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Optimization of a three-echelon cold chain considering freshness-keeping efforts under cap-and-trade regulation in Industry 4.0

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  • Ma, Xueli
  • Wang, Jian
  • Bai, Qingguo
  • Wang, Shuyun

Abstract

Eco-friendliness was suggested as a consistent key performance indicator in Industry 4.0. In addition to recommendations on technology support for ecology, Industry 4.0 also suggested decentralization and self-regulation coordination mechanisms. In this paper, a coordination mechanism was examined by focusing on the freshness-keeping effort of third-party logistics service providers (TPLSPs) in a three-echelon cold supply chain. Optimal decisions concerning a carbon trading mechanism were examined based on a comparison of two decision systems: a decentralized system and a centralized system. An incentive scheme was proposed to motivate all three parties in a decentralized system to adopt the coordinated mechanism with self-regulation. The results of numerous experiments show that although an increased eco-friendliness effort would reduce market demand, total carbon emissions, and the supplier's profit, a reasonable revenue-and-cost-sharing contract can improve sales volume and balance the supply chain members' profit. With a coordination model, all members in the supply chain can benefit from Pareto improvement. Other proposals were also examined in the scheme. The results can be implemented into decision making on cold and green supply chain and proved a tool to realize Industry 4.0 from the viewpoint of smart logistics.

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  • Ma, Xueli & Wang, Jian & Bai, Qingguo & Wang, Shuyun, 2020. "Optimization of a three-echelon cold chain considering freshness-keeping efforts under cap-and-trade regulation in Industry 4.0," International Journal of Production Economics, Elsevier, vol. 220(C).
    • Handle: RePEc:eee:proeco:v:220:y:2020:i:c:s0925527319302671
    DOI: 10.1016/j.ijpe.2019.07.030
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    as
    1. Hu, Benyong & Feng, Yi, 2017. "Optimization and coordination of supply chain with revenue sharing contracts and service requirement under supply and demand uncertainty," International Journal of Production Economics, Elsevier, vol. 183(PA), pages 185-193.
    2. Zhang, Jianxiong & Liu, Guowei & Zhang, Qiao & Bai, Zhenyu, 2015. "Coordinating a supply chain for deteriorating items with a revenue sharing and cooperative investment contract," Omega, Elsevier, vol. 56(C), pages 37-49.
    3. Wu, Desheng, 2013. "Coordination of competing supply chains with news-vendor and buyback contract," International Journal of Production Economics, Elsevier, vol. 144(1), pages 1-13.
    4. S. Du & F. Ma & Z. Fu & L. Zhu & J. Zhang, 2015. "Game-theoretic analysis for an emission-dependent supply chain in a ‘cap-and-trade’ system," Annals of Operations Research, Springer, vol. 228(1), pages 135-149, May.
    5. Mohamad Y. Jaber & Ibrahim H. Osman & Alfred L. Guiffrida, 2006. "Coordinating a three-level supply chain with price discounts, price dependent demand, and profit sharing," International Journal of Integrated Supply Management, Inderscience Enterprises Ltd, vol. 2(1/2), pages 28-48.
    6. Tiaojun Xiao & Xiangtong Qi, 2016. "A two-stage supply chain with demand sensitive to price, delivery time, and reliability of delivery," Annals of Operations Research, Springer, vol. 241(1), pages 475-496, June.
    7. Xiao, Tiaojun & Xu, Tiantian, 2013. "Coordinating price and service level decisions for a supply chain with deteriorating item under vendor managed inventory," International Journal of Production Economics, Elsevier, vol. 145(2), pages 743-752.
    8. Herbon, Avi & Levner, Eugene & Cheng, T.C.E., 2014. "Perishable inventory management with dynamic pricing using time–temperature indicators linked to automatic detecting devices," International Journal of Production Economics, Elsevier, vol. 147(PC), pages 605-613.
