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Circular economy implementation in waste management network design problem: a case study

Author

Listed:
  • Dušan Hrabec

    (Tomas Bata University in Zlín)

  • Jakub Kůdela

    (Brno University of Technology)

  • Radovan Šomplák

    (Brno University of Technology)

  • Vlastimír Nevrlý

    (Brno University of Technology)

  • Pavel Popela

    (Brno University of Technology)

Abstract

The paper presents a new approach to support the strategic decision-making in the area of municipal solid waste management applying modern circular economy principles. A robust two-stage integer non-linear program is developed. The primary goal tends to reduce the waste production. The generated waste should be preferably recycled as much as possible and the resultant residual waste might be used for energy recovery. Only some waste residues are appropriate for landfilling. The aim is to propose the near-optimal waste allocation for its suitable processing as well as waste transportation plan at an operational level. In addition, the key strategical decisions on waste treatment facilities location must be made. Since waste production is very often hard to predict, it is modeled as an uncertain decision-dependent quantity. To support the circular economy ideas, advertising and pricing principles are introduced and applied. Due to the size of available real-world data and complexity of the designed program, the presented model is linearized and uncertainty is handled by a robust optimization methodology. The model, data, and algorithm are implemented in MATLAB and Julia, using the state-of-the-art solvers. The computational result is a set of decisions providing a trade-off between the average performance and the immunization against the worst-case conditions.

Suggested Citation

  • Dušan Hrabec & Jakub Kůdela & Radovan Šomplák & Vlastimír Nevrlý & Pavel Popela, 2020. "Circular economy implementation in waste management network design problem: a case study," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 28(4), pages 1441-1458, December.
    • Handle: RePEc:spr:cejnor:v:28:y:2020:i:4:d:10.1007_s10100-019-00626-z
    DOI: 10.1007/s10100-019-00626-z
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    References listed on IDEAS

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    1. Lam, Hon Loong & Ng, Wendy P.Q. & Ng, Rex T.L. & Ng, Ern Huay & Aziz, Mustafa K. Abdul & Ng, Denny K.S., 2013. "Green strategy for sustainable waste-to-energy supply chain," Energy, Elsevier, vol. 57(C), pages 4-16.
    2. Dušan Hrabec & Kjetil K. Haugen & Pavel Popela, 2017. "The newsvendor problem with advertising: an overview with extensions," Review of Managerial Science, Springer, vol. 11(4), pages 767-787, October.
    3. Khouja, Moutaz & Robbins, Stephanie S., 2003. "Linking advertising and quantity decisions in the single-period inventory model," International Journal of Production Economics, Elsevier, vol. 86(2), pages 93-105, November.
    4. Eiselt, H.A. & Marianov, Vladimir, 2014. "A bi-objective model for the location of landfills for municipal solid waste," European Journal of Operational Research, Elsevier, vol. 235(1), pages 187-194.
    5. Inghels, Dirk & Dullaert, Wout & Vigo, Daniele, 2016. "A service network design model for multimodal municipal solid waste transport," European Journal of Operational Research, Elsevier, vol. 254(1), pages 68-79.
    6. H. Paul Williams, 2009. "Logic and Integer Programming," International Series in Operations Research and Management Science, Springer, number 978-0-387-92280-5, September.
    7. Gülpınar, Nalan & Pachamanova, Dessislava & Çanakoğlu, Ethem, 2013. "Robust strategies for facility location under uncertainty," European Journal of Operational Research, Elsevier, vol. 225(1), pages 21-35.
    8. Paul Berglund & Changhyun Kwon, 2014. "Robust Facility Location Problem for Hazardous Waste Transportation," Networks and Spatial Economics, Springer, vol. 14(1), pages 91-116, March.
    9. Joana Dias & M. Captivo & João Clímaco, 2008. "A dynamic location problem with maximum decreasing capacities," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 16(3), pages 251-280, September.
    10. Alçada-Almeida, Luís & Coutinho-Rodrigues, João & Current, John, 2009. "A multiobjective modeling approach to locating incinerators," Socio-Economic Planning Sciences, Elsevier, vol. 43(2), pages 111-120, June.
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    Cited by:

    1. Hrabec, Dušan & Kučera, Jiří & Martinek, Pavel, 2023. "Marketing effort within the newsvendor problem framework: A systematic review and extensions of demand-effort and cost-effort formulations," International Journal of Production Economics, Elsevier, vol. 257(C).
    2. Liu, Jianrui & Kua, Harn Wei & Wang, Chi-Hwa & Tong, Yen Wah & Zhang, Jingxin & Peng, Yinghong, 2023. "Extended exergy accounting theory to design waste-to-energy management system under uncertainty," Energy, Elsevier, vol. 278(PB).
    3. Jaroslav Pluskal & Radovan Šomplák & Dušan Hrabec & Vlastimír Nevrlý & Lars Magnus Hvattum, 2022. "Optimal location and operation of waste-to-energy plants when future waste composition is uncertain," Operational Research, Springer, vol. 22(5), pages 5765-5790, November.
    4. Eryganov, Ivan & Šomplák, Radovan & Nevrlý, Vlastimír & Osicka, Ondrej & Procházka, Vít, 2022. "Cost-effective municipal unions formation within intermediate regions under prioritized waste energy recovery," Energy, Elsevier, vol. 256(C).

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