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Economic feasibility and grid benefits of vehicle-to-grid in rental electric vehicle industry in tourism spots

Author

Listed:
  • Lee, Wonjong
  • Kim, Euncheol
  • Han, Jonghyeok
  • Seong, Wooje
  • Koo, Yoonmo

Abstract

Electric vehicles (EVs) are being rapidly adopted across various applications, including personal vehicles, public transit, delivery trucks, car-sharing, and rent-a-car, to decarbonize the transportation sector. Meanwhile, vehicle-to-grid (V2G), which allows EVs to interact with power grid, is regarded as a promising solution for integrating renewable energy (RE) and EVs into the grid. While V2G applications within different types of EVs have been extensively studied, the V2G utilizing idle rental EVs in tourist destinations has received limited attention despite its significant potential. This study evaluates the economic feasibility and grid benefits of V2G using idle rental EVs on Jeju Island, South Korea. To do so, this study models the optimal operation of rent-a-car companies alongside the market-clearing process of system operator as a bi-level optimization problem. Using the KKT optimality conditions and the strong duality theorem, the bi-level optimization problem is reformulated as a single-level optimization problem. The results shows that with a near-optimum configuration (15 MW solar PV, 65 MW V2G-capable chargers), idle rental EVs can generate annual profits of 6,324 thousand USD, even after accounting for investment and battery degradation costs. Moreover, the V2G of rental EVs reduced system costs by 5.25 %, RE curtailments by 5.02 %, and GHG emissions by 4.05 %. This study highlights the substantial co-benefits of V2G for both rental companies and the grid, emphasizing the synergistic effectiveness of transportation decarbonization for the power sector.

