IDEAS home Printed from https://ideas.repec.org/a/eee/appene/v326y2022ics0306261922012028.html
   My bibliography  Save this article

Precooling energy and carbon emission reduction technology investment model in a fresh food cold chain based on a differential game

Author

Listed:
  • Liu, Zheng
  • Huang, Yu-Qing
  • Shang, Wen-Long
  • Zhao, Yuan-Jun
  • Yang, Zao-Li
  • Zhao, Zhao

Abstract

The reasonable investment of suppliers and retailers in precooling and carbon emission reduction technology is important to maintain the freshness of products and improve the overall profit of the supply chain. This paper establishes a game model to examine the impact of the relationship between fresh food suppliers and retailers on the level of R&D investment in precooling technology and carbon emission reduction technology and thence on the overall revenue of the supply chain. This model considers the three cases of whether the two subjects cooperate or not and whether the retailer shares the cost of suppliers’ investment in precooling technology. It is found that the overall supply chain revenue and the level of R&D investment in both technologies are higher in the case of cooperation between the two subjects than in the case of non-cooperation. In a decentralized case when the two subjects do not cooperate, the overall supply chain revenue, and the level of R&D investment in the two technologies, depend on the relationship between the retail price and the wholesale price.

Suggested Citation

  • Liu, Zheng & Huang, Yu-Qing & Shang, Wen-Long & Zhao, Yuan-Jun & Yang, Zao-Li & Zhao, Zhao, 2022. "Precooling energy and carbon emission reduction technology investment model in a fresh food cold chain based on a differential game," Applied Energy, Elsevier, vol. 326(C).
    • Handle: RePEc:eee:appene:v:326:y:2022:i:c:s0306261922012028
    DOI: 10.1016/j.apenergy.2022.119945
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0306261922012028
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.apenergy.2022.119945?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Guo, Jian-Xin & Huang, Chen, 2020. "Feasible roadmap for CCS retrofit of coal-based power plants to reduce Chinese carbon emissions by 2050," Applied Energy, Elsevier, vol. 259(C).
    2. Yang, Zaoli & Shang, Wen-Long & Zhang, Haoran & Garg, Harish & Han, Chunjia, 2022. "Assessing the green distribution transformer manufacturing process using a cloud-based q-rung orthopair fuzzy multi-criteria framework," Applied Energy, Elsevier, vol. 311(C).
    3. Wu, Wentao & Beretta, Claudio & Cronje, Paul & Hellweg, Stefanie & Defraeye, Thijs, 2019. "Environmental trade-offs in fresh-fruit cold chains by combining virtual cold chains with life cycle assessment," Applied Energy, Elsevier, vol. 254(C).
    4. Rissman, Jeffrey & Bataille, Chris & Masanet, Eric & Aden, Nate & Morrow, William R. & Zhou, Nan & Elliott, Neal & Dell, Rebecca & Heeren, Niko & Huckestein, Brigitta & Cresko, Joe & Miller, Sabbie A., 2020. "Technologies and policies to decarbonize global industry: Review and assessment of mitigation drivers through 2070," Applied Energy, Elsevier, vol. 266(C).
    5. Zheng Liu & Hangxin Guo & Yuanjun Zhao & Bin Hu & Xiaodong Ji & Lingling Lang & Lihua Shi, 2022. "Optimal pricing decision of composite service offered by network providers in E-commerce environment," Electronic Commerce Research, Springer, vol. 22(1), pages 177-193, March.
    6. De Giovanni, Pietro, 2011. "Quality improvement vs. advertising support: Which strategy works better for a manufacturer?," European Journal of Operational Research, Elsevier, vol. 208(2), pages 119-130, January.
    7. Shang, Wen-Long & Chen, Jinyu & Bi, Huibo & Sui, Yi & Chen, Yanyan & Yu, Haitao, 2021. "Impacts of COVID-19 pandemic on user behaviors and environmental benefits of bike sharing: A big-data analysis," Applied Energy, Elsevier, vol. 285(C).
    8. Chao Huang & Lifei Chen & Pandu R. Tadikamalla & Mike M. Gordon, 2021. "Valuation and investment strategies of carbon capture and storage technology under uncertainties in technology, policy and market," Journal of the Operational Research Society, Taylor & Francis Journals, vol. 72(2), pages 292-303, February.
