IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v225y2024ics0960148124002751.html
   My bibliography  Save this article

Distributionally robust planning method for expressway hydrogen refueling station powered by a wind-PV system

Author

Listed:
  • Yang, Yuyan
  • Xu, Xiao
  • Luo, Yichen
  • Liu, Junyong
  • Hu, Weihao

Abstract

Hydrogen fuel has received widespread attention as one of the critical solutions to global energy issues. The popularization of hydrogen fuel cell vehicles (HFCV) requires the deep integration of transportation and energy fields. Considering the complementarity of wind and PV power in remote areas, this paper proposes a planning model of an expressway hydrogen refueling station, including a hydrogen production system (HPS) powered by a wind-PV system and several hydrogen refueling systems (HRSs). The interaction and operation constraints of hydrogen production, storage, delivery, and demand are employed to complete hydrogen supply chain integration in the deterministic planning model. The spatiotemporal distribution of refueling demand at each HRS is obtained by Monte Carlo Simulation. Furthermore, we consider the impact of uncertainty related to renewable energy generation and refueling demand on planning and depict them by ambiguity sets based on Kullback Leibler divergence. The planning problem is transformed into a data-driven distributionally robust model and solved by Value-at-Risk and sample average approximation method. Results indicate that 1) The proposed model can simultaneously collaborate with the segments of the hydrogen supply chain. 2) The proposed method balances the planning reliability and economic efficiency and enhances solution robustness.

Suggested Citation

  • Yang, Yuyan & Xu, Xiao & Luo, Yichen & Liu, Junyong & Hu, Weihao, 2024. "Distributionally robust planning method for expressway hydrogen refueling station powered by a wind-PV system," Renewable Energy, Elsevier, vol. 225(C).
    • Handle: RePEc:eee:renene:v:225:y:2024:i:c:s0960148124002751
    DOI: 10.1016/j.renene.2024.120210
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148124002751
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.renene.2024.120210?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. Laimon, M. & Yusaf, T., 2024. "Towards energy freedom: Exploring sustainable solutions for energy independence and self-sufficiency using integrated renewable energy-driven hydrogen system," Renewable Energy, Elsevier, vol. 222(C).
    2. Marcel Clemens & Torsten Clemens, 2022. "Scenarios to Decarbonize Austria’s Energy Consumption and the Role of Underground Hydrogen Storage," Energies, MDPI, vol. 15(10), pages 1-23, May.
    3. Qi, Yunying & Xu, Xiao & Liu, Youbo & Pan, Li & Liu, Junyong & Hu, Weihao, 2024. "Intelligent energy management for an on-grid hydrogen refueling station based on dueling double deep Q network algorithm with NoisyNet," Renewable Energy, Elsevier, vol. 222(C).
    4. Zhijie Duan & Luo Zhang & Lili Feng & Shuguang Yu & Zengyou Jiang & Xiaoming Xu & Jichao Hong, 2021. "Research on Economic and Operating Characteristics of Hydrogen Fuel Cell Cars Based on Real Vehicle Tests," Energies, MDPI, vol. 14(23), pages 1-19, November.
    5. Wu, Yunna & Liu, Fangtong & He, Jiaming & Wu, Man & Ke, Yiming, 2021. "Obstacle identification, analysis and solutions of hydrogen fuel cell vehicles for application in China under the carbon neutrality target," Energy Policy, Elsevier, vol. 159(C).
    6. Bhandari, Ramchandra & Shah, Ronak Rakesh, 2021. "Hydrogen as energy carrier: Techno-economic assessment of decentralized hydrogen production in Germany," Renewable Energy, Elsevier, vol. 177(C), pages 915-931.
    7. Wu, Xiong & Cao, Binrui & Liu, Bingwen & Zhang, Ziyu & Wang, Xiuli, 2023. "Capacity planning of carbon-free microgrid with hydrogen storage considering robust short-term off-grid operation," Renewable Energy, Elsevier, vol. 202(C), pages 242-254.
    8. 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).
    9. Durakovic, Goran & del Granado, Pedro Crespo & Tomasgard, Asgeir, 2023. "Powering Europe with North Sea offshore wind: The impact of hydrogen investments on grid infrastructure and power prices," Energy, Elsevier, vol. 263(PA).
    10. Ren, Ting & Li, Ran & Li, Xin, 2023. "Bi-level multi-objective robust optimization for performance improvements in integrated energy system with solar fuel production," Renewable Energy, Elsevier, vol. 219(P1).
    11. Sadik-Zada, Elkhan Richard & Santibanez Gonzalez, Ernesto DR & Gatto, Andrea & Althaus, Tomasz & Quliyev, Fuad, 2023. "Pathways to the hydrogen mobility futures in German public transportation: A scenario analysis," Renewable Energy, Elsevier, vol. 205(C), pages 384-392.
    12. Huang, Jingzhi & Lu, Danni & Huang, Xianan & Hu, Zhenda & Liu, Lin & Lin, Changzhui & Jing, Rui & Xie, Chunping & Brandon, Nigel & Zheng, Xuyue & Zhao, Yingru, 2024. "Is China ready for a hydrogen economy? Feasibility analysis of hydrogen energy in the Chinese transportation sector," Renewable Energy, Elsevier, vol. 223(C).
    13. Yang, Jingze & Chi, Hetian & Cheng, Mohan & Dong, Mingqi & Li, Siwu & Yao, Hong, 2023. "Performance analysis of hydrogen supply using curtailed power from a solar-wind-storage power system," Renewable Energy, Elsevier, vol. 212(C), pages 1005-1019.
    Full references (including those not matched with items on IDEAS)

