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Impact of dynamic flexible capacity on reverse logistics network design with environmental concerns

Author

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  • Manish Shukla

    (Mphasis NextLabs, Mphasis Limited)

  • B. Vipin

    (Indian Institute of Technology Kanpur)

  • Raghu Nandan Sengupta

    (Indian Institute of Technology Kanpur)

Abstract

In this paper, we propose a multi-objective reverse logistics network design model for multiple periods under uncertainty. The proposed model addresses the conflicting objectives of maximizing profit and minimizing carbon emissions in a reverse logistics network design problem. We conceptualize dynamic flexibility in capacity levels of different facilities in reverse logistics under multi-objective optimization setting. Our dynamic flexible capacity model allows the decision makers to increase or decrease the capacity levels of facilities in different periods. Augmented $$\varepsilon $$ ε -constraint method is considered to solve the multi-objective optimization problem. Our analysis shows that the flexible capacity can improve the profit and reduce the carbon emission when compared with the fixed capacity case. Sensitivity analysis is carried out with respect to different costs and subsidies in the system to illustrate the robustness of the model. The analysis shows that the Pareto-frontiers associated with low cost and high subsidy dominate that of high cost and low subsidy, respectively. Results of the study suggest the need for providing flexible capacity levels in designing the reverse logistics network with environmental concerns for a better performance of reverse logistics.

Suggested Citation

  • Manish Shukla & B. Vipin & Raghu Nandan Sengupta, 2025. "Impact of dynamic flexible capacity on reverse logistics network design with environmental concerns," Annals of Operations Research, Springer, vol. 349(2), pages 1177-1202, June.
  • Handle: RePEc:spr:annopr:v:349:y:2025:i:2:d:10.1007_s10479-022-04565-y
    DOI: 10.1007/s10479-022-04565-y
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    1. T. V. Krishna Mohan & R. K. Amit, 2020. "Dismantlers’ dilemma in end-of-life vehicle recycling markets: a system dynamics model," Annals of Operations Research, Springer, vol. 290(1), pages 591-619, July.
    2. Mohammad Fattahi & Kannan Govindan, 2017. "Integrated forward/reverse logistics network design under uncertainty with pricing for collection of used products," Annals of Operations Research, Springer, vol. 253(1), pages 193-225, June.
    3. De Rosa, Vincenzo & Gebhard, Marina & Hartmann, Evi & Wollenweber, Jens, 2013. "Robust sustainable bi-directional logistics network design under uncertainty," International Journal of Production Economics, Elsevier, vol. 145(1), pages 184-198.
    4. Ayvaz, Berk & Bolat, Bersam & Aydın, Nezir, 2015. "Stochastic reverse logistics network design for waste of electrical and electronic equipment," Resources, Conservation & Recycling, Elsevier, vol. 104(PB), pages 391-404.
    5. Zied Jemai & Rim Jerbia & Mouna Kchaou Boujelben & Mohamed Amine Sehli & Mohamed Amine Sehli, 2018. "A stochastic closed-loop supply chain network design problem with multiple recovery options," Post-Print hal-01742193, HAL.
    6. Martí, Joana M. Comas & Tancrez, Jean-Sébastien & Seifert, Ralf W., 2015. "Carbon footprint and responsiveness trade-offs in supply chain network design," International Journal of Production Economics, Elsevier, vol. 166(C), pages 129-142.
    7. Kannan, Devika & Diabat, Ali & Alrefaei, Mahmoud & Govindan, Kannan & Yong, Geng, 2012. "A carbon footprint based reverse logistics network design model," Resources, Conservation & Recycling, Elsevier, vol. 67(C), pages 75-79.
    8. Wang, Xue & Gaustad, Gabrielle & Babbitt, Callie W. & Richa, Kirti, 2014. "Economies of scale for future lithium-ion battery recycling infrastructure," Resources, Conservation & Recycling, Elsevier, vol. 83(C), pages 53-62.
    9. Agrawal, Saurabh & Singh, Rajesh K. & Murtaza, Qasim, 2015. "A literature review and perspectives in reverse logistics," Resources, Conservation & Recycling, Elsevier, vol. 97(C), pages 76-92.
    10. Park, Jeong-a & Hong, Seok-jin & Kim, Ik & Lee, Ji-yong & Hur, Tak, 2011. "Dynamic material flow analysis of steel resources in Korea," Resources, Conservation & Recycling, Elsevier, vol. 55(4), pages 456-462.
    11. Gonzalez-Torre, Pilar L. & Adenso-Diaz, B. & Artiba, Hakim, 2004. "Environmental and reverse logistics policies in European bottling and packaging firms," International Journal of Production Economics, Elsevier, vol. 88(1), pages 95-104, March.
    12. Jennifer Nash & Christopher Bosso, 2013. "Extended Producer Responsibility in the United States," Journal of Industrial Ecology, Yale University, vol. 17(2), pages 175-185, April.
    13. Alumur, Sibel A. & Nickel, Stefan & Saldanha-da-Gama, Francisco & Verter, Vedat, 2012. "Multi-period reverse logistics network design," European Journal of Operational Research, Elsevier, vol. 220(1), pages 67-78.
    14. Halit Üster & Gopalakrishnan Easwaran & Elif Akçali & Sila Çetinkaya, 2007. "Benders decomposition with alternative multiple cuts for a multi‐product closed‐loop supply chain network design model," Naval Research Logistics (NRL), John Wiley & Sons, vol. 54(8), pages 890-907, December.
    15. Richa, Kirti & Babbitt, Callie W. & Gaustad, Gabrielle & Wang, Xue, 2014. "A future perspective on lithium-ion battery waste flows from electric vehicles," Resources, Conservation & Recycling, Elsevier, vol. 83(C), pages 63-76.
    16. V Jayaraman & V D R Guide & R Srivastava, 1999. "A closed-loop logistics model for remanufacturing," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 50(5), pages 497-508, May.
    17. Navid Zarbakhshnia & Devika Kannan & Reza Kiani Mavi & Hamed Soleimani, 2020. "A novel sustainable multi-objective optimization model for forward and reverse logistics system under demand uncertainty," Annals of Operations Research, Springer, vol. 295(2), pages 843-880, December.
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