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Production Planning with Remanufacturing and Environmental Costs

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Production Research (ICPR-Americas 2020)

Abstract

In this paper we address an extension of the economic lot-sizing problem with remanufacturing, in which environmental costs are considered in the objective function in addition to the traditional economic costs. Separate costs for emissions, water and energy consumptions are assumed for the manufacturing and remanufacturing activities as well as to carry on positive inventories of both used and serviceable products. We provide a mixed-integer linear programming formulation for the problem and suggest several solving procedures based on the Tabu Search metaheuristic. In order to evaluate the suggested procedures, we compare them against an optimization solver over a benchmark set of instances of the literature extended for the problem. From the results obtained of the numerical experimentation, we can conclude that the suggested procedures are able to achieve near optimal solutions in a time-effective way. This effect is particularly significant for large instances of the problem. In addition, we consider an objective function with weighted costs, in order to analyze the effect of including environmental costs in the hybrid production-remanufacturing systems.

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References

  1. Heck, M., Schmidt, G.: Lot-Size Planning with non-linear cost functions supporting environmental sustainability. In: Zavoral, F., Yaghob, J., Pichappan, P., El-Qawasmeh, E. (eds.) NDT 2010. CCIS, vol. 88, pp. 1–6. Springer, Heidelberg (2010). https://doi.org/10.1007/978-3-642-14306-9_1

    Chapter  Google Scholar 

  2. Wagner, H., Whitin, T.: Dynamic version of the economic lot size model. Manag. Sci. 5(1), 89–96 (1958)

    Article  MathSciNet  Google Scholar 

  3. Green Peace Organization, https://www.greenpeace.org/, Accessed 24 June 2019

  4. Ellen Macarthur Foundation, What is a circular economy?, https://www.ellenmacarthurfoundation.org, Accessed 21 Aug 2019

  5. The European Remanufacturing Network, What is remanufacturing?, https://www.remanufacturing.eu, Accessed 21 May 2020

  6. Zangwill, W.: Minimum concave cost flows in certain networks. Manag. Sci. 14(7), 429–450 (1968)

    Article  MathSciNet  Google Scholar 

  7. Hanafizadeh, P., Shahin, A., Sajadifar, M.: Robust Wagner-Whitin algorithm with uncertain costs. J. Ind. Eng. Int. 15, 435–447 (2019)

    Article  Google Scholar 

  8. Aggarwal, A., Park, J.K.: Improved algorithm for economic lot size problems. Oper. Res. 41, 549–571 (1993)

    Article  MathSciNet  Google Scholar 

  9. Teunter, R., Bayindir, Z., Van Den Heuvel, W.: Dynamic lot sizing with products returns and remanufacturing. Int. J. Prod. Res. 44(20), 4377–4400 (2006)

    Article  Google Scholar 

  10. Piñeyro, P., Viera, O.: Inventory policies for the economic lot-sizing problem with remanufacturing and final disposal options. J. Ind. Manag. Optim. 5(2), 217–238 (2009)

    MathSciNet  MATH  Google Scholar 

  11. Piñeyro, P., Viera, O.: The economic lot-sizing problem with remanufacturing: analysis and an improved algorithm. J. Remanuf. 5(1), 1–13 (2015). https://doi.org/10.1186/s13243-015-0021-8

    Article  Google Scholar 

  12. Absi, N., Dauzère-Pérès, S., Kedad-Sidhoum, S., Penz, B., Rapine, C.: Lot sizing with carbon emission constraints. Eur. J. Oper. Res. 227(1), 55–61 (2012)

    Article  MathSciNet  Google Scholar 

  13. Retel Hemlrich, M., Jans, R., Van Den Heuvel, W., Wagelmans, A.: The economic lot-sizing problem with an emission capacity constraint. Eur. J. Oper. Res. 241(1), 50–62 (2014)

    Article  MathSciNet  Google Scholar 

  14. United Nations: Kyoto Protocol to the United Nations Framework Convention on Climate Change (1998)

    Google Scholar 

  15. European Commission: Communication from the Commission to the European Parliament, the Council, the European Economic and Social Committee and the Committee of the Regions (2010)

    Google Scholar 

  16. Benjaafar, S., Li, Y., Daskin, M.: Carbon footprint and the management of supply chains: insights from simple models. IEEE Trans. Autom. Sci. Eng. 10(1), 99–116 (2013)

    Article  Google Scholar 

  17. Akbalik, A., Rapine, C.: Single-item lot sizing problem with carbon emission under the cap-and-trade policy. In: Proceedings of the 2014 International Conference on Control, Decision and Information Technologies, pp. 30–35 (2014).

    Google Scholar 

  18. Yuan, B., Gu, B., Xu, C.: The multi-period dynamic optimization with carbon emissions reduction under cap-and-trade. Disc. Dyn. Nature Soc. 2019(1), 1–12 (2019)

    MathSciNet  Google Scholar 

  19. Zouadi, T., Yalaoui, A., Reghioui, M., El Kadiri, K.: Hybrid manufacturing/remanufacturing lot-sizing problem with returns supplier’s selection under, carbon emissions constraint. IFAC-PapersOnLine 49(12), 1773–1778 (2016)

    Article  Google Scholar 

  20. Zouadi, T., Yalaoui, A., Reghioui, M.: Hybrid manufacturing/remanufacturing lot-sizing and supplier selection with returns, under carbon emission constraint. Int. J. Prod. Res. 56(3), 1233–1248 (2018)

    Article  Google Scholar 

  21. Piñeyro, P., Viera, O.: Heuristic procedure for the economic lot-sizing problem with remanufacturing and recovery targets. J. Remanuf. 8(1–2), 39–50 (2018). https://doi.org/10.1007/s13243-018-0044-z

    Article  Google Scholar 

  22. Rapine, C., Goisque, G., Akbalik, A.: Energy-aware lot sizing problem: complexity analysis and exact algorithms. Int. J. Prod. Econ. 203(1), 254–263 (2018)

    Article  Google Scholar 

  23. Giglio, D., Paolucci, M., Roshani, A.: Integrated lot sizing and energy-efficient job shop scheduling problem in manufacturing/remanufacturing systems. J. Cleaner Prod. 148, 624–641 (2017)

    Article  Google Scholar 

  24. Glover, F., Laguna, M., Martí, R.: Principles and Strategies of Tabu Search. In: Handbook of Approximation Algorithms and Metaheuristics, 2nd edn. CRC Press, Boca Raton (2018)

    Google Scholar 

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Correspondence to Luciana Vidal .

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Martínez, P., Molina, D., Vidal, L., Piñeyro, P., Viera, O. (2021). Production Planning with Remanufacturing and Environmental Costs. In: Rossit, D.A., Tohmé, F., Mejía Delgadillo, G. (eds) Production Research. ICPR-Americas 2020. Communications in Computer and Information Science, vol 1408. Springer, Cham. https://doi.org/10.1007/978-3-030-76310-7_7

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  • DOI: https://doi.org/10.1007/978-3-030-76310-7_7

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  • Online ISBN: 978-3-030-76310-7

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