IDEAS home Printed from https://ideas.repec.org/a/eee/energy/v220y2021ics0360544220327158.html
   My bibliography  Save this article

Equilibrium model of a regional hydrogen market with renewable energy based suppliers and transportation costs

Author

Listed:
  • Guo, Zhongjie
  • Wei, Wei
  • Chen, Laijun
  • Zhang, Xiaoping
  • Mei, Shengwei

Abstract

Hydrogen is a promising form of secondary energy in the future. This paper studies the equilibrium state of supply-demand flow in a regional hydrogen market. We consider peer-to-peer transactions between renewable energy-based suppliers, profit-driven retailers, and transportation costs. A game model is proposed to characterize the market equilibrium taking into account the strategic behaviors of individual participants. The uncertainty of available renewable energy is described by an inexact probability distribution, and suppliers’ problems give rise to distributionally robust optimization. The market clearing price is endogenously determined from the supply and demand, precipitating an equilibrium in the market. Based on Karush-Kuhn-Tucker optimality conditions and linearization techniques, a mixed-integer linear program is developed to compute the market equilibrium. Case studies and numerical analysis conducted on a testing system demonstrate that the proposed method can provide useful insights on hydrogen market design and analysis.

Suggested Citation

  • Guo, Zhongjie & Wei, Wei & Chen, Laijun & Zhang, Xiaoping & Mei, Shengwei, 2021. "Equilibrium model of a regional hydrogen market with renewable energy based suppliers and transportation costs," Energy, Elsevier, vol. 220(C).
  • Handle: RePEc:eee:energy:v:220:y:2021:i:c:s0360544220327158
    DOI: 10.1016/j.energy.2020.119608
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0360544220327158
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.energy.2020.119608?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. Cloete, Schalk & Hirth, Lion, 2020. "Flexible power and hydrogen production: Finding synergy between CCS and variable renewables," Energy, Elsevier, vol. 192(C).
    2. Lin, Yaxue & Alva, Guruprasad & Fang, Guiyin, 2018. "Review on thermal performances and applications of thermal energy storage systems with inorganic phase change materials," Energy, Elsevier, vol. 165(PA), pages 685-708.
    3. Chan, Chi Kin & Zhou, Yan & Wong, Kar Hung, 2019. "An equilibrium model of the supply chain network under multi-attribute behaviors analysis," European Journal of Operational Research, Elsevier, vol. 275(2), pages 514-535.
    4. Ju, HyungKuk & Badwal, Sukhvinder & Giddey, Sarbjit, 2018. "A comprehensive review of carbon and hydrocarbon assisted water electrolysis for hydrogen production," Applied Energy, Elsevier, vol. 231(C), pages 502-533.
    5. Argyrou, Maria C. & Christodoulides, Paul & Kalogirou, Soteris A., 2018. "Energy storage for electricity generation and related processes: Technologies appraisal and grid scale applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 94(C), pages 804-821.
    6. González, A. & McKeogh, E. & Gallachóir, B.Ó., 2004. "The role of hydrogen in high wind energy penetration electricity systems: The Irish case," Renewable Energy, Elsevier, vol. 29(4), pages 471-489.
    7. Reuß, M. & Grube, T. & Robinius, M. & Preuster, P. & Wasserscheid, P. & Stolten, D., 2017. "Seasonal storage and alternative carriers: A flexible hydrogen supply chain model," Applied Energy, Elsevier, vol. 200(C), pages 290-302.
    8. Chen, Zhisong & Ivan Su, Shong-Iee, 2019. "Social welfare maximization with the least subsidy: Photovoltaic supply chain equilibrium and coordination with fairness concern," Renewable Energy, Elsevier, vol. 132(C), pages 1332-1347.
    9. Li, Bei & Roche, Robin & Paire, Damien & Miraoui, Abdellatif, 2017. "Sizing of a stand-alone microgrid considering electric power, cooling/heating, hydrogen loads and hydrogen storage degradation," Applied Energy, Elsevier, vol. 205(C), pages 1244-1259.
    10. Alazemi, Jasem & Andrews, John, 2015. "Automotive hydrogen fuelling stations: An international review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 48(C), pages 483-499.
    11. Nagurney, Anna & Li, Dong & Nagurney, Ladimer S., 2014. "Spatial price equilibrium with information asymmetry in quality and minimum quality standards," International Journal of Production Economics, Elsevier, vol. 158(C), pages 300-313.
    12. Hanley, Emma S. & Deane, JP & Gallachóir, BP Ó, 2018. "The role of hydrogen in low carbon energy futures–A review of existing perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 3027-3045.
    13. Luo, Xing & Wang, Jihong & Dooner, Mark & Clarke, Jonathan, 2015. "Overview of current development in electrical energy storage technologies and the application potential in power system operation," Applied Energy, Elsevier, vol. 137(C), pages 511-536.
