Assembly Strategies for Remanufacturing Systems With Variable Quality Returns

被引:37
|
作者
Jin, Xiaoning [1 ]
Hu, S. Jack [1 ,2 ]
Ni, Jun [1 ]
Xiao, Guoxian [3 ]
机构
[1] Univ Michigan, Dept Mech Engn, Ann Arbor, MI 48109 USA
[2] Univ Michigan, Dept Ind & Operat Engn, Ann Arbor, MI 48109 USA
[3] Gen Motors, Ctr Res & Dev, Warren, MI 48090 USA
基金
美国国家科学基金会;
关键词
Assembly systems; manufacturing planning; Markov decision process; optimal control; TO-ORDER SYSTEM; INVENTORY CONTROL; POLICIES;
D O I
10.1109/TASE.2012.2217741
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 studies optimal policy for modular product reassembly within a remanufacturing setting where a firm receives product returns with variable quality and reassembles products of multiple classes to customer orders. High-quality modules are allowed to substitute for low-quality modules during reassembly to provide the remanufacturing system with flexibility such that shortage in lower quality modules can be smoothed out by higher quality module inventories. We formulate the problem as a Markov decision process and characterize the structure of the optimal control policy. In particular, we show that the optimal reassembly and substitution follow a state-dependent threshold-based control policy. We also establish the structural properties of the thresholds. Using numerical experimentation, we study how system performance is influenced by key cost parameters including unit holding cost, unit assembly cost and shortage penalty cost. Finally, we compare the optimal policy with an exhaustive reassembly policy and show that there is great benefit in module substitution and threshold-based assembly control.
引用
收藏
页码:76 / 85
页数:10
相关论文
共 50 条
  • [1] The optimal disposition policy for remanufacturing systems with variable quality returns
    Farahani, Sajjad
    Otieno, Wilkistar
    Omwando, Thomas
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2020, 140
  • [2] Remanufacturing of commercial returns in a market with a variable quality tolerance
    Ardeshirilajimi, Ardavan
    Azadivar, Farhad
    [J]. 2015 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND OPERATIONS MANAGEMENT (IEOM), 2015,
  • [3] Optimal control of reassembly with variable quality returns in a product remanufacturing system
    Jin, Xiaoning
    Ni, Jun
    Koren, Yoram
    [J]. CIRP ANNALS-MANUFACTURING TECHNOLOGY, 2011, 60 (01) : 25 - 28
  • [4] Quality grading of returns and the dynamics of remanufacturing
    Ponte, Borja
    Cannella, Salvatore
    Dominguez, Roberto
    Naim, Mohamed M.
    Syntetos, Aris A.
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2021, 236
  • [5] On the quality variation impact of returns in remanufacturing
    Korugan, Aybek
    Dingec, Kemal Dincer
    Onen, Tolga
    Ates, Nufer Yasin
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 2013, 64 (04) : 929 - 936
  • [6] In-house or outsourcing? The impact of remanufacturing strategies on the dynamics of component remanufacturing systems under lifecycle demand and returns
    Lin, Junyi
    Naim, Mohamed M.
    Tang, Ou
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2024, 315 (03) : 965 - 979
  • [7] Forecasting product returns for remanufacturing systems
    Liang X.
    Jin X.
    Ni J.
    [J]. Journal of Remanufacturing, 4 (1)
  • [8] Coordination of manufacturing, remanufacturing and returns acceptance in hybrid manufacturing/remanufacturing systems
    Vercraene, Samuel
    Gayon, Jean-Philippe
    Flapper, Simme Douwe
    [J]. INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2014, 148 : 62 - 70
  • [9] Managing Perishable Inventory Systems with Product Returns and Remanufacturing
    Fu, Ke
    Gong, Xiting
    Liang, Guitian
    [J]. PRODUCTION AND OPERATIONS MANAGEMENT, 2019, 28 (06) : 1366 - 1386
  • [10] Performance Analysis and Optimization of Remanufacturing Systems with Stochastic Returns
    Xiao, Guoxian
    Jin, Xiaoning
    Chang, Qing
    Biller, Stephan
    Ni, Jun
    Hu, S. Jack
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL MANUFACTURING SCIENCE AND ENGINEERING CONFERENCE, 2012, 2012, : 1041 - 1047