Presentating a Model for the Vendor-Managed Inventory in a Two-Tier Supply Chain of Perishable Products Under Demand Uncertainty

Document Type : Research/ Original/ Regular Article

Authors

1 university of Ferdowsi

2 University of Ferdowsi,Faculty of managment

Abstract

One of the most common and successful approaches to integrated supply chain management is vendor-managed Inventory. In this policy, a vendor takes control of inventory decisions for a number of retailers. This research aims to examine planning for supply, production, and distribution with an integrated approach to reduce waste and shortages of perishable products in a manner that minimizes costs for both the vendor and retailers in the supply chain, considering the vendor-managed Inventory. Since reducing the costs of waste, shortages, production, and storage of perishable goods is of paramount importance, this research simultaneously investigates the proposed model. In this study, as demand depends on product quality and quality information is not available to the retailer before production, demand follows a random and specific distribution. Since chance constraint programming has been introduced as a powerful tool for decision-making systems, in this study, the problem is modeled using this technique. Ultimately, the effectiveness of the proposed method was validated through a case study of a food supply chain. The results indicated that reducing confidence intervals in stochastic constraints could significantly reduce costs within the organization. This research can provide valuable assistance to managers when reducing waste, shortages, and demand fulfillment is of utmost importance.

Keywords

Main Subjects


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[1] A. Niknamfar, “Multi-objective production-distribution planning based on vendor-managed inventory strategy in a supply chain,” Ind. Manag. Data. Syst., vol. 6(4) pp. 1-28, 2015, doi:10.1108/IMDS-03-2015-0073.
[2] A. Modares, N. M. Farimani, and V. B. Emroozi, “A new model to design the supplier's portfolio in newsvendor problem based on product reliability,” J. Ind. Manag. Optim., vol. 19, no. 6, pp. 4112–4151, 2023, doi: 10.3934/jimo.2022124.
[3] B. Bazan, M. Y. Jaber, S. Zanoni, and L. E. Zavanella, "Vendor Managed Inventory (VMI) with Consignment Stock (CS) agreement for a two-level supply chain with an imperfect production process with/without restoration interruptions," Int. J. Prod. Econ., vol. 157, pp. 289-301, 2014, doi:10.1016/j.ijpe.2014.02.010.
[4] A. Chang, B. Melamed, and N. Michael Katehakis, “Blockchain Adoption and design for supply chain management,” Graduate School-Newark Rutgers, The State University of New Jersey In partial fulfillment of the requirements for the degree of Doctor of Philosophy, 2021, doi:10.7282/t3-wxwf-xj62.
[5] D. Choudhary, and R. Shankar, "The value of VMI beyond information sharing in a single supplier multiple retailers supply chain under a nonstationary (Rn, Sn) policies," Omega, vol. 51 pp. 59-70, 2015, doi:10.1016/j.omega.2014.09.004.
[6] M. A. Darwish, and O. M. Odah, "Vendor managed inventory model for single-vendor multi-retailer supply chains,” Eur. J. Oper. Res., vol. 204(3) pp. 473-484, 2010, doi:10.1016/j.ejor.2009.11.02.
[7] T. K. Dasaklis, and F. Casino, "Improving vendor-managed inventory strategy based on Internet of Things (IoT) applications and blockchain technology," 2019 IEEE International Conference on Blockchain and Cryptocurrency, pp. 50-55, 2019, doi:10.1109/BLOC.2019.8751478.