    14. Lund, Peter D. & Lindgren, Juuso & Mikkola, Jani & Salpakari, Jyri, 2015. "Review of energy system flexibility measures to enable high levels of variable renewable electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 785-807.
    15. Grüger, Fabian & Dylewski, Lucy & Robinius, Martin & Stolten, Detlef, 2018. "Carsharing with fuel cell vehicles: Sizing hydrogen refueling stations based on refueling behavior," Applied Energy, Elsevier, vol. 228(C), pages 1540-1549.
    16. Nagurney, Anna & Cruz, Jose & Dong, June & Zhang, Ding, 2005. "Supply chain networks, electronic commerce, and supply side and demand side risk," European Journal of Operational Research, Elsevier, vol. 164(1), pages 120-142, July.
    17. Reuß, Markus & Grube, Thomas & Robinius, Martin & Stolten, Detlef, 2019. "A hydrogen supply chain with spatial resolution: Comparative analysis of infrastructure technologies in Germany," Applied Energy, Elsevier, vol. 247(C), pages 438-453.
    18. Lin, Yaxue & Jia, Yuting & Alva, Guruprasad & Fang, Guiyin, 2018. "Review on thermal conductivity enhancement, thermal properties and applications of phase change materials in thermal energy storage," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2730-2742.
    19. Kavadias, K.A. & Apostolou, D. & Kaldellis, J.K., 2018. "Modelling and optimisation of a hydrogen-based energy storage system in an autonomous electrical network," Applied Energy, Elsevier, vol. 227(C), pages 574-586.
    20. Wu, Xiong & Qi, Shixiong & Wang, Zhao & Duan, Chao & Wang, Xiuli & Li, Furong, 2019. "Optimal scheduling for microgrids with hydrogen fueling stations considering uncertainty using data-driven approach," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    21. Zhou, Li & Liao, Zuwei & Wang, Jingdai & Jiang, Binbo & Yang, Yongrong, 2014. "MPEC strategies for efficient and stable scheduling of hydrogen pipeline network operation," Applied Energy, Elsevier, vol. 119(C), pages 296-305.
    22. Zhang, Yang & Campana, Pietro Elia & Lundblad, Anders & Yan, Jinyue, 2017. "Comparative study of hydrogen storage and battery storage in grid connected photovoltaic system: Storage sizing and rule-based operation," Applied Energy, Elsevier, vol. 201(C), pages 397-411.
    23. Ren, Lei & Zhou, Sheng & Ou, Xunmin, 2020. "Life-cycle energy consumption and greenhouse-gas emissions of hydrogen supply chains for fuel-cell vehicles in China," Energy, Elsevier, vol. 209(C).
    24. Cho, Seolhee & Kim, Jiyong, 2019. "Multi-site and multi-period optimization model for strategic planning of a renewable hydrogen energy network from biomass waste and energy crops," Energy, Elsevier, vol. 185(C), pages 527-540.
    25. Yáñez, María & Ortiz, Alfredo & Brunaud, Braulio & Grossmann, Ignacio E. & Ortiz, Inmaculada, 2018. "Contribution of upcycling surplus hydrogen to design a sustainable supply chain: The case study of Northern Spain," Applied Energy, Elsevier, vol. 231(C), pages 777-787.
    26. Possamai, Janaína Poffo & Pescador, Andresa & Mayerle, Sérgio Fernando & Neiva de Figueiredo, João, 2015. "Optimal commodity price stabilization as a multi-period spatial equilibrium problem: A supernetwork approach with public buffer stocks," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 77(C), pages 289-310.
    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. Lopez-Ruiz, G. & Alava, I. & Blanco, J.M., 2023. "Impact of H2/CH4 blends on the flexibility of micromix burners applied to industrial combustion systems," Energy, Elsevier, vol. 270(C).
    2. Pierre, Cayet & Catherine, Azzaro-Pantel & Sylvain, Bourjade & Catherine, Muller-Vibes, 2024. "Beyond the “bottom-up” and “top-down” controversy: A methodological inquiry into hybrid modeling methods for hydrogen supply chains," International Journal of Production Economics, Elsevier, vol. 268(C).
    3. 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).
    4. Chen, Boyu & Che, Yanbo & Zheng, Zhihao & Zhao, Shuaijun, 2023. "Multi-objective robust optimal bidding strategy for a data center operator based on bi-level optimization," Energy, Elsevier, vol. 269(C).
    5. Shang, Jingyi & Gao, Jinfeng & Jiang, Xin & Liu, Mingguang & Liu, Dunnan, 2023. "Optimal configuration of hybrid energy systems considering power to hydrogen and electricity-price prediction: A two-stage multi-objective bi-level framework," Energy, Elsevier, vol. 263(PF).
    6. Aghamohammadloo, Hossein & Talaeizadeh, Valiollah & Shahanaghi, Kamran & Aghaei, Jamshid & Shayanfar, Heidarali & Shafie-khah, Miadreza & Catalão, João P.S., 2021. "Integrated Demand Response programs and energy hubs retail energy market modelling," Energy, Elsevier, vol. 234(C).