    9. Yan, Changyuan & Banerjee, Avijit & Yang, Liangbin, 2011. "An integrated production-distribution model for a deteriorating inventory item," International Journal of Production Economics, Elsevier, vol. 133(1), pages 228-232, September.
    10. Ding, Huiping & Zhao, Qilan & An, Zhirong & Tang, Ou, 2016. "Collaborative mechanism of a sustainable supply chain with environmental constraints and carbon caps," International Journal of Production Economics, Elsevier, vol. 181(PA), pages 191-207.
    11. Yongxin Liao & Fernando Deschamps & Eduardo de Freitas Rocha Loures & Luiz Felipe Pierin Ramos, 2017. "Past, present and future of Industry 4.0 - a systematic literature review and research agenda proposal," International Journal of Production Research, Taylor & Francis Journals, vol. 55(12), pages 3609-3629, June.
    12. Vafa Arani, Hamed & Rabbani, Masoud & Rafiei, Hamed, 2016. "A revenue-sharing option contract toward coordination of supply chains," International Journal of Production Economics, Elsevier, vol. 178(C), pages 42-56.
    13. Bai, Qingguo & Chen, Mingyuan & Xu, Lei, 2017. "Revenue and promotional cost-sharing contract versus two-part tariff contract in coordinating sustainable supply chain systems with deteriorating items," International Journal of Production Economics, Elsevier, vol. 187(C), pages 85-101.
    14. Skouri, K. & Konstantaras, I. & Papachristos, S. & Ganas, I., 2009. "Inventory models with ramp type demand rate, partial backlogging and Weibull deterioration rate," European Journal of Operational Research, Elsevier, vol. 192(1), pages 79-92, January.
    15. Shibaji Panda, 2013. "Coordinating Two-Echelon Supply Chains Under Stock And Price Dependent Demand Rate," Asia-Pacific Journal of Operational Research (APJOR), World Scientific Publishing Co. Pte. Ltd., vol. 30(02), pages 1-20.
    16. Nicholas C. Petruzzi & Maqbool Dada, 1999. "Pricing and the Newsvendor Problem: A Review with Extensions," Operations Research, INFORMS, vol. 47(2), pages 183-194, April.
    17. Glock, C. H. & Jaber, M. Y. & El Saadany, A., 2013. "Supply Chain Coordination with Emission Reduction Incentives," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 57672, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    18. Qin, Yiyan & Wang, Jianjun & Wei, Caimin, 2014. "Joint pricing and inventory control for fresh produce and foods with quality and physical quantity deteriorating simultaneously," International Journal of Production Economics, Elsevier, vol. 152(C), pages 42-48.
    19. Jonas Yu & Yu-Siang Lin & Kung-Jeng Wang, 2013. "Coordination-based inventory management for deteriorating items in a two-echelon supply chain with profit sharing," International Journal of Systems Science, Taylor & Francis Journals, vol. 44(9), pages 1587-1601.
    20. Yang, Hui-Ling, 2012. "Two-warehouse partial backlogging inventory models with three-parameter Weibull distribution deterioration under inflation," International Journal of Production Economics, Elsevier, vol. 138(1), pages 107-116.
    21. Ghiami, Yousef & Williams, Terry, 2015. "A two-echelon production-inventory model for deteriorating items with multiple buyers," International Journal of Production Economics, Elsevier, vol. 159(C), pages 233-240.
    22. Cai, Xiaoqiang & Chen, Jian & Xiao, Yongbo & Xu, Xiaolin & Yu, Gang, 2013. "Fresh-product supply chain management with logistics outsourcing," Omega, Elsevier, vol. 41(4), pages 752-765.
    23. Xiong, Huachun & Chen, Bintong & Xie, Jinxing, 2011. "A composite contract based on buy back and quantity flexibility contracts," European Journal of Operational Research, Elsevier, vol. 210(3), pages 559-567, May.
