markov decision process (MDP). We show that the optimal policy has a multi-threshold structure (switching curve) and it is monotonic in system parameters. Furthermore, based on the structure of the optimal policy, we construct a performance evaluation model for computing efficiently the optimal thresholds. The expression of the average cost is given by a quasi-birth-death (QBD) process. Finally, we provide some numerical results to show the effectiveness of our approach and the impact of different parameters on the optimal policy and average cost.
引用
收藏
页码:70155 / 70166
页数:12
相关论文
共 50 条
  • [31] Performance Analysis and Optimization of Remanufacturing Systems with Stochastic Returns
    Xiao, Guoxian
    Jin, Xiaoning
    Chang, Qing
    Biller, Stephan
    Ni, Jun
    Hu, S. Jack
    PROCEEDINGS OF THE ASME INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2012, 2012, : 1041 - 1047
  • [32] Set-up and production planning in hybrid manufacturing-remanufacturing systems with large returns
    Polotski, Vladimir
    Kenne, Jean-Pierre
    Gharbi, Ali
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2017, 55 (13) : 3766 - 3787
  • [33] Queueing model for optimal control of partial buffer sharing in ATM
    Sung Kyun Kwan Univ, Suwon, Korea, Republic of
    Romput Oper Res, 2 (113-126):
  • [34] Optimal production opportunities in a remanufacturing system
    Grubbstrom, R. W.
    Tang, O.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2006, 44 (18-19) : 3953 - 3966
  • [35] Assembly Strategies for Remanufacturing Systems With Variable Quality Returns
    Jin, Xiaoning
    Hu, S. Jack
    Ni, Jun
    Xiao, Guoxian
    IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2013, 10 (01) : 76 - 85
  • [36] A queueing model for optimal control of partial buffer sharing in ATM
    Lee, HW
    Ahn, BY
    COMPUTERS & OPERATIONS RESEARCH, 1998, 25 (02) : 113 - 126
  • [37] OPTIMAL PRIORITIES IN QUEUEING SYSTEMS
    BRONSHTEYN, OI
    RYKOV, VV
    ENGINEERING CYBERNETICS, 1965, (06): : 26 - +
  • [38] The Linear Optimal Control for the Mechanical Vibration Based on Remanufacturing Repaired
    Liu, Ling
    COMPUTING, CONTROL AND INDUSTRIAL ENGINEERING IV, 2013, 823 : 47 - 51
  • [39] Optimal control of a queueing system
    Lefebvre, Mario
    Yaghoubi, Roozbeh
    OPTIMIZATION, 2024,
  • [40] Optimal control of a production-inventory system with product returns
    Vercraene, Samuel
    Gayon, Jean-Philippe
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2013, 142 (02) : 302 - 310