    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. Diego Bairrão & João Soares & José Almeida & John F. Franco & Zita Vale, 2023. "Green Hydrogen and Energy Transition: Current State and Prospects in Portugal," Energies, MDPI, vol. 16(1), pages 1-23, January.
    2. Wiegner, J.F. & Andreasson, L.M. & Kusters, J.E.H. & Nienhuis, R.M., 2024. "Interdisciplinary perspectives on offshore energy system integration in the North Sea: A systematic literature review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 189(PA).
    3. Calise, Francesco & Cappiello, Francesco Liberato & Cimmino, Luca & Dentice d’Accadia, Massimo & Vicidomini, Maria, 2023. "Renewable smart energy network: A thermoeconomic comparison between conventional lithium-ion batteries and reversible solid oxide fuel cells," Renewable Energy, Elsevier, vol. 214(C), pages 74-95.
    4. Dasireddy, Venkata D.B.C. & Likozar, Blaž, 2022. "Cu–Mn–O nano-particle/nano-sheet spinel-type materials as catalysts in methanol steam reforming (MSR) and preferential oxidation (PROX) reaction for purified hydrogen production," Renewable Energy, Elsevier, vol. 182(C), pages 713-724.
    5. Pastore, Lorenzo Mario & Lo Basso, Gianluigi & Sforzini, Matteo & de Santoli, Livio, 2022. "Technical, economic and environmental issues related to electrolysers capacity targets according to the Italian Hydrogen Strategy: A critical analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 166(C).
    6. Leonhard Povacz & Ramchandra Bhandari, 2023. "Analysis of the Levelized Cost of Renewable Hydrogen in Austria," Sustainability, MDPI, vol. 15(5), pages 1-23, March.
    7. Claudiu Vasile Kifor & Niculina Alexandra Grigore, 2023. "Circular Economy Approaches for Electrical and Conventional Vehicles," Sustainability, MDPI, vol. 15(7), pages 1-28, April.
    8. Ye, Yang & Yue, Yi & Lu, Jianfeng & Ding, Jing & Wang, Weilong & Yan, Jinyue, 2021. "Enhanced hydrogen storage of a LaNi5 based reactor by using phase change materials," Renewable Energy, Elsevier, vol. 180(C), pages 734-743.
    9. Binbin Yang & Sang-Do Park, 2023. "Who Drives Carbon Neutrality in China? Text Mining and Network Analysis," Sustainability, MDPI, vol. 15(6), pages 1-24, March.
    10. Zhao, Meng-Jie & He, Qian & Xiang, Ting & Ya, Hua-Qin & Luo, Hao & Wan, Shanhong & Ding, Jun & He, Jian-Bo, 2023. "Automatic operation of decoupled water electrolysis based on bipolar electrode," Renewable Energy, Elsevier, vol. 203(C), pages 583-591.
    11. Superchi, Francesco & Papi, Francesco & Mannelli, Andrea & Balduzzi, Francesco & Ferro, Francesco Maria & Bianchini, Alessandro, 2023. "Development of a reliable simulation framework for techno-economic analyses on green hydrogen production from wind farms using alkaline electrolyzers," Renewable Energy, Elsevier, vol. 207(C), pages 731-742.
    12. Shen, Xiaojun & Li, Xingyi & Yuan, Jiahai & Jin, Yu, 2022. "A hydrogen-based zero-carbon microgrid demonstration in renewable-rich remote areas: System design and economic feasibility," Applied Energy, Elsevier, vol. 326(C).
    13. Abdoulkader Ibrahim Idriss & Ramadan Ali Ahmed & Hamda Abdi Atteyeh & Omar Abdoulkader Mohamed & Haitham Saad Mohamed Ramadan, 2023. "Techno-Economic Potential of Wind-Based Green Hydrogen Production in Djibouti: Literature Review and Case Studies," Energies, MDPI, vol. 16(16), pages 1-19, August.
    14. Jerez Monsalves, Juan & Bergaentzlé, Claire & Keles, Dogan, 2023. "Impacts of flexible-cooling and waste-heat recovery from data centres on energy systems: A Danish case study," Energy, Elsevier, vol. 281(C).
    15. Paweł Dworak & Andrzej Mrozik & Agata Korzelecka-Orkisz & Adam Tański & Krzysztof Formicki, 2023. "Energy Self-Sufficiency of a Salmonids Breeding Facility in the Recirculating Aquaculture System," Energies, MDPI, vol. 16(6), pages 1-22, March.
    16. Armenia Androniceanu & Oana Matilda Sabie, 2022. "Overview of Green Energy as a Real Strategic Option for Sustainable Development," Energies, MDPI, vol. 15(22), pages 1-35, November.
    17. Sadik-Zada, Elkhan Richard & Gatto, Andrea & Weißnicht, Yannic, 2024. "Back to the future: Revisiting the perspectives on nuclear fusion and juxtaposition to existing energy sources," Energy, Elsevier, vol. 290(C).
    18. Yiqin Lu & Shuang Li, 2023. "Green Transportation Model in Logistics Considering the Carbon Emissions Costs Based on Improved Grey Wolf Algorithm," Sustainability, MDPI, vol. 15(14), pages 1-15, July.
    19. Ioannis Kountouris & Rasmus Bramstoft & Theis Madsen & Juan Gea-Bermúdez & Marie Münster & Dogan Keles, 2024. "A unified European hydrogen infrastructure planning to support the rapid scale-up of hydrogen production," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    20. César Berna-Escriche & Carlos Vargas-Salgado & David Alfonso-Solar & Alberto Escrivá-Castells, 2022. "Hydrogen Production from Surplus Electricity Generated by an Autonomous Renewable System: Scenario 2040 on Grand Canary Island, Spain," Sustainability, MDPI, vol. 14(19), pages 1-29, September.

    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:renene:v:225:y:2024:i:c:s0960148124002751. 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/renewable-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.