    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. Li, Yanfei & Taghizadeh-Hesary, Farhad, 2022. "The economic feasibility of green hydrogen and fuel cell electric vehicles for road transport in China," Energy Policy, Elsevier, vol. 160(C).
    2. Michel Noussan & Pier Paolo Raimondi & Rossana Scita & Manfred Hafner, 2020. "The Role of Green and Blue Hydrogen in the Energy Transition—A Technological and Geopolitical Perspective," Sustainability, MDPI, vol. 13(1), pages 1-26, December.
    3. Jingna Kou & Wei Li & Rui Zhang & Dingxiong Shi, 2023. "Hydrogen as a Transition Tool in a Fossil Fuel Resource Region: Taking China’s Coal Capital Shanxi as an Example," Sustainability, MDPI, vol. 15(15), pages 1-19, August.
    4. Apostolou, Dimitrios & Enevoldsen, Peter, 2019. "The past, present and potential of hydrogen as a multifunctional storage application for wind power," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 917-929.
    5. Forghani, Kamran & Kia, Reza & Nejatbakhsh, Yousef, 2023. "A multi-period sustainable hydrogen supply chain model considering pipeline routing and carbon emissions: The case study of Oman," Renewable and Sustainable Energy Reviews, Elsevier, vol. 173(C).
    6. Cárdenas, Bruno & Ibanez, Roderaid & Rouse, James & Swinfen-Styles, Lawrie & Garvey, Seamus, 2023. "The effect of a nuclear baseload in a zero-carbon electricity system: An analysis for the UK," Renewable Energy, Elsevier, vol. 205(C), pages 256-272.
    7. Efstathios E. Michaelides, 2021. "Thermodynamics, Energy Dissipation, and Figures of Merit of Energy Storage Systems—A Critical Review," Energies, MDPI, vol. 14(19), pages 1-41, September.
    8. Bartolucci, Lorenzo & Cordiner, Stefano & Mulone, Vincenzo & Pasquale, Stefano, 2019. "Fuel cell based hybrid renewable energy systems for off-grid telecom stations: Data analysis and system optimization," Applied Energy, Elsevier, vol. 252(C), pages 1-1.
    9. Jarvinen, J. & Goldsworthy, M. & White, S. & Pudney, P. & Belusko, M. & Bruno, F., 2021. "Evaluating the utility of passive thermal storage as an energy storage system on the Australian energy market," Renewable and Sustainable Energy Reviews, Elsevier, vol. 137(C).
    10. Ortiz-Imedio, Rafael & Caglayan, Dilara Gulcin & Ortiz, Alfredo & Heinrichs, Heidi & Robinius, Martin & Stolten, Detlef & Ortiz, Inmaculada, 2021. "Power-to-Ships: Future electricity and hydrogen demands for shipping on the Atlantic coast of Europe in 2050," Energy, Elsevier, vol. 228(C).
