A viable supply chain by considering vendor-managed-inventory with a consignment stock policy and learning approach

被引:24
|
作者
Lotfi, Reza [1 ,2 ]
Mohajeransari, Pedram [3 ]
Nevisi, Mohammad Mehdi Sharifi [4 ]
Afshar, Mohamad [5 ]
Davoodi, Sayyed Mohammad Reza [6 ]
Ali, Sadia Samar [7 ]
机构
[1] Yazd Univ, Dept Ind Engn, Yazd, Iran
[2] Behineh Gostar Sanaye Arman, Tehran, Iran
[3] Sirjan Univ Technol, Dept Comp Engn, Kerman, Iran
[4] Iran Univ Sci & Technol, Dept Ind Engn, Tehran, Iran
[5] Islamic Azad Univ, Dept Ind Engn, Cent Tehran Branch, Tehran, Iran
[6] Islamic Azad Univ, Dept Management, Dehaghan Branch, Dehaghan, Iran
[7] King Abdulaziz Univ, Fac Engn, Dept Ind Engn, Jeddah, Saudi Arabia
关键词
Supply chain; Vendor; -managed; -inventory; Consignment stock; Robustness; Learning approach; Conditional value at risk; AGREEMENT; PENALTY; BUYER;
D O I
10.1016/j.rineng.2023.101609
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Inventory management challenges are optimizing inventory levels, minimizing stockouts, and streamlining the supply chain process for the vendor and the customer. The study tries to improve these challenges by proposing a new Viable Supply Chain (VSC) incorporating Vendor-Managed-Inventory (VMI) with a Consignment Stock (SC) policy for managing inventory between SC components. These strategies access the inventory level of the customer in the vendor, and if the items are sold, the customer pays the vendor for the inventory that was sold. The Robust Stochastic Optimization (RSO) with Conditional Value at Risk (CVaR) as risk criteria is utilized to solve the model. The objective function of this model combines the expected value, maximum, and CVaR of cost. To promote viability against disruption, sustainability requirements such as CO2 emissions and energy con-sumption are considered. An agile approach that includes a learning factor is suggested. In addition, a resiliency strategy by addressing order disruption requirements is proposed. The case study of this research is a small healthcare industry that prepares drug products. It is one of the largest industries with high sales and added value. The results show that the inclusion of VMI and CS in the main problem-solving approach resulted in a 14.8 % cost reduction compared to the scenario where VMI and CS were not considered. Finally, sensitivity analysis is performed on CVaR confidence, conservatism coefficient, learning rate, agility rate and scale of the main problem.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] THE IMPLEMENTATION OF VENDOR MANAGED INVENTORY IN THE SUPPLY CHAIN WITH SIMPLE PROBABILISTIC INVENTORY MODEL
    Anna, Ika Deefi
    3RD BALI INTERNATIONAL SEMINAR ON SCIENCE & TECHNOLOGY (BISSTECH 2015), 2016, 58
  • [42] Fresh product supply chain coordination using vendor managed inventory and consignment with revenue sharing over a finite planning horizon
    Narulidea, Winda
    Rusdiansyah, Ahmad
    Partiwi, Sri Gunani
    JOURNAL OF REVENUE AND PRICING MANAGEMENT, 2024, 23 (05) : 406 - 422
  • [43] An application of deep reinforcement learning and vendor-managed inventory in perishable supply chain management
    Mohamadi, Navid
    Niaki, Seyed Taghi Akhavan
    Taher, Mahdi
    Shavandi, Ali
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2024, 127
  • [44] A vendor managed inventory supply chain with deteriorating raw materials and products
    Yu, Yugang
    Wang, Zheng
    Liang, Liang
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2012, 136 (02) : 266 - 274
  • [45] Effectiveness of consignment stock policy in a three-level supply chain
    Giri, B. C.
    Chakraborty, A.
    Maiti, T.
    OPERATIONAL RESEARCH, 2017, 17 (01) : 39 - 66
  • [46] Transportation lead time reduction in a vendor managed inventory supply chain
    Wang, Xiaojing
    Liu, Zhixue
    Zheng, Changzheng
    Wu, Jianbo
    PROCEEDINGS OF THE 2008 INTERNATIONAL CONFERENCE ON E-RISK MANAGEMENT (ICERM 2008), 2008, : 140 - 145
  • [47] Managing supply chain backorders under vendor managed inventory: An incentive approach and empirical analysis
    Yao, Yuliang
    Dong, Yan
    Dresner, Martin
    EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 203 (02) : 350 - 359
  • [48] Revisiting the note on supply chain integration in vendor-managed inventory
    Wang, Wan-Tsu
    Wee, Hui-Ming
    Tsao, H. -S. Jacob
    DECISION SUPPORT SYSTEMS, 2010, 48 (02) : 419 - 420
  • [49] A vendor-managed inventory scheme as a supply chain coordination mechanism
    Chakraborty, Abhishek
    Chatterjee, A. K.
    Mateen, Arqum
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2015, 53 (01) : 13 - 24
  • [50] Optimization of a vendor managed inventory supply chain with guaranteed stability and robustness
    Kastsian, Darya
    Moennigmann, Martin
    INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2011, 131 (02) : 727 - 735