Suggested Citation

  • Lee, Wonjong & Kim, Euncheol & Han, Jonghyeok & Seong, Wooje & Koo, Yoonmo, 2025. "Economic feasibility and grid benefits of vehicle-to-grid in rental electric vehicle industry in tourism spots," Energy, Elsevier, vol. 335(C).
  • Handle: RePEc:eee:energy:v:335:y:2025:i:c:s0360544225036965
    DOI: 10.1016/j.energy.2025.138054
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    1. Miao, Rui & Guo, Peng & Huang, Wenjie & Li, Qi & Zhang, Bo, 2022. "Profit model for electric vehicle rental service: Sensitive analysis and differential pricing strategy," Energy, Elsevier, vol. 249(C).
    2. Steven A. Gabriel & Antonio J. Conejo & J. David Fuller & Benjamin F. Hobbs & Carlos Ruiz, 2013. "Complementarity Modeling in Energy Markets," International Series in Operations Research and Management Science, Springer, edition 127, number 978-1-4419-6123-5, May.
    3. Huang, Bing & Meijssen, Aart Gerard & Annema, Jan Anne & Lukszo, Zofia, 2021. "Are electric vehicle drivers willing to participate in vehicle-to-grid contracts? A context-dependent stated choice experiment," Energy Policy, Elsevier, vol. 156(C).
    4. Wiedemann, Nina & Xin, Yanan & Medici, Vasco & Nespoli, Lorenzo & Suel, Esra & Raubal, Martin, 2024. "Vehicle-to-grid for car sharing - A simulation study for 2030," Applied Energy, Elsevier, vol. 372(C).
    5. Lee, Wonjong & Koo, Yoonmo & Kim, Yong-gun, 2024. "Environmental time-of-use scheme: Strategic leveraging of financial and environmental incentives for greener electric vehicle charging," Energy, Elsevier, vol. 309(C).
    6. Hidrue, Michael K. & Parsons, George R., 2015. "Is there a near-term market for vehicle-to-grid electric vehicles?," Applied Energy, Elsevier, vol. 151(C), pages 67-76.
    7. Oliveira, Beatriz Brito & Carravilla, Maria Antónia & Oliveira, José Fernando, 2017. "Fleet and revenue management in car rental companies: A literature review and an integrated conceptual framework," Omega, Elsevier, vol. 71(C), pages 11-26.
    8. 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.
    9. Sagaria, Shemin & van der Kam, Mart & Boström, Tobias, 2024. "The influence of socio-technical variables on vehicle-to-grid technology," Energy, Elsevier, vol. 305(C).
    10. Yang, So Young & Woo, JongRoul & Lee, Wonjong, 2024. "Assessing optimized time-of-use pricing for electric vehicle charging in deep vehicle-grid integration system," Energy Economics, Elsevier, vol. 138(C).
    11. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 522-528, June.
    12. Zhong, Qing & Tong, Daoqin, 2020. "Spatial layout optimization for solar photovoltaic (PV) panel installation," Renewable Energy, Elsevier, vol. 150(C), pages 1-11.
    13. Gulzari, Adeela & Wang, Yuchen & Prybutok, Victor, 2022. "A green experience with eco-friendly cars: A young consumer electric vehicle rental behavioral model," Journal of Retailing and Consumer Services, Elsevier, vol. 65(C).
    14. Abdelfattah, Wael & Abdelhamid, Ahmed Sayed & Hasanien, Hany M. & Rashad, Basem Abd-Elhamed, 2024. "Smart vehicle-to-grid integration strategy for enhancing distribution system performance and electric vehicle profitability," Energy, Elsevier, vol. 302(C).
    15. Geske, Joachim & Schumann, Diana, 2018. "Willing to participate in vehicle-to-grid (V2G)? Why not!," Energy Policy, Elsevier, vol. 120(C), pages 392-401.
    16. José María Martín Martín & Jose Manuel Guaita Martínez & Valentín Molina Moreno & Antonio Sartal Rodríguez, 2019. "An Analysis of the Tourist Mobility in the Island of Lanzarote: Car Rental Versus More Sustainable Transportation Alternatives," Sustainability, MDPI, vol. 11(3), pages 1-17, January.
    17. Sens, Lucas & Neuling, Ulf & Kaltschmitt, Martin, 2022. "Capital expenditure and levelized cost of electricity of photovoltaic plants and wind turbines – Development by 2050," Renewable Energy, Elsevier, vol. 185(C), pages 525-537.
    18. Harold W. Kuhn & Albert W. Tucker, 2014. "Nonlinear Programming," Springer Books, in: Giorgio Giorgi & Tinne Hoff Kjeldsen (ed.), Traces and Emergence of Nonlinear Programming, edition 127, pages 247-258, Springer.
    19. Yu, Qing & Wang, Zhen & Song, Yancun & Shen, Xinwei & Zhang, Haoran, 2024. "Potential and flexibility analysis of electric taxi fleets V2G system based on trajectory data and agent-based modeling," Applied Energy, Elsevier, vol. 355(C).
    20. Yun, Sujin & Woo, JongRoul & Kwak, Kyuil, 2025. "Unlocking peak shaving: How EV driver heterogeneity shapes V2G potential," Energy, Elsevier, vol. 329(C).
    21. Kim, Hyunjung & Kim, Dae-Wook & Kim, Man-Keun, 2022. "Economics of charging infrastructure for electric vehicles in Korea," Energy Policy, Elsevier, vol. 164(C).
    22. Wu, Wei & Lin, Boqiang, 2021. "Benefits of electric vehicles integrating into power grid," Energy, Elsevier, vol. 224(C).
    23. Moon-Jong Jang & Taehoon Kim & Eunsung Oh, 2023. "Data-Driven Modeling of Vehicle-to-Grid Flexibility in Korea," Sustainability, MDPI, vol. 15(10), pages 1-16, May.
    24. Harold W. Kuhn, 2014. "Nonlinear Programming: A Historical View," Springer Books, in: Giorgio Giorgi & Tinne Hoff Kjeldsen (ed.), Traces and Emergence of Nonlinear Programming, edition 127, pages 393-414, Springer.
    25. Parsons, George R. & Hidrue, Michael K. & Kempton, Willett & Gardner, Meryl P., 2014. "Willingness to pay for vehicle-to-grid (V2G) electric vehicles and their contract terms," Energy Economics, Elsevier, vol. 42(C), pages 313-324.
    26. Manfred Lenzen & Ya-Yen Sun & Futu Faturay & Yuan-Peng Ting & Arne Geschke & Arunima Malik, 2018. "Author Correction: The carbon footprint of global tourism," Nature Climate Change, Nature, vol. 8(6), pages 544-544, June.
    27. Shin, Hansol & Kim, Wook, 2023. "Comparison of the centralized and decentralized environmentally constrained economic dispatch methods of coal-fired generators: A case study for South Korea," Energy, Elsevier, vol. 275(C).
    28. Lee, Wonjong & Woo, JongRoul & Kim, Yong-gun & Koo, Yoonmo, 2024. "Vehicle-to-grid as a competitive alternative to energy storage in a renewable-dominant power system: An integrated approach considering both electric vehicle drivers' willingness and effectiveness," Energy, Elsevier, vol. 310(C).
    29. Kwag, Kyuhyeong & Shin, Hansol & Oh, Hyobin & Yun, Sangmin & Kim, Tae Hyun & Hwang, Pyeong-Ik & Kim, Wook, 2023. "Bilevel programming approach for the quantitative analysis of renewable portfolio standards considering the electricity market," Energy, Elsevier, vol. 263(PD).
    30. Yang, YeHa & Yang, SoYoung & Moon, HyungBin & Woo, JongRoul, 2024. "Analyzing heterogeneous electric vehicle charging preferences for strategic time-of-use tariff design and infrastructure development: A latent class approach," Applied Energy, Elsevier, vol. 374(C).
    31. Li, Dong & Pang, Zhan, 2017. "Dynamic booking control for car rental revenue management: A decomposition approach," European Journal of Operational Research, Elsevier, vol. 256(3), pages 850-867.
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