3,704
Views
3
CrossRef citations to date
0
Altmetric
Research Articles

Optimising location, inventory and transportation in a sustainable closed-loop supply chain

, ORCID Icon &
Pages 1609-1632 | Received 21 Oct 2022, Accepted 12 Mar 2023, Published online: 17 Apr 2023

References

  • Akbari-Kasgari, M., H. Khademi-Zare, M. B. Fakhrzad, M. Hajiaghaei-Keshteli, and M. Honarvar. 2020. “A Closed-Loop Supply Chain Network Design Problem in Copper Industry.” International Journal of Engineering 33 (10): 2008–2015. doi:10.5829/IJE.2020.33.10A.19.
  • Akbari-Kasgari, M., H. Khademi-Zare, M. B. Fakhrzad, M. Hajiaghaei-Keshteli, and M. Honarvar. 2022. “Designing a Resilient and Sustainable Closed-Loop Supply Chain Network in Copper Industry.” Clean Technologies and Environmental Policy. doi:10.1007/s10098-021-02266-x.
  • Alarcón, F., P. Cortés-Pellicer, D. Pérez-Perales, and R. Sanchis. 2020. “Sustainability vs. Circular Economy from a Disposition Decision Perspective: A Proposal of a Methodology and an Applied Example in SMEs.” Sustainability 12 (23): 10109. doi:10.3390/su122310109.
  • Alayón, C., K. Säfsten, and G. Johansson. 2017. “Conceptual Sustainable Production Principles in Practice: Do They Reflect What Companies Do?” Journal of Cleaner Production 141: 693–701. doi:10.1016/j.jclepro.2016.09.079.
  • Alfares, H. K., and A. M. Ghaithan. 2019. “EOQ and EPQ Production-Inventory Models with Variable Holding Cost: State-of-the-Art Review.” Arabian Journal for Science and Engineering 44 (3): 1737–1755. doi:10.1007/s13369-018-3593-4.
  • Ali, S. S., T. Paksoy, B. Torğul, and R. Kaur. 2020. “Reverse Logistics Optimization of an Industrial Air Conditioner Manufacturing Company for Designing Sustainable Supply Chain: A Fuzzy Hybrid Multi-Criteria Decision-Making Approach.” Wireless Networks 26 (8): 5759–5782. doi:10.1007/s11276-019-02246-6.
  • Aloui, A., N. Hamani, and L. Delahoche. 2021. “An Integrated Optimization Approach Using a Collaborative Strategy for Sustainable Cities Freight Transportation: A Case Study.” Sustainable Cities and Society 75: 103331. doi:10.1016/j.scs.2021.103331.
  • Arora, J. S. 2017. “Multi-objective Optimum Design Concepts and Methods.” In Introduction to Optimum Design, 771–794. Elsevier. doi:10.1016/b978-0-12-800806-5.00018-4.
  • Asadi, E., F. Habibi, S. Nickel, and H. Sahebi. 2018. “A Bi-Objective Stochastic Location-Inventory-Routing Model for Microalgae-Based Biofuel Supply Chain.” Applied Energy 228: 2235–2261. doi:10.1016/j.apenergy.2018.07.067.
  • Asghari, M., A. M. Fathollahi-Fard, S. M. J. Mirzapour Al-E-Hashem, and M. A. Dulebenets. 2022. “Transformation and Linearization Techniques in Optimization: A State-of-the-Art Survey.” Mathematics 10 (2): 283. doi:10.3390/math10020283.
  • Battini, D., A. Persona, and F. Sgarbossa. 2014. “A Sustainable EOQ Model: Theoretical Formulation and Applications.” International Journal of Production Economics 149: 145–153. doi:10.1016/j.ijpe.2013.06.026.
  • Becerra, P., J. Mula, and R. Sanchis. 2022. “Sustainable Inventory Management in Supply Chains: Trends and Further Research.” Sustainability 14 (5): 2613. doi:10.3390/su14052613.
