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Exploring bidirectional charging strategies for an electric vehicle population

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  • Woo, Soomin
  • Strobel, Leo
  • Yuan, Yuhao
  • Pruckner, Marco
  • Lipman, Timothy E.

Abstract

Vehicle-grid integration (VGI) technologies control the energy exchange of electric vehicles (EVs) with power grids for economic and environmental benefits. Despite early investigations, it is still unclear how VGI operations should be designed to balance the goals of mobility needs and electrical grid operational costs. In this paper, our objectives are to examine VGI strategies including bidirectional or vehicle-to-grid (V2G) concepts reflecting realistic operation scenarios, evaluate the performance of the proposed strategies using actual EV charging data and future concepts for hourly varying electricity rates, and identify critical service parameters that impact V2G benefits. The most aggressive V2G control scenarios produce estimated revenues of 2397 USD/veh/year, with a synergistic effect of reducing CO2 emissions to 669 lb/veh/year from the baseline with 1438 lb/veh/year. Other strategies with more constraints and in different settings indicate somewhat to significantly lower revenues and higher emissions. Sensitivity analysis shows that charging and discharging efficiency, potential fees charged by aggregators for discharging energy, and degradation impacts on battery health can critically affect V2G revenues. Also, enhancing vehicle battery capacities and charging and discharging powers can significantly enhance the V2G revenues, while the emission varies only slightly.

Suggested Citation

  • Woo, Soomin & Strobel, Leo & Yuan, Yuhao & Pruckner, Marco & Lipman, Timothy E., 2025. "Exploring bidirectional charging strategies for an electric vehicle population," Applied Energy, Elsevier, vol. 397(C).
    • Handle: RePEc:eee:appene:v:397:y:2025:i:c:s0306261925010918
    DOI: 10.1016/j.apenergy.2025.126361
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    References listed on IDEAS

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    1. Tan, Kang Miao & Ramachandaramurthy, Vigna K. & Yong, Jia Ying, 2016. "Integration of electric vehicles in smart grid: A review on vehicle to grid technologies and optimization techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 720-732.
    2. Kim, Donghun & Wang, Zhe & Brugger, James & Blum, David & Wetter, Michael & Hong, Tianzhen & Piette, Mary Ann, 2022. "Site demonstration and performance evaluation of MPC for a large chiller plant with TES for renewable energy integration and grid decarbonization," Applied Energy, Elsevier, vol. 321(C).
    3. Timo Kern & Patrick Dossow & Serafin von Roon, 2020. "Integrating Bidirectionally Chargeable Electric Vehicles into the Electricity Markets," Energies, MDPI, vol. 13(21), pages 1-30, November.
    4. Zhao, Yang & Noori, Mehdi & Tatari, Omer, 2016. "Vehicle to Grid regulation services of electric delivery trucks: Economic and environmental benefit analysis," Applied Energy, Elsevier, vol. 170(C), pages 161-175.
    5. Duncan S. Callaway & Meredith Fowlie & Gavin McCormick, 2018. "Location, Location, Location: The Variable Value of Renewable Energy and Demand-Side Efficiency Resources," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 39-75.
    6. Florian van Triel & Timothy E. Lipman, 2020. "Modeling the Future California Electricity Grid and Renewable Energy Integration with Electric Vehicles," Energies, MDPI, vol. 13(20), pages 1-20, October.
    7. Singh, Kamini & Singh, Anoop, 2022. "Behavioural modelling for personal and societal benefits of V2G/V2H integration on EV adoption," Applied Energy, Elsevier, vol. 319(C).
    8. Signer, Tim & Baumgartner, Nora & Ruppert, Manuel & Sandmeier, Thorben & Fichtner, Wolf, 2024. "Modeling V2G spot market trading: The impact of charging tariffs on economic viability," Energy Policy, Elsevier, vol. 189(C).
    9. Kern, Timo & Dossow, Patrick & Morlock, Elena, 2022. "Revenue opportunities by integrating combined vehicle-to-home and vehicle-to-grid applications in smart homes," Applied Energy, Elsevier, vol. 307(C).
    10. Sai Sudharshan Ravi & Muhammad Aziz, 2022. "Utilization of Electric Vehicles for Vehicle-to-Grid Services: Progress and Perspectives," Energies, MDPI, vol. 15(2), pages 1-27, January.
    11. Strobel, Leo & Schlund, Jonas & Pruckner, Marco, 2022. "Joint analysis of regional and national power system impacts of electric vehicles—A case study for Germany on the county level in 2030," Applied Energy, Elsevier, vol. 315(C).
    12. Thompson, Andrew W. & Perez, Yannick, 2020. "Vehicle-to-Everything (V2X) energy services, value streams, and regulatory policy implications," Energy Policy, Elsevier, vol. 137(C).
    13. Soomin Woo & Zhe Fu & Elpiniki Apostolaki-Iosifidou & Timothy E. Lipman, 2021. "Economic and Environmental Benefits for Electricity Grids from Spatiotemporal Optimization of Electric Vehicle Charging," Energies, MDPI, vol. 14(24), pages 1-22, December.
    14. Einolander, Johannes & Kiviaho, Annamari & Lahdelma, Risto, 2024. "Valuing the household power outage self-sustainment capabilities of bidirectional electric vehicle charging," Applied Energy, Elsevier, vol. 374(C).
    15. Noori, Mehdi & Zhao, Yang & Onat, Nuri C. & Gardner, Stephanie & Tatari, Omer, 2016. "Light-duty electric vehicles to improve the integrity of the electricity grid through Vehicle-to-Grid technology: Analysis of regional net revenue and emissions savings," Applied Energy, Elsevier, vol. 168(C), pages 146-158.
    16. Sabadini, Felipe & Madlener, Reinhard, 2025. "Does taxation hamper the vehicle-to-grid business case? Empirical evidence from Germany," Applied Energy, Elsevier, vol. 381(C).
    17. Li, Mengyu & Lenzen, Manfred & Wang, Dai & Nansai, Keisuke, 2020. "GIS-based modelling of electric-vehicle–grid integration in a 100% renewable electricity grid," Applied Energy, Elsevier, vol. 262(C).
    18. Andersen, Daniel & Powell, Siobhan, 2025. "Policy and pricing tools to incentivize distributed electric vehicle-to-grid charging control," Energy Policy, Elsevier, vol. 198(C).
    19. Geske, Joachim & Schumann, Diana, 2018. "Willing to participate in vehicle-to-grid (V2G)? Why not!," Energy Policy, Elsevier, vol. 120(C), pages 392-401.
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