[8] A. Modares, N. Motahari Farimani, and V. Bafandegan Emroozi, “Developing a Newsvendor Model based on the Relative Competence of Suppliers and Probable Group Decision-making,” Ind. Manag. J., vol. 1, pp. 115–142, 2022, doi: 10.22059/IMJ.2022.331988.1007872.
[9] A. M. F. Saghih and A. Modares, “A new dynamic model to optimize the reliability of the series-parallel systems under warm standby components,” J. Ind. Manag. Optim., vol. 19 no. 1 p. 376, 2023, doi:10.3934/jimo.2021189.
[10] A. Gharaei, M. Karimi and S. Shekarabia, "An integrated multiproduct, multi-buyer supply chain under penalty, green, and quality control police and a vendor managed inventory with consignment stock agreement: The outer approximation with equality rel," Applied Mathematical Modeling, vol. 69 pp. 223-254, 2019, doi:10.1016/j.apm.2018.11.035.
[11] P. Giovanni, "Smart Supply Chains with vendor managed inventory, coordination, and environmental performance," Eur. J. Oper. Res., vol. 299 pp. 515-531, 2021, doi:10.1016/j.ejor.2020.10.049.
[12] M. Karimi, and A. H. Niknamfar, "A vendor-managed inventory system considering the redundancy allocation problem and carbon emissions," Int. J. Manag. Sci. Eng. Manag., vol. 12 pp. 269-279, 2017, doi:10.1080/17509653.2016.1251859.
[13] W. Liu, G. Y. Ke, J. Chen and L. Zhang, "Scheduling the distribution of blood products: A vendor-managed inventory routing approach," Transport. Res. E. Logist. Transport. Rev., vol. 140, 2020, doi:10.1016/j.tre.2020.101964.
[14] P. Roozkhosh, A. Pooya, O. Soleimani Fard, and R. Bagheri, “Revolutionizing Supply Chain Sustainability: an Additive Manufacturing-Enabled Optimization Model for Minimizing Waste and Costs,” Process Integr. Optim. Sustain., Sep. 2023, doi: 10.1007/s41660-023-00368-1.
[15] A. Kumar, “Value and incentives for adoption of Blockchain technology for a single supplier multiple retailer network,” J. High Tech. Manag. Res., vol. 32, 100407, 2021, doi:10.1016/j.hitech.2021.100407.
[16] J.  Li, D. Greenwood, and M. Kassem, “Blockchain in the built environment and construction industry: A systematic review, conceptual models and practical use cases,” Autom. Construct., vol. 102 pp. 288–307, 2019, doi:10.1016/j.autcon.2019.02.005.
[17] W. Liua, G.Y. Ke, J. Chen, and L. Zhang, “Scheduling the distribution of blood products: A vendor-managed inventory routing approach,” Transport. Res. E, vol. 140, 101964, 2022, doi:10.1016/j.tre.2020.101964.
 [18] J. Tipmontian,  J. C. Alcover, and M. Rajmohan, “Impact of blockchain adoption for safe food supply chain management through system dynamics approach from management perspectives in Thailand,” Multidisciplinary Digital Publishing Institute Proceedings, vol. 39(1) p. 14, 2019, doi:10.3390/proceedings2019039014.
[19] A. Sainathan, and H. Groenevelt, "Vendor managed inventory contracts–coordinating the supply chain while looking from the vendor's perspective," European Journal of Operational Research, vol. 272, pp. 249-260, 2019, doi: 10.1016/j.ejor.2018.06.028.
[20] S.S. Kamble, A. Gunasekaran, V. Kumar, A. Belhadi, and C. Foropon, “A machine learning-based approach for predicting blockchain adoption in Supply Chain,” Technological Forecasting & Social Change, vol. 163, 120465, 2021, doi: 10.1016/j.techfore.2020.120465.
[21] M, Soysal, S. Belbag, and C. Sel, “ A closed vendor managed inventory system under a mixed fleet of electric and conventional vehicles,” Comput. Ind. Eng. Vol. 156, 2021, doi: 10.1016/j.cie.2021.107210.