    24. Ke, Ginger Y. & Bookbinder, James H., 2018. "Coordinating the discount policies for retailer, wholesaler, and less-than-truckload carrier under price-sensitive demand: A tri-level optimization approach," International Journal of Production Economics, Elsevier, vol. 196(C), pages 82-100.
    25. Ciwei Dong & Bin Shen & Pui-Sze Chow & Liu Yang & Chi To Ng, 2016. "Sustainability investment under cap-and-trade regulation," Annals of Operations Research, Springer, vol. 240(2), pages 509-531, May.
    26. Wang, Kung-Jeng & Lin, Y.S. & Yu, Jonas C.P., 2011. "Optimizing inventory policy for products with time-sensitive deteriorating rates in a multi-echelon supply chain," International Journal of Production Economics, Elsevier, vol. 130(1), pages 66-76, March.
    27. Wu, Qing & Mu, Yinping & Feng, Yi, 2015. "Coordinating contracts for fresh product outsourcing logistics channels with power structures," International Journal of Production Economics, Elsevier, vol. 160(C), pages 94-105.
    28. Gérard P. Cachon & Martin A. Lariviere, 2005. "Supply Chain Coordination with Revenue-Sharing Contracts: Strengths and Limitations," Management Science, INFORMS, vol. 51(1), pages 30-44, January.
    29. Xu, Xiaoping & He, Ping & Xu, Hao & Zhang, Quanpeng, 2017. "Supply chain coordination with green technology under cap-and-trade regulation," International Journal of Production Economics, Elsevier, vol. 183(PB), pages 433-442.
    30. Zakeri, Atefe & Dehghanian, Farzad & Fahimnia, Behnam & Sarkis, Joseph, 2015. "Carbon pricing versus emissions trading: A supply chain planning perspective," International Journal of Production Economics, Elsevier, vol. 164(C), pages 197-205.
    31. Qinghua Pang & Yuer Chen & Yulu Hu, 2014. "Three-Level Supply Chain Coordination under Disruptions Based on Revenue-Sharing Contract with Price Dependent Demand," Discrete Dynamics in Nature and Society, Hindawi, vol. 2014, pages 1-11, December.
    32. Mirzapour Al-e-hashem, S.M.J. & Malekly, H. & Aryanezhad, M.B., 2011. "A multi-objective robust optimization model for multi-product multi-site aggregate production planning in a supply chain under uncertainty," International Journal of Production Economics, Elsevier, vol. 134(1), pages 28-42, November.
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    5. Liang Shen & Xiaodi Wang & Qinqin Liu & Yuyan Wang & Lingxue Lv & Rongyun Tang, 2021. "Carbon Trading Mechanism, Low-Carbon E-Commerce Supply Chain and Sustainable Development," Mathematics, MDPI, vol. 9(15), pages 1-26, July.
    6. Feiyue Qiu & Guodao Zhang & Ping-Kuo Chen & Cheng Wang & Yi Pan & Xin Sheng & Dewei Kong, 2020. "A Novel Multi-Objective Model for the Cold Chain Logistics Considering Multiple Effects," Sustainability, MDPI, vol. 12(19), pages 1-28, September.
    7. Biswas, Indranil & Gupta, Rohit & Tiwari, Sunil & Talluri, Srinivas, 2023. "Multi-echelon supply chain coordination: Contract sequence and cut-off policies," International Journal of Production Economics, Elsevier, vol. 259(C).
    8. Jaroslav Vrchota & Martin Pech & Ladislav Rolínek & Jiří Bednář, 2020. "Sustainability Outcomes of Green Processes in Relation to Industry 4.0 in Manufacturing: Systematic Review," Sustainability, MDPI, vol. 12(15), pages 1-47, July.
    9. Liu, Molin & Dan, Bin & Zhang, Shuguang & Ma, Songxuan, 2021. "Information sharing in an E-tailing supply chain for fresh produce with freshness-keeping effort and value-added service," European Journal of Operational Research, Elsevier, vol. 290(2), pages 572-584.
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