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Unlock the energy flexibility resources of zero-emission vehicles to simultaneously alleviate the negative impact on grid and traffic between remote buildings with predictive controls

Author

Listed:
  • Dou, Zhenyu
  • Pan, Kai
  • Xu, Yang
  • Cao, Sunliang

Abstract

To mitigate the climate change caused by carbon emission issues, zero-emission vehicles (ZEVs) and zero-energy buildings (ZEBs) have attracted increasing attention due to the significant proportion of energy-related carbon emissions from the transportation and building sectors. The energy-matching problem of ZEBs between demand and generation is widely noticed by academia, and the energy-sharing method using electric vehicles (EVs) has proved to be an effective approach to improve energy-matching performance. However, the stability issue of the grid-interactive performance caused by the unstable renewable energy generation and the negative impact on the road traffic of ZEVs for energy sharing receive limited attention. This paper proposes instantaneous and predictive control methods for a zero-emission system consisting of two zero-energy buildings using ZEV energy sharing to enhance the building-grid interaction stability and reduce the negative impact of ZEVs on road congestion. A genetic algorithm model is implemented in predictive control. The impacts of different ocean renewable energy types on energy matching, grid stability, and economic benefits are investigated. The results show that the instantaneous control can provide up to 71.0 % better grid-interaction stability performance than basic control. An average of 9.2 % enhancement in the stability performance can be further achieved after implementing genetic predictive control. When considering road impact in predictive control, the annual practical road impact changes from around −0.16 to around 0.13 to 0.15 under different scenarios, while the grid-interaction stability performance remains almost the same with the genetic predictive control that just considers grid stability.

Suggested Citation

  • Dou, Zhenyu & Pan, Kai & Xu, Yang & Cao, Sunliang, 2025. "Unlock the energy flexibility resources of zero-emission vehicles to simultaneously alleviate the negative impact on grid and traffic between remote buildings with predictive controls," Applied Energy, Elsevier, vol. 400(C).
    • Handle: RePEc:eee:appene:v:400:y:2025:i:c:s0306261925012966
    DOI: 10.1016/j.apenergy.2025.126566
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    References listed on IDEAS

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    1. Barone, Giovanni & Buonomano, Annamaria & Forzano, Cesare & Giuzio, Giovanni Francesco & Palombo, Adolfo & Russo, Giuseppe, 2022. "Energy virtual networks based on electric vehicles for sustainable buildings: System modelling for comparative energy and economic analyses," Energy, Elsevier, vol. 242(C).
    2. Cao, Sunliang, 2019. "The impact of electric vehicles and mobile boundary expansions on the realization of zero-emission office buildings," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    3. Cen, Xuekai & Lo, Hong K. & Li, Lu & Lee, Enoch, 2018. "Modeling electric vehicles adoption for urban commute trips," Transportation Research Part B: Methodological, Elsevier, vol. 117(PA), pages 431-454.
    4. Wang, Hua & Meng, Qiang & Wang, Jing & Zhao, De, 2021. "An electric-vehicle corridor model in a dense city with applications to charging location and traffic management," Transportation Research Part B: Methodological, Elsevier, vol. 149(C), pages 79-99.
    5. Liu, Suijie & Cao, Sunliang, 2025. "Development of integrated energy sharing systems between neighboring zero-energy buildings via micro-grid and local electric vehicles with energy trading business models," Applied Energy, Elsevier, vol. 380(C).
    6. Huang, Pei & Lovati, Marco & Zhang, Xingxing & Bales, Chris, 2020. "A coordinated control to improve performance for a building cluster with energy storage, electric vehicles, and energy sharing considered," Applied Energy, Elsevier, vol. 268(C).
    7. Barone, G. & Buonomano, A. & Calise, F. & Forzano, C. & Palombo, A., 2019. "Building to vehicle to building concept toward a novel zero energy paradigm: Modelling and case studies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 101(C), pages 625-648.
    8. Kannan, Nadarajah & Vakeesan, Divagar, 2016. "Solar energy for future world: - A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 62(C), pages 1092-1105.
    9. Sayed, Mohammad Ali & Ghafouri, Mohsen & Atallah, Ribal & Debbabi, Mourad & Assi, Chadi, 2024. "Grid Chaos: An uncertainty-conscious robust dynamic EV load-altering attack strategy on power grid stability," Applied Energy, Elsevier, vol. 363(C).
    10. Wentao Jing & Mohsen Ramezani & Kun An & Inhi Kim, 2018. "Congestion patterns of electric vehicles with limited battery capacity," PLOS ONE, Public Library of Science, vol. 13(3), pages 1-18, March.
    11. Christofer Skaar & Nathalie Labonnote & Klodian Gradeci, 2018. "From Zero Emission Buildings (ZEB) to Zero Emission Neighbourhoods (ZEN): A Mapping Review of Algorithm-Based LCA," Sustainability, MDPI, vol. 10(7), pages 1-19, July.
    12. Sahu, Alok & Yadav, Neha & Sudhakar, K., 2016. "Floating photovoltaic power plant: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 815-824.
    13. Hsieh, I-Yun Lisa & Pan, Menghsuan Sam & Chiang, Yet-Ming & Green, William H., 2019. "Learning only buys you so much: Practical limits on battery price reduction," Applied Energy, Elsevier, vol. 239(C), pages 218-224.
    14. Katrin Schmietendorf & Joachim Peinke & Oliver Kamps, 2017. "The impact of turbulent renewable energy production on power grid stability and quality," The European Physical Journal B: Condensed Matter and Complex Systems, Springer;EDP Sciences, vol. 90(11), pages 1-6, November.
    15. M. S. Chowdhury & Kazi Sajedur Rahman & Vidhya Selvanathan & Narissara Nuthammachot & Montri Suklueng & Ali Mostafaeipour & Asiful Habib & Md. Akhtaruzzaman & Nowshad Amin & Kuaanan Techato, 2021. "Current trends and prospects of tidal energy technology," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 23(6), pages 8179-8194, June.
    16. Haider, Minza & Davis, Matthew & Kumar, Amit, 2024. "Development of a framework to assess the greenhouse gas mitigation potential from the adoption of low-carbon road vehicles in a hydrocarbon-rich region," Applied Energy, Elsevier, vol. 358(C).
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