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Study on optimum energy fuel mix for urban cities integrated with pumped hydro storage and green vehicles

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  • Liu, Jia
  • Ma, Tao
  • Wu, Huijun
  • Yang, Hongxing

Abstract

This study proposes an optimum zero-carbon energy dominated fuel mix integrated with pumped hydro storage and green vehicles for a typical city to advance decarbonized operations by 2050 covering residential, commercial, industry and transport sectors. The flexible energy management strategy of the energy fuel and storage mix is proposed to integrate pumped hydro storage, battery vehicles and hydrogen vehicles to maintain power reliability and low-carbon transport. Multi-objective optimizations are conducted to determine optimum ratio composition of the energy fuel mix and sizing configurations of the pumped hydro storage, considering the trade-off between grid integration, energy cost and decarbonisation potentials. The research results show that the optimum energy fuel mix consists of 13% solar photovoltaics, 30% offshore wind power, 25% nuclear energy, 4% waste-to-energy and 28% natural gas. An additional 7% is sourced from natural gas to backup for the power mismatch, resulting in an energy capacity ratio of supply and demand at 1.07: 1. The hybrid pumped hydro and battery vehicle storage reduces the grid exchange energy of the mixed energy city by about 4041.36 GWh, lower by 40.89% than the case without storage. The levelized cost of energy of the optimum energy fuel mix for the decarbonized city is about 0.0846 US$/kWh. Obvious decarbonisation benefits can be achieved with the annual equivalent carbon emissions reduced by about 57.87% compared with the current local fuel mix. The flexible management and optimization model of developing the optimum zero-carbon energy dominated fuel mix integrated with pumped hydro storage and green vehicles provides a possible pathway towards carbon–neutral cities by 2050 covering the building, industry and transport sectors.

