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Planning decisions for recycling products containing hazardous and explosive substances: A fuzzy multi-objective model

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  • Dinler, Esra
  • Güngör, Zülal

Abstract

The rapid development of modern technology leads to the rapid consumption of natural resources, which in turn causes an increasing accumulation of waste materials. Manufacturers must now assume the responsibility for reclamation, recycling and disposal of their products that have reached the end of their life cycles. During the product recycling process, the detection and disposal of explosive substances must be performed with the utmost caution. This study proposes a fuzzy multi-objective linear programming model for use in planning of recycling processes for products that contain hazardous and explosive substances. Application of the proposed model has been carried out in a middle-sized factory, where various products that have completed their life cycles or has become inoperative are delivered to the factory at uncertain times from various warehouses. Results from the proposed model have been obtained using the system data to solve problems on various scales. A hybrid Monte Carlo simulation has been used to obtain Pareto-optimal solutions to solve the model. The planning model is shown to differ from the recycling production planning model in terms of its consideration of the explosion risk and the limitations and goals related to this risk; this model provides considerable flexibility for both the recycling process and the planning decisions taken for this process.

Suggested Citation

  • Dinler, Esra & Güngör, Zülal, 2017. "Planning decisions for recycling products containing hazardous and explosive substances: A fuzzy multi-objective model," Resources, Conservation & Recycling, Elsevier, vol. 117(PB), pages 93-101.
  • Handle: RePEc:eee:recore:v:117:y:2017:i:pb:p:93-101
    DOI: 10.1016/j.resconrec.2016.11.012
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    References listed on IDEAS

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    1. R. E. Bellman & L. A. Zadeh, 1970. "Decision-Making in a Fuzzy Environment," Management Science, INFORMS, vol. 17(4), pages 141-164, December.
    2. Dadkar, Yashoda & Jones, Dean & Nozick, Linda, 2008. "Identifying geographically diverse routes for the transportation of hazardous materials," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(3), pages 333-349, May.
    3. Fleischmann, Moritz & Bloemhof-Ruwaard, Jacqueline M. & Dekker, Rommert & van der Laan, Erwin & van Nunen, Jo A. E. E. & Van Wassenhove, Luk N., 1997. "Quantitative models for reverse logistics: A review," European Journal of Operational Research, Elsevier, vol. 103(1), pages 1-17, November.
    4. Qu, Xiuli & Williams, Julie Ann Stuart, 2008. "An analytical model for reverse automotive production planning and pricing," European Journal of Operational Research, Elsevier, vol. 190(3), pages 756-767, November.
    5. Simic, Vladimir & Dimitrijevic, Branka, 2012. "Production planning for vehicle recycling factories in the EU legislative and global business environments," Resources, Conservation & Recycling, Elsevier, vol. 60(C), pages 78-88.
    6. Li, Yongjian & Chen, Jian & Cai, Xiaoqiang, 2007. "Heuristic genetic algorithm for capacitated production planning problems with batch processing and remanufacturing," International Journal of Production Economics, Elsevier, vol. 105(2), pages 301-317, February.
    7. Erhan Erkut & Vedat Verter, 1998. "Modeling of Transport Risk for Hazardous Materials," Operations Research, INFORMS, vol. 46(5), pages 625-642, October.
    8. Williams, J.A.S. & Wongweragiat, S. & Qu, X. & McGlinch, J.B. & Bonawi-tan, W. & Choi, J.K. & Schiff, J., 2007. "An automotive bulk recycling planning model," European Journal of Operational Research, Elsevier, vol. 177(2), pages 969-981, March.
    9. Hicks, C. & Heidrich, O. & McGovern, T. & Donnelly, T., 2004. "A functional model of supply chains and waste," International Journal of Production Economics, Elsevier, vol. 89(2), pages 165-174, May.
    10. Simic, Vladimir & Dimitrijevic, Branka, 2013. "Risk explicit interval linear programming model for long-term planning of vehicle recycling in the EU legislative context under uncertainty," Resources, Conservation & Recycling, Elsevier, vol. 73(C), pages 197-210.
    11. Mula, Josefa & Peidro, David & Poler, Raul, 2010. "The effectiveness of a fuzzy mathematical programming approach for supply chain production planning with fuzzy demand," International Journal of Production Economics, Elsevier, vol. 128(1), pages 136-143, November.
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