  • Becerra, P., J. Mula, and R. Sanchis. 2021. “Green Supply Chain Quantitative Models for Sustainable Inventory Management: A Review.” Journal of Cleaner Production 328: 129544. doi:10.1016/j.jclepro.2021.129544.
  • Bostel, N., P. Dejax, and Z. Lu. 2005. “The Design, Planning, and Optimization of Reverse Logistics Networks.” In Logistics Systems: Design and Optimization, 171–212. Springer. doi:10.1007/0-387-24977-X_6.
  • Bouchery, Y., A. Ghaffari, Z. Jemai, and Y. Dallery. 2012. “Including Sustainability Criteria into Inventory Models.” European Journal of Operational Research 222 (2): 229–240. doi:10.1016/j.ejor.2012.05.004.
  • Bubicz, M. E., A. P. F. D. Barbosa-Póvoa, and A. Carvalho. 2019. “Incorporating Social Aspects in Sustainable Supply Chains: Trends and Future Directions.” Journal of Cleaner Production 237: 117500. doi:10.1016/j.jclepro.2019.06.331.
  • Cañas, H., J. Mula, and F. Campuzano-Bolarín. 2020. “A General Outline of a Sustainable Supply Chain 4.0.” Sustainability 12 (19): 7978. doi:10.3390/su12197978.
  • Carrasco-Gallego, R. 2010. A Management Model for Closed-Loop Supply Chains of Reusable Articles. Doctoral. Universidad Politécnica de Madrid.
  • Chan, F. T. S., Z. X. Wang, A. Goswami, A. Singhania, and M. K. Tiwari. 2020. “Multi-Objective Particle Swarm Optimisation Based Integrated Production Inventory Routing Planning for Efficient Perishable Food Logistics Operations.” International Journal of Production Research 58 (17): 5155–5174. doi:10.1080/00207543.2019.1701209.
  • Denyer, D., D. Tranfield, and J. E. van Aken. 2008. “Developing Design Propositions through Research Synthesis.” Organization Studies 29 (3): 393–413. doi:10.1177/0170840607088020.
  • European Comission. 2009. EU Emissions Trading System (EU ETS). https://ec.europa.eu/clima/eu-action/eu-emissions-trading-system-eu-ets_en.
  • Ganev, E. I., Y. R. Dzhelil, B. B. Ivanov, N. G. Vaklieva-Bancheva, and E. G. Kirilova. 2020. “Optimal Design of a Sustainable Integrated Biodiesel/Diesel Supply Chain Using First and Second Generations Bioresources.” Chemical Engineering Transactions 81: 67–72. doi:10.3303/CET2081012.
  • Geisendorf, S., and F. Pietrulla. 2018. “The Circular Economy and Circular Economic Concepts—A Literature Analysis and Redefinition.” Thunderbird International Business Review 60 (5): 771–782. doi:10.1002/tie.21924.
  • George, J., and V. Madhusudanan Pillai. 2019. “A Study of Factors Affecting Supply Chain Performance.” Journal of Physics: Conference Series 1355 (1): 012018. doi:10.1088/1742-6596/1355/1/012018.
  • Goodarzian, F., P. Ghasemi, A. Gunasekaren, A. A. Taleizadeh, and A. Abraham. 2022. “A Sustainable-Resilience Healthcare Network for Handling COVID-19 Pandemic.” Annals of Operations Research 312 (2): 761–825. doi:10.1007/s10479-021-04238-2.
  • Govindan, K., M. Shaw, and A. Majumdar. 2021. “Social Sustainability Tensions in Multi-Tier Supply Chain: A Systematic Literature Review towards Conceptual Framework Development.” Journal of Cleaner Production 279: 123075. doi:10.1016/j.jclepro.2020.123075.
  • Gunantara, N. 2018. “A Review of Multi-Objective Optimization: Methods and Its Applications.” Cogent Engineering 5 (1): 1502242. doi:10.1080/23311916.2018.1502242.