    11. Zhang, Xiaofeng & Yan, Renshi & Zeng, Rong & Zhu, Ruilin & Kong, Xiaoying & He, Yecong & Li, Hongqiang, 2022. "Integrated performance optimization of a biomass-based hybrid hydrogen/thermal energy storage system for building and hydrogen vehicles," Renewable Energy, Elsevier, vol. 187(C), pages 801-818.
    12. Pan, Guangsheng & Gu, Wei & Qiu, Haifeng & Lu, Yuping & Zhou, Suyang & Wu, Zhi, 2020. "Bi-level mixed-integer planning for electricity-hydrogen integrated energy system considering levelized cost of hydrogen," Applied Energy, Elsevier, vol. 270(C).
    13. Diana Enescu & Gianfranco Chicco & Radu Porumb & George Seritan, 2020. "Thermal Energy Storage for Grid Applications: Current Status and Emerging Trends," Energies, MDPI, vol. 13(2), pages 1-21, January.
    14. Ma, Tengfei & Pei, Wei & Deng, Wei & Xiao, Hao & Yang, Yanhong & Tang, Chenghong, 2022. "A Nash bargaining-based cooperative planning and operation method for wind-hydrogen-heat multi-agent energy system," Energy, Elsevier, vol. 239(PE).
    15. Dong, Xiangxiang & Wu, Jiang & Xu, Zhanbo & Liu, Kun & Guan, Xiaohong, 2022. "Optimal coordination of hydrogen-based integrated energy systems with combination of hydrogen and water storage," Applied Energy, Elsevier, vol. 308(C).
    16. Seo, Seung-Kwon & Yun, Dong-Yeol & Lee, Chul-Jin, 2020. "Design and optimization of a hydrogen supply chain using a centralized storage model," Applied Energy, Elsevier, vol. 262(C).
    17. Chen, Qianqian & Gu, Yu & Tang, Zhiyong & Wang, Danfeng & Wu, Qing, 2021. "Optimal design and techno-economic assessment of low-carbon hydrogen supply pathways for a refueling station located in Shanghai," Energy, Elsevier, vol. 237(C).
    18. Du, Kun & Calautit, John & Eames, Philip & Wu, Yupeng, 2021. "A state-of-the-art review of the application of phase change materials (PCM) in Mobilized-Thermal Energy Storage (M-TES) for recovering low-temperature industrial waste heat (IWH) for distributed heat," Renewable Energy, Elsevier, vol. 168(C), pages 1040-1057.
    19. Georgiou, Giorgos S. & Christodoulides, Paul & Kalogirou, Soteris A., 2019. "Real-time energy convex optimization, via electrical storage, in buildings – A review," Renewable Energy, Elsevier, vol. 139(C), pages 1355-1365.
    20. Yang, Jie & Yu, Fan & Ma, Kai & Yang, Bo & Yue, Zhiyuan, 2024. "Optimal scheduling of electric-hydrogen integrated charging station for new energy vehicles," Renewable Energy, Elsevier, vol. 224(C).

    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:energy:v:220:y:2021:i:c:s0360544220327158. 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.journals.elsevier.com/energy .

    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.