 [22] H. M. Stellingwerf, A. Kanellopoulos, F. Cruijssen and J. Bloemhof, 2019" Fair gain allocation in eco-efficient vendor-managed inventory cooperation," Journal of cleaner production, vol. 231 pp. 746-755, 2019, doi: 10.1016/j.jclepro.2019.05.232.
[23] J. Wettasinghe, and H.T. Luong, “A vendor managed inventory policy with emergency orders,” Int. J. Ind. Prod. Eng., vol. 37(2-3) pp. 120-133, 2020, doi: 10.1080/21681015.2020.1736657.
[24] V. B. Emroozi, M. Kazemi, A. Modares, and P. Roozkhosh, “Improving quality and reducing costs in supply chain: The developing VIKOR method and optimization,” J. Ind. Manag. Optim., vol. 0, no. 0, pp. 0–0, 2023, doi: 10.3934/jimo.2023088
[25] A. Modares, M. Kazemi, V. B. Emroozi, and P. Roozkhosh, “A new supply chain design to solve supplier selection based on internet of things and delivery reliability,” J. Ind. Manag. Optim., vol. 19, no. 11, pp. 7993–8028, 2023, doi: 10.3934/jimo.2023028.
[26] P. Roozkhosh, A. Pooya, and R. Agarwal, “Blockchain acceptance rate prediction in the resilient supply chain with hybrid system dynamics and machine learning approach,” Oper. Manag. Res., vol. 16, no. 2, pp. 705–725, Jun. 2023, doi: 10.1007/s12063-022-00336.
[27] T.H. Hejazi and P. Roozkhosh, “Partial inspection problem with double sampling designs in multi-stage systems considering cost uncertainty,” J. Ind. Eng. Manag. Stud., vol. 6, no. 1, Jul. 2019, doi: 10.22116/jiems.2019.87659.
[28] A. Modares, V. B. Emroozi, Z. Mohemmi and A. Modares, “Presenting the integrated production-distribution planning model of the closed-loop supply chain for agricultural products based on probably group decision-making and environmental issues, Iranian J. Supply Chain Manag., vol. 25(79), pp. 103-121, 2023, doi: 20.1001.1.20089198.1402.25.79.7.1 [in Persian]
[29] A. A. Taleizadeh. M. Noori-daryan, and L. E.           Cárdenas-Barrón, “Joint optimization of price, replenishment frequency, and replenishment cycle and production rate in vendor managed inventory system with deteriorating items,” International Journal of Production Economics, vol. 159, pp. 285-295, 2015.
[30] B. Hu, C. Meng, D. Xu, and Y. J. Son, "Supply chain coordination under vendor managed inventory-consignment stocking contracts with wholesale price constraint and fairness, Int. J. Prod. Econ., vol. 202 pp. 21-31, 2018, doi:10.1016/j.ijpe.2018.05.009.
[31] D. Weraikat, M. K. Zanjani, and N. Lehoux, “Improving sustainability in a two-level pharmaceutical supply chain through Vendor-Managed Inventory system,” Operations Research for Health Care, 21, pp. 44-55, 2019.
[32] B. Onggo,. S. Panadero. C. G. Corlu, and A.A. Juan, “Agri-food supply chains with stochastic demands: A multi-period inventory routing problem with perishable products,” Simulation Modelling Practice and Theory, 97, 101970, 2019.
[33] W. Liu.  Y. Ginger, J. Chen, and L. Zhang, "Scheduling the distribution of blood products: A vendor-managed inventory routing approach." Transportation Research Part E: Logistics and Transportation Review 140: 101964, 2020.
[34] O. Ilhaam, R. Jayaraman, K. Salah, M. Debe, and M. Omar, “Enhancing vendor managed inventory supply chain operations using blockchain smart contracts,” EEE Access, vol. 8, pp.182704-182719, 2022, doi: 10.1109/ACCESS.2020.3028031.
[35] S. A. Amiri. H. S. Zahedi. A., Kazemi. M. Soroor, J. and M. Hajiaghaei-Keshteli, “Determination of the optimal sales level of perishable goods in a two-echelon supply chain network. Computers & Industrial Engineering,” vol. 139, 106156, 2020.