  • Guo, H., C. Li, Y. Zhang, C. Zhang, and M. Lu. 2018. “A Location-Inventory Problem in a Closed-Loop Supply Chain with Secondary Market Consideration.” Sustainability 10 (6): 1891. doi:10.3390/su10061891.
  • Huang, Y. A., C. L. Weber, and H. S. Matthews. 2009. “Categorization of Scope 3 Emissions for Streamlined Enterprise Carbon Footprinting.” Environmental Science & Technology 43 (22): 8509–8515. doi:10.1021/es901643a.
  • Ivanov, B. B., and Yunzile R. Dzhelil. 2021. “Multi-Period Deterministic Model of Sustainable Integrated of Hybrid First and Second Generation Bioethanol Supply Chains for Synthesis and Renovation.” In Modeling and Simulation in Chemical Engineering. Heat and Mass Transfer, edited by Christo Boyadjiev. Cham: Springer.
  • Jabarzadeh, Y., H. Reyhani Yamchi, V. Kumar, and N. Ghaffarinasab. 2020. “A Multi-Objective Mixed-Integer Linear Model for Sustainable Fruit Closed-Loop Supply Chain Network.” Management of Environmental Quality: An International Journal 31 (5): 1351–1373. doi:10.1108/MEQ-12-2019-0276.
  • Jemai, J., and B. Sarkar. 2019. “Optimum Design of a Transportation Scheme for Healthcare Supply Chain Management: The Effect of Energy Consumption.” Energies 12 (14): 2789. doi:10.3390/en12142789.
  • Khan, M., M. Y. Jaber, A. L. Guiffrida, and S. Zolfaghari. 2011. “A Review of the Extensions of a Modified EOQ Model for Imperfect Quality Items.” International Journal of Production Economics 132 (1): 1–12. doi:10.1016/j.ijpe.2011.03.009.
  • Krug, Z., R. Guillaume, and O. Battaïa. 2021. “Design of Reverse Supply Chains under Uncertainty: The Lexicographic R * Criterion for Exploring Opportunities.” International Journal of Production Research 59 (11): 3221–3236. doi:10.1080/00207543.2020.1866782.
  • Li, Y., H. Guo, and Y. Zhang. 2018. “An Integrated Location-Inventory Problem in a Closed-Loop Supply Chain with Third-Party Logistics.” International Journal of Production Research 56 (10): 3462–3481. doi:10.1080/00207543.2017.1338781.
  • Li, L., Y. Yang, and G. Qin. 2019. “Optimization of Integrated Inventory Routing Problem for Cold Chain Logistics Considering Carbon Footprint and Carbon Regulations.” Sustainability 11 (17): 4628. doi:10.3390/su11174628.
  • London Metal Exchange. 2022. London Metal Exchange. September 30. Contract Specifications. https://www.lme.com/en/metals/non-ferrous/lme-copper/contract-specifications.
  • Lotfi, R., B. Kargar, S. H. Hoseini, S. Nazari, S. Safavi, and G. Weber. 2021. “Resilience and Sustainable Supply Chain Network Design by Considering Renewable Energy.” International Journal of Energy Research 45 (12): 17749–17766. doi:10.1002/er.6943.
  • Lotfi, R., H. Nazarpour, A. Gharehbaghi, S. M. H. Sarkhosh, and A. Khanbaba. 2022. “Viable Closed-Loop Supply Chain Network by Considering Robustness and Risk as a Circular Economy.” Environmental Science and Pollution Research 29 (46): 70285–70304. doi:10.1007/s11356-022-20713-0.
  • Lotfi, R., Z. Sheikhi, M. Amra, M. AliBakhshi, and G.-W. Weber. 2021. “Robust Optimization of Risk-Aware, Resilient and Sustainable Closed-Loop Supply Chain Network Design with Lagrange Relaxation and Fix-and-Optimize.” International Journal of Logistics Research and Applications, 1–41. doi:10.1080/13675567.2021.2017418.
  • Lu, L. 1995. “A One-Vendor Multi-Buyer Integrated Inventory Model.” European Journal of Operational Research 81: 312–323. doi:10.1016/0377-2217(93)E0253-T.