    9. Jingjie Wang & Xiaoshuan Zhang & Xiang Wang & Hongxing Huang & Jinyou Hu & Weijun Lin, 2022. "A Data-Driven Packaging Efficiency Optimization Method for a Low Carbon System in Agri-Products Cold Chain," Sustainability, MDPI, vol. 14(2), pages 1-17, January.
    10. Zheng Liu & Bin Hu & Bangtong Huang & Lingling Lang & Hangxin Guo & Yuanjun Zhao, 2020. "Decision Optimization of Low-Carbon Dual-Channel Supply Chain of Auto Parts Based on Smart City Architecture," Complexity, Hindawi, vol. 2020, pages 1-14, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Hua Pan & Huimin Zhu & Minmin Teng, 2023. "Low-Carbon Transformation Strategy for Blockchain-Based Power Supply Chain," Sustainability, MDPI, vol. 15(16), pages 1-22, August.
    2. Peng, Wei & Xin, Baogui & Xie, Lei, 2023. "Optimal strategies for production plan and carbon emission reduction in a hydrogen supply chain under cap-and-trade policy," Renewable Energy, Elsevier, vol. 215(C).
    3. Xuya Zhang & Yue Wang & Dongqing Zhang, 2024. "Location-Routing Optimization for Two-Echelon Cold Chain Logistics of Front Warehouses Based on a Hybrid Ant Colony Algorithm," Mathematics, MDPI, vol. 12(12), pages 1-22, June.
    4. Yi Zhang & Huiming Zhang & Kai Wu & Danyun Shen, 2024. "Governance of Greenwashing Behaviors: A Perspective of Heterogeneous Firm Types," Energies, MDPI, vol. 17(6), pages 1-15, March.
    5. Wei Shao & Debao Dai & Yunqing Zhao & Liang Ye, 2024. "The Effect of Carbon Trading Pilot Policy on Resource Allocation Efficiency: A Multiple Mediating Effect Model of Development, Innovation, and Investment," Sustainability, MDPI, vol. 16(17), pages 1-22, August.
    6. Shang, Wen-Long & Ling, Yantao & Ochieng, Washington & Yang, Linchuan & Gao, Xing & Ren, Qingzhong & Chen, Yilin & Cao, Mengqiu, 2024. "Driving forces of CO2 emissions from the transport, storage and postal sectors: A pathway to achieving carbon neutrality," Applied Energy, Elsevier, vol. 365(C).
    7. Shang, Wen-Long & Chen, Yishui & Yu, Qing & Song, Xuewang & Chen, Yanyan & Ma, Xiaolei & Chen, Xiqun & Tan, Zhijia & Huang, Jianling & Ochieng, Washington, 2023. "Spatio-temporal analysis of carbon footprints for urban public transport systems based on smart card data," Applied Energy, Elsevier, vol. 352(C).
    8. Zheng Liu & Wenzhuo Sun, 2023. "Study on Low-Carbon Technology Investment Strategies for High Energy-Consuming Enterprises under the Health Co-Benefits of Carbon Emission Reduction," Sustainability, MDPI, vol. 15(11), pages 1-22, May.
    9. Zheng Liu & Wenzhuo Sun & Bin Hu & Chunjia Han & Petros Ieromonachou & Yuanjun Zhao & Jiazhuo Zheng, 2023. "Research on Supply Chain Optimization Considering Consumer Subsidy Mechanism in the Context of Carbon Neutrality," Energies, MDPI, vol. 16(7), pages 1-14, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Qiao, Dongdong & Wei, Xuezhe & Fan, Wenjun & Jiang, Bo & Lai, Xin & Zheng, Yuejiu & Tang, Xiaolin & Dai, Haifeng, 2022. "Toward safe carbon–neutral transportation: Battery internal short circuit diagnosis based on cloud data for electric vehicles," Applied Energy, Elsevier, vol. 317(C).
    2. Hongxin Yu & Yaohui Jiang & Zhaowen Zhang & Wen-Long Shang & Chunjia Han & Yuanjun Zhao, 2022. "The impact of carbon emission trading policy on firms’ green innovation in China," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-24, December.
    3. Liu, Qingchen & Li, Hongchang & Shang, Wen-long & Wang, Kun, 2022. "Spatio-temporal distribution of Chinese cities’ air quality and the impact of high-speed rail," Renewable and Sustainable Energy Reviews, Elsevier, vol. 170(C).
    4. Yang, Zaoli & Li, Qin & Yan, Yamin & Shang, Wen-Long & Ochieng, Washington, 2022. "Examining influence factors of Chinese electric vehicle market demand based on online reviews under moderating effect of subsidy policy," Applied Energy, Elsevier, vol. 326(C).