Suggested Citation

  • Liu, Jia & Ma, Tao & Wu, Huijun & Yang, Hongxing, 2023. "Study on optimum energy fuel mix for urban cities integrated with pumped hydro storage and green vehicles," Applied Energy, Elsevier, vol. 331(C).
  • Handle: RePEc:eee:appene:v:331:y:2023:i:c:s0306261922016567
    DOI: 10.1016/j.apenergy.2022.120399
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    as
    1. ., 2020. "A Debt Projection Model," Chapters, in: Tax Policy and Uncertainty, chapter 3, pages 29-72, Edward Elgar Publishing.
    2. Liu, Jia & Zhou, Yuekuan & Yang, Hongxing & Wu, Huijun, 2022. "Uncertainty energy planning of net-zero energy communities with peer-to-peer energy trading and green vehicle storage considering climate changes by 2050 with machine learning methods," Applied Energy, Elsevier, vol. 321(C).
    3. Evers, Gerwin & Chappin, Maryse M.H., 2020. "Knowledge sharing in smart grid pilot projects," Energy Policy, Elsevier, vol. 143(C).
    4. Liu, Jia & Cao, Sunliang & Chen, Xi & Yang, Hongxing & Peng, Jinqing, 2021. "Energy planning of renewable applications in high-rise residential buildings integrating battery and hydrogen vehicle storage," Applied Energy, Elsevier, vol. 281(C).
    5. Liu, Jia & Zhou, Yuekuan & Yang, Hongxing & Wu, Huijun, 2022. "Net-zero energy management and optimization of commercial building sectors with hybrid renewable energy systems integrated with energy storage of pumped hydro and hydrogen taxis," Applied Energy, Elsevier, vol. 321(C).
    6. Icaza, Daniel & Borge-Diez, David & Galindo, Santiago Pulla, 2021. "Proposal of 100% renewable energy production for the City of Cuenca- Ecuador by 2050," Renewable Energy, Elsevier, vol. 170(C), pages 1324-1341.
    7. Zhuang, Wennan & Zhou, Suyang & Gu, Wei & Chen, Xiaogang, 2021. "Optimized dispatching of city-scale integrated energy system considering the flexibilities of city gas gate station and line packing," Applied Energy, Elsevier, vol. 290(C).
    8. Cao, Sunliang & Alanne, Kari, 2015. "Technical feasibility of a hybrid on-site H2 and renewable energy system for a zero-energy building with a H2 vehicle," Applied Energy, Elsevier, vol. 158(C), pages 568-583.
    9. Das, Ridoy & Wang, Yue & Putrus, Ghanim & Kotter, Richard & Marzband, Mousa & Herteleer, Bert & Warmerdam, Jos, 2020. "Multi-objective techno-economic-environmental optimisation of electric vehicle for energy services," Applied Energy, Elsevier, vol. 257(C).
    10. Liu, Jia & Yang, Hongxing & Zhou, Yuekuan, 2021. "Peer-to-peer trading optimizations on net-zero energy communities with energy storage of hydrogen and battery vehicles," Applied Energy, Elsevier, vol. 302(C).
    11. Ma, Tao & Østergaard, Poul Alberg & Lund, Henrik & Yang, Hongxing & Lu, Lin, 2014. "An energy system model for Hong Kong in 2020," Energy, Elsevier, vol. 68(C), pages 301-310.
    12. ., 2020. "Stochastic Projections and Debt," Chapters, in: Tax Policy and Uncertainty, chapter 5, pages 113-134, Edward Elgar Publishing.
    13. Yan, Junchen & Broesicke, Osvaldo A. & Tong, Xin & Wang, Dong & Li, Duo & Crittenden, John C., 2021. "Multidisciplinary design optimization of distributed energy generation systems: The trade-offs between life cycle environmental and economic impacts," Applied Energy, Elsevier, vol. 284(C).
    14. Mohammad Alawamleh & Loiy Bani Ismail & Marwan Al Nahleh & Kamal A.M. Al-Qudah, 2020. "Role of open innovation in project management CSF," International Journal of Business Innovation and Research, Inderscience Enterprises Ltd, vol. 21(4), pages 466-489.
    15. Potrč, Sanja & Čuček, Lidija & Martin, Mariano & Kravanja, Zdravko, 2021. "Sustainable renewable energy supply networks optimization – The gradual transition to a renewable energy system within the European Union by 2050," Renewable and Sustainable Energy Reviews, Elsevier, vol. 146(C).
    16. Lin, Jian & Zhong, Xiaoyi & Wang, Jing & Huang, Yuan & Bai, Xuetao & Wang, Xiaonan & Shah, Nilay & Xie, Shan & Zhao, Yingru, 2021. "Relative optimization potential: A novel perspective to address trade-off challenges in urban energy system planning," Applied Energy, Elsevier, vol. 304(C).
    17. Icaza-Alvarez, Daniel & Jurado, Francisco & Tostado-Véliz, Marcos & Arevalo, Paúl, 2022. "Decarbonization of the Galapagos Islands. Proposal to transform the energy system into 100% renewable by 2050," Renewable Energy, Elsevier, vol. 189(C), pages 199-220.
    18. Ma, Tao & Yang, Hongxing & Lu, Lin, 2014. "A feasibility study of a stand-alone hybrid solar–wind–battery system for a remote island," Applied Energy, Elsevier, vol. 121(C), pages 149-158.
    19. Jupiterfab, 2020. "Arts and social projects in the 21st century," City, Taylor & Francis Journals, vol. 24(1-2), pages 195-209, March.
    20. ., 2020. "Projecting Tax Revenues," Chapters, in: Tax Policy and Uncertainty, chapter 2, pages 7-28, Edward Elgar Publishing.
    21. Liu, Jia & Chen, Xi & Yang, Hongxing & Shan, Kui, 2021. "Hybrid renewable energy applications in zero-energy buildings and communities integrating battery and hydrogen vehicle storage," Applied Energy, Elsevier, vol. 290(C).
    22. Wang, Xiaokui & Bamisile, Olusola & Chen, Shuheng & Xu, Xiao & Luo, Shihua & Huang, Qi & Hu, Weihao, 2022. "Decarbonization of China's electricity systems with hydropower penetration and pumped-hydro storage: Comparing the policies with a techno-economic analysis," Renewable Energy, Elsevier, vol. 196(C), pages 65-83.
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    1. Song, Zhe & Cao, Sunliang & Yang, Hongxing, 2023. "Assessment of solar radiation resource and photovoltaic power potential across China based on optimized interpretable machine learning model and GIS-based approaches," Applied Energy, Elsevier, vol. 339(C).
    2. Mahfoud, Rabea Jamil & Alkayem, Nizar Faisal & Zhang, Yuquan & Zheng, Yuan & Sun, Yonghui & Alhelou, Hassan Haes, 2023. "Optimal operation of pumped hydro storage-based energy systems: A compendium of current challenges and future perspectives," Renewable and Sustainable Energy Reviews, Elsevier, vol. 178(C).

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