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Disassembly to order system under uncertainty

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  • Kongar, Elif
  • Gupta, Surendra M.

Abstract

This paper presents a multi-criteria optimization model of a disassembly-to-order (DTO) system under uncertainty. The goal of the proposed model is to determine the best combination of the number of each product type to be taken back from the last user and/or collectors. The EOL products are then disassembled for the retrieval of reusable components and materials and resold in order to meet a certain level of demand under a variety of physical, financial and environmental constraints. The surplus components are recycled, stored for usage in subsequent periods or properly disposed. The problem is modeled as a multi-criteria decision-making problem under uncertainty, where the aspiration levels for various goals are more likely to be in the "approximately more (less) than" and/or "more (less) is better" form. We employ fuzzy goal programming technique to solve the problem. When solved, the model provides the number of EOL products to be taken back as well as the number of items reused, recycled, stored and disposed. The values of a host of other performance measures are also obtained, including total profit, materials and items sales revenues, take back cost, transportation costs as well as costs of preparation of EOL products, destructive disassembly, non-destructive disassembly, recycling, storage and disposal. A case example is presented to illustrate the model's implementation.

Suggested Citation

  • Kongar, Elif & Gupta, Surendra M., 2006. "Disassembly to order system under uncertainty," Omega, Elsevier, vol. 34(6), pages 550-561, December.
  • Handle: RePEc:eee:jomega:v:34:y:2006:i:6:p:550-561
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    References listed on IDEAS

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    1. Moore, Kendra E. & Gungor, Askiner & Gupta, Surendra M., 2001. "Petri net approach to disassembly process planning for products with complex AND/OR precedence relationships," European Journal of Operational Research, Elsevier, vol. 135(2), pages 428-449, December.
    2. Chen, Liang-Hsuan & Tsai, Feng-Chou, 2001. "Fuzzy goal programming with different importance and priorities," European Journal of Operational Research, Elsevier, vol. 133(3), pages 548-556, September.
    3. Pal, Bijay Baran & Nath Moitra, Bhola, 2003. "A goal programming procedure for solving problems with multiple fuzzy goals using dynamic programming," European Journal of Operational Research, Elsevier, vol. 144(3), pages 480-491, February.
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    1. Yaping Ren & Xinyu Lu & Hongfei Guo & Zhaokang Xie & Haoyang Zhang & Chaoyong Zhang, 2023. "A Review of Combinatorial Optimization Problems in Reverse Logistics and Remanufacturing for End-of-Life Products," Mathematics, MDPI, vol. 11(2), pages 1-24, January.
    2. Stephanie Vogelgesang & Ian M. Langella & Karl Inderfurth, 2012. "How Yield Process Misspecification Affects the Solution of Disassemble-to-order Problems," FEMM Working Papers 120029, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
    3. Meng, Kai & Cao, Ying & Peng, Xianghui & Prybutok, Victor & Gupta, Varun, 2020. "Demand-dependent recovery decision-making of a batch of products for sustainability," International Journal of Production Economics, Elsevier, vol. 224(C).
    4. Oh, Yosep & Behdad, Sara, 2017. "Simultaneous reassembly and procurement planning in assemble-to-order remanufacturing systems," International Journal of Production Economics, Elsevier, vol. 184(C), pages 168-178.
    5. Inderfurth, Karl & Langella, Ian M. & Transchel, Sandra & Vogelgesang, Stephanie, 2017. "A heuristic solution method for disassemble-to-order problems with binomial disassembly yields," International Journal of Production Economics, Elsevier, vol. 185(C), pages 266-274.
    6. Pokharel, Shaligram & Mutha, Akshay, 2009. "Perspectives in reverse logistics: A review," Resources, Conservation & Recycling, Elsevier, vol. 53(4), pages 175-182.
    7. Ondemir, Onder & Gupta, Surendra M., 2014. "A multi-criteria decision making model for advanced repair-to-order and disassembly-to-order system," European Journal of Operational Research, Elsevier, vol. 233(2), pages 408-419.
    8. Nakatani, Jun & Konno, Kiyoto & Moriguchi, Yuichi, 2017. "Variability-based optimal design for robust plastic recycling systems," Resources, Conservation & Recycling, Elsevier, vol. 116(C), pages 53-60.
    9. Vadde, Srikanth & Zeid, Abe & Kamarthi, Sagar V., 2011. "Pricing decisions in a multi-criteria setting for product recovery facilities," Omega, Elsevier, vol. 39(2), pages 186-193, April.
    10. Liu, Kanglin & Zhang, Zhi-Hai, 2018. "Capacitated disassembly scheduling under stochastic yield and demand," European Journal of Operational Research, Elsevier, vol. 269(1), pages 244-257.
    11. Xiao, Tiaojun & Qi, Xiangtong, 2008. "Price competition, cost and demand disruptions and coordination of a supply chain with one manufacturer and two competing retailers," Omega, Elsevier, vol. 36(5), pages 741-753, October.
    12. Tian, Xiaoyu & Zhang, Zhi-Hai, 2019. "Capacitated disassembly scheduling and pricing of returned products with price-dependent yield," Omega, Elsevier, vol. 84(C), pages 160-174.
    13. Iakovou, E. & Moussiopoulos, N. & Xanthopoulos, A. & Achillas, Ch. & Michailidis, N. & Chatzipanagioti, M. & Koroneos, C. & Bouzakis, K.-D. & Kikis, V., 2009. "A methodological framework for end-of-life management of electronic products," Resources, Conservation & Recycling, Elsevier, vol. 53(6), pages 329-339.
    14. H-J Kim & D-H Lee & P Xirouchakis & O K Kwon, 2009. "A branch and bound algorithm for disassembly scheduling with assembly product structure," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(3), pages 419-430, March.

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