    5. Fábio T. F. Silva & Alexandre Szklo & Amanda Vinhoza & Ana Célia Nogueira & André F. P. Lucena & Antônio Marcos Mendonça & Camilla Marcolino & Felipe Nunes & Francielle M. Carvalho & Isabela Tagomori , 2022. "Inter-sectoral prioritization of climate technologies: insights from a Technology Needs Assessment for mitigation in Brazil," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 27(7), pages 1-39, October.
    6. Qi, Meng & Park, Jinwoo & Lee, Inkyu & Moon, Il, 2022. "Liquid air as an emerging energy vector towards carbon neutrality: A multi-scale systems perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 159(C).
    7. Mayyas Alsalman & Vian Ahmed & Zied Bahroun & Sara Saboor, 2023. "An Economic Analysis of Solar Energy Generation Policies in the UAE," Energies, MDPI, vol. 16(7), pages 1-25, March.
    8. M. A. Hannan & M. S. Abd Rahman & Ali Q. Al-Shetwi & R. A. Begum & Pin Jern Ker & M. Mansor & M. S. Mia & M. J. Hossain & Z. Y. Dong & T. M. I. Mahlia, 2022. "Impact Assessment of COVID-19 Severity on Environment, Economy and Society towards Affecting Sustainable Development Goals," Sustainability, MDPI, vol. 14(23), pages 1-23, November.
    9. Ramani, Vinay & De Giovanni, Pietro, 2017. "A two-period model of product cannibalization in an atypical Closed-loop Supply Chain with endogenous returns: The case of DellReconnect," European Journal of Operational Research, Elsevier, vol. 262(3), pages 1009-1027.
    10. Róbert Csalódi & Tímea Czvetkó & Viktor Sebestyén & János Abonyi, 2022. "Sectoral Analysis of Energy Transition Paths and Greenhouse Gas Emissions," Energies, MDPI, vol. 15(21), pages 1-26, October.
    11. Liu, Feng & van den Bergh, Jeroen & Wei, Yihang, 2024. "Testing mechanisms through which China's ETS promotes a low-carbon transition," Energy Economics, Elsevier, vol. 132(C).
    12. De Giovanni, Pietro & Zaccour, Georges, 2014. "A two-period game of a closed-loop supply chain," European Journal of Operational Research, Elsevier, vol. 232(1), pages 22-40.
    13. Al-Qahtani, Amjad & Parkinson, Brett & Hellgardt, Klaus & Shah, Nilay & Guillen-Gosalbez, Gonzalo, 2021. "Uncovering the true cost of hydrogen production routes using life cycle monetisation," Applied Energy, Elsevier, vol. 281(C).
    14. Sun, Bo & Fan, Boyang & Zhang, Yifan & Xie, Jingdong, 2023. "Investment decisions and strategies of China's energy storage technology under policy uncertainty: A real options approach," Energy, Elsevier, vol. 278(PA).
    15. Stamatios K. Chrysikopoulos & Panos T. Chountalas & Dimitrios A. Georgakellos & Athanasios G. Lagodimos, 2024. "Decarbonization in the Oil and Gas Sector: The Role of Power Purchase Agreements and Renewable Energy Certificates," Sustainability, MDPI, vol. 16(15), pages 1-24, July.
    16. Catrini, P. & Panno, D. & Cardona, F. & Piacentino, A., 2020. "Characterization of cooling loads in the wine industry and novel seasonal indicator for reliable assessment of energy saving through retrofit of chillers," Applied Energy, Elsevier, vol. 266(C).
    17. Pashchenko, Dmitry, 2023. "Hydrogen-rich gas as a fuel for the gas turbines: A pathway to lower CO2 emission," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    18. Seyyed-Mahdi Hosseini-Motlagh & Mona Jazinaninejad & Nazanin Nami, 2022. "Coordinating a socially concerned reverse supply chain for pharmaceutical waste management considering government role," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(2), pages 1852-1877, February.
    19. Lu, Lijue & Navas, Jorge, 2021. "Advertising and quality improving strategies in a supply chain when facing potential crises," European Journal of Operational Research, Elsevier, vol. 288(3), pages 839-851.
    20. Landon Yoder & Alora Cain & Ananya Rao & Nathaniel Geiger & Ben Kravitz & Mack Mercer & Deidra Miniard & Sangeet Nepal & Thomas Nunn & Mary Sluder & Grace Weiler & Shahzeen Z. Attari, 2024. "Muddling through Climate Change: A Qualitative Exploration of India and U.S. Climate Experts’ Perspectives on Solutions, Pathways, and Barriers," Sustainability, MDPI, vol. 16(13), pages 1-20, June.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:appene:v:326:y:2022:i:c:s0306261922012028. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/405891/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.