[36] Z. Ashraf, D. Malhotra, P. Muhuri and Q. M. Danish Lohani, "Interval type-2 fuzzy vendor managed inventory system and its solution with particle swarm optimization," Int. J. Fuzzy Syst., vol. 23(7) pp. 2080-2105 ,2021, doi:10.1007/s40815-021-01077-y.
[37] L. Bertazzi, S. D. Moezi, and F. Maggioni, “The value of integration of full container load, less than container load and air freight shipments in vendor–managed inventory systems,” Int. J. Production Economics, vol. 241, 108260, 2021, doi:10.1016/j.ijpe.2021.108260.
[38] E. Najafnejhad, M. T. Roodsari, S. Sepahrom, and M. Jenabzadeh, “A mathematical inventory model for a single-vendor multi-retailer supply chain based on the Vendor Management Inventory Policy,” Int. J. Syst. Assur. Eng. Manag., vol. 12(3), pp. 579–586, 2021, doi:10.1007/s13198-021-01120-z.
[39] M. Bieniek, "The ubiquitous nature of inventory: Vendor Managed Consignment Inventory in adverse market conditions," Eur. J. Oper. Res., vol. 291 pp. 411-420, 2021, doi:10.1016/j.ejor.2019.07.070.
[40] F. Keshavarz-Ghorbani, and S. H. R. Pasandideh, “Optimizing a two-level closed-loop supply chain under the vendor managed inventory contract and learning: Fibonacci, GA, IWO, and MFO algorithms,” Neural Comput. & Applic., vol 33 pp. 9425–9450, 2021, doi:10.1007/s00521-021-05703-6.
[41] M. Kumar. M. D. Kumar. D. P. Saini, and S. Pratap, “Inventory routing model for perishable products toward circular economy,” Computers & Industrial Engineering, vol. 169, 108220. 2022.
[42] R D. Astanti, Y. Daryanto, and P. K. Dewa, “Low-carbon supply chain model under a vendor-managed inventory partnership and carbon cap-and-trade policy,” J. Open Innov. Technol. Mark. Complex, vol. 8(1) pp. 30, 2022, doi:10.3390/joitmc8010030.
[43] P. D. Kusuma, and M. Kallista, “Collaborative vendor-managed inventory model by using the multi-agent system and continuous review (r, Q) replenishment policy,” Journal of Applied Engineering Science, vol. 20(1) pp. 254-263, 2022, doi:10.5937/jaes20-31532.
[44] R. Lotfi, B. Kargar, M. Rajabzadeh, F. Hessabi, and E. Özceylan, “Hybrid fuzzy and data-driven robust optimization for resilience and sustainable health care supply chain with vendor-managed inventory approach,” Int. J. Fuzzy Syst., vol. 24(2), pp. 1216-1231, 2022, doi: 10.1007/s40815-021-01209-4.
[45] A. Modares, N. M. Farimani, and V. B. Emroozi, “A vendor-managed inventory model based on optimal retailers' selection and reliability of supply chain,” J. Ind. Manag. Optim., vol. 19, no. 5, pp. 3075–3106, 2023, doi: 10.3934/jimo.2022078.
[46] L. Poursoltan, M. Seyedhosseini and A. Jabbarzadeh, “A  two-level closed-loop supply chain under the constract Of vendor managed inventory with learning: a novel hybrid algorithm,” Int. J. Ind. Prod. Eng., vol. 38(4) pp. 254-270, 2021, doi: 10.1080/21681015.2021.1878301.
[47] A. Modares, N. M. Farimani, and F. Dehghanian, “A New Vendor-Managed Inventory Model by Applying Blockchain Technology and Considering Environmental Problems,” Process Integr. Optim. Sustain., Jul. 2023, doi: 10.1007/s41660-023-00338-7.
[48] A. Modares, N. M. Farimani, and F. Dehghanian, “A new vendor-managed inventory four-tier model based on reducing environmental impacts and optimal suppliers' selection under uncertainty,” J. Ind. Manag. Optim, 2023, doi: 10.3934/jimo.2023074.
  • Receive Date: 13 March 2023
  • Revise Date: 25 November 2023
  • Accept Date: 07 February 2024
  • Publish Date: 20 February 2024