  • Lv, A., and B. Sun. 2022. “Multi-Objective Robust Optimization for the Sustainable Location-Inventory-Routing Problem of Auto Parts Supply Logistics.” Mathematics 10 (16): 2942. doi:10.3390/math10162942.
  • MahmoumGonbadi, A., A. Genovese, and A. Sgalambro. 2021. “Closed-Loop Supply Chain Design for the Transition towards a Circular Economy: A Systematic Literature Review of Methods, Applications and Current Gaps.” Journal of Cleaner Production 323: 129101. doi:10.1016/j.jclepro.2021.129101.
  • Marler, R. T., and J. S. Arora. 2004. “Survey of Multi-Objective Optimization Methods for Engineering.” Structural and Multidisciplinary Optimization 26 (6): 369–395. doi:10.1007/s00158-003-0368-6.
  • Mishra, J. L., P. G. Hopkinson, and G. Tidridge. 2018. “Value Creation from Circular Economy-Led Closed Loop Supply Chains: A Case Study of Fast-Moving Consumer Goods.” Production Planning & Control 29 (6): 509–521. doi:10.1080/09537287.2018.1449245.
  • Mogale, D. G., N. Cheikhrouhou, and M. K. Tiwari. 2020. “Modelling of Sustainable Food Grain Supply Chain Distribution System: A Bi-Objective Approach.” International Journal of Production Research 58 (18): 5521–5544. doi:10.1080/00207543.2019.1669840.
  • Mogale, D. G., A. De, A. Ghadge, and E. Aktas. 2022. “Multi-Objective Modelling of Sustainable Closed-Loop Supply Chain Network with Price-Sensitive Demand and Consumer’s Incentives.” Computers & Industrial Engineering 168: 108105. doi:10.1016/j.cie.2022.108105.
  • Mogale, D. G., A. Ghadge, N. Cheikhrouhou, and M. K. Tiwari. 2022. “Designing a Food Supply Chain for Enhanced Social Sustainability in Developing Countries.” International Journal of Production Research, 1–21. doi:10.1080/00207543.2022.2078746.
  • Mogale, D. G., S. K. Kumar, and M. K. Tiwari. 2020. “Green Food Supply Chain Design Considering Risk and Post-Harvest Losses: A Case Study.” Annals of Operations Research 295 (1): 257–284. doi:10.1007/s10479-020-03664-y.
  • Moors, C., and K. Keen. 2022. Looming Copper Shortage Shifts Attention to Alternative Supply Solutions. September 7. S&P Global Market Intelligence. https://www.spglobal.com/marketintelligence/en/news-insights/latest-news-headlines/looming-copper-shortage-shifts-attention-to-alternative-supply-solutions-71920158.
  • Moslehi, M. S., H. Sahebi, and A. Teymouri. 2021. “A Multi-Objective Stochastic Model for a Reverse Logistics Supply Chain Design with Environmental Considerations.” Journal of Ambient Intelligence and Humanized Computing 12: 8017–8040. doi:10.1007/s12652-020-02538-2.
  • Moslemi, S., M. H. Zavvar Sabegh, A. Mirzazadeh, Y. Ozturkoglu, and E. Maass. 2017. “A Multi-Objective Model for Multi-Production and Multi-Echelon Closed-Loop Pharmaceutical Supply Chain Considering Quality Concepts: NSGAII Approach.” International Journal of System Assurance Engineering and Management 8: 1717–1733. doi:10.1007/s13198-017-0650-4.
  • Mula, J., M. Díaz-Madroñero, B. Andres, R. Poler, and R. Sanchis. 2021. “A Capacitated Lot-Sizing Model with Sequence-Dependent Setups, Parallel Machines and Bi-Part Injection Moulding.” Applied Mathematical Modelling 100: 805–820. doi:10.1016/j.apm.2021.07.028.
  • Ngadono, T. S., and Z. F. Ikatrinasari. 2020. “Raw Materials Inventory Planning in Automotive Industries by EOQ Method Consider with the Contract Agreement.” IOP Conference Series: Materials Science and Engineering 847 (1): 012049. doi:10.1088/1757-899X/847/1/012049.
  • Ouertani, N., H. Ben-Romdhane, and S. Krichen. 2022. “A Decision Support System for the Dynamic Hazardous Materials Vehicle Routing Problem.” Operational Research 22 (1): 551–576. doi:10.1007/s12351-020-00562-w.
  • Pareto, V. 1906. Manuale di economica politica, edited by A. M. Kelley and A. N. Page. New York: Kelley; Translation, 1971.
  • Popovic, T., A. Kraslawski, A. Barbosa-Póvoa, and A. Carvalho. 2017. “Quantitative Indicators for Social Sustainability Assessment of Society and Product Responsibility Aspects in Supply Chains.” Journal of International Studies 10 (4): 9–36. doi:10.14254/2071-8330.2017/10-4/1.
  • Prieto-Sandoval, V., C. Jaca, and M. Ormazabal. 2018. “Towards a Consensus on the Circular Economy.” Journal of Cleaner Production 179: 605–615. doi:10.1016/j.jclepro.2017.12.224.
  • Puchades, L., and J. Mula. 2004. “Aplicación de Métodos Cuantitativos para la Gestión de Stocks en la Empresa Semacaf, S.L.” VIII Congreso de Ingeniería de Organización.
  • Rentizelas, A., N. Trivyza, S. Oswald, and S. Siegl. 2022. “Reverse Supply Network Design for Circular Economy Pathways of Wind Turbine Blades in Europe.” International Journal of Production Research 60 (6): 1795–1814. doi:10.1080/00207543.2020.1870016.
  • Saif, A., and S. Elhedhli. 2016. “Cold Supply Chain Design with Environmental Considerations: A Simulation-Optimization Approach.” European Journal of Operational Research 251 (1): 274–287. doi:10.1016/j.ejor.2015.10.056.
  • Sarkar, B., B. K. Shaw, T. Kim, M. Sarkar, and D. Shin. 2017. “An integrated Inventory Model with Variable Transportation Cost, Two-Stage Inspection, and Defective Items.” Journal of Industrial and Management Optimization 13 (4): 1975–1990. doi:10.3934/jimo.2017027.
  • Seuring, S., and M. Müller. 2008. “From a Literature Review to a Conceptual Framework for Sustainable Supply Chain Management.” Journal of Cleaner Production 16 (15): 1699–1710. doi:10.1016/j.jclepro.2008.04.020.
  • Tang, J., S. Ji, and L. Jiang. 2016. “The Design of a Sustainable Location-Routing-Inventory Model Considering Consumer Environmental Behavior.” Sustainability 8 (3): 211. doi:10.3390/su8030211.
  • Tavana, M., H. Tohidi, M. Alimohammadi, and R. Lesansalmasi. 2021. “A Location-Inventory-Routing Model for Green Supply Chains with Low-Carbon Emissions under Uncertainty.” Environmental Science and Pollution Research 28: 50636–50648. doi:10.1007/s11356-021-13815-8.
  • Teplická, K., and K. Čulková. 2020. “Using of Optimizing Methods in Inventory Management of the Company.” Acta Logistica 7 (1): 9–16. doi:10.22306/al.v7i1.150.
  • Tiwari, S., Y. Daryanto, and H. M. Wee. 2018. “Sustainable Inventory Management with Deteriorating and Imperfect Quality Items Considering Carbon Emission.” Journal of Cleaner Production 192: 281–292. doi:10.1016/j.jclepro.2018.04.261.
  • Zhalechian, M., R. Tavakkoli-Moghaddam, B. Zahiri, and M. Mohammadi. 2016. “Sustainable Design of a Closed-Loop Location-Routing-Inventory Supply Chain Network Under Mixed Uncertainty.” Transportation Research Part E: Logistics and Transportation Review 89: 182–214. doi:10.1016/j.tre.2016.02.011.