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Factors influencing the economic success of grid-to-vehicle and vehicle-to-grid applications—A review and meta-analysis

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  • Heilmann, C.
  • Friedl, G.

Abstract

The growing number of plug-in electric vehicles (PEVs) has resulted in increasing availability of battery storage capacities. When PEVs are idle and plugged-in, secondary applications such as energy trading, frequency and load control can use this storage capacity. The existing literature on economic benefits of such applications shows inconsistent and contradictory results. To shed light on the reasons behind these different results, this paper uses a quantitative meta-analysis to identify key drivers of the economic benefits, based on 340 cases published between 2010 and 2018. The analysis shows that the two applications load leveling and participation in the secondary frequency market provide the highest economic benefits for PEV controlled charging applications. Increased charging power and efficiency as well as bi-directional charging capability significantly improve the economic benefits even when taking battery degradation into account. These findings highlight the importance of the charging technology and the last-mile charging infrastructure. Policymakers and grid operators should focus on integrating this technology into the existing infrastructure. Automakers can draw on our results to improve the charging technology of PEVs.

Suggested Citation

  • Heilmann, C. & Friedl, G., 2021. "Factors influencing the economic success of grid-to-vehicle and vehicle-to-grid applications—A review and meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 145(C).
    • Handle: RePEc:eee:rensus:v:145:y:2021:i:c:s1364032121004020
    DOI: 10.1016/j.rser.2021.111115
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    as
    1. Noel, Lance & McCormack, Regina, 2014. "A cost benefit analysis of a V2G-capable electric school bus compared to a traditional diesel school bus," Applied Energy, Elsevier, vol. 126(C), pages 246-255.
    2. 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.
    3. Apostolaki-Iosifidou, Elpiniki & Codani, Paul & Kempton, Willett, 2017. "Measurement of power loss during electric vehicle charging and discharging," Energy, Elsevier, vol. 127(C), pages 730-742.
    4. Azadeh Shomali & Jonatan Pinkse, 2016. "The consequences of smart grids for the business model of electricity firms," Post-Print hal-02022695, HAL.
    5. Gerald Broneske & David Wozabal, 2017. "How Do Contract Parameters Influence the Economics of Vehicle-to-Grid?," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 150-164, February.
    6. 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.
    7. Andersson, S.-L. & Elofsson, A.K. & Galus, M.D. & Göransson, L. & Karlsson, S. & Johnsson, F. & Andersson, G., 2010. "Plug-in hybrid electric vehicles as regulating power providers: Case studies of Sweden and Germany," Energy Policy, Elsevier, vol. 38(6), pages 2751-2762, June.
    8. Drury, Easan & Denholm, Paul & Sioshansi, Ramteen, 2011. "The value of compressed air energy storage in energy and reserve markets," Energy, Elsevier, vol. 36(8), pages 4959-4973.
    9. Jargstorf, Johannes & Wickert, Manuel, 2013. "Offer of secondary reserve with a pool of electric vehicles on the German market," Energy Policy, Elsevier, vol. 62(C), pages 185-195.
    10. DeForest, Nicholas & MacDonald, Jason S. & Black, Douglas R., 2018. "Day ahead optimization of an electric vehicle fleet providing ancillary services in the Los Angeles Air Force Base vehicle-to-grid demonstration," Applied Energy, Elsevier, vol. 210(C), pages 987-1001.
    11. 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.
    12. Shang, Duo (Rick) & Sun, Guodong, 2016. "Electricity-price arbitrage with plug-in hybrid electric vehicle: Gain or loss?," Energy Policy, Elsevier, vol. 95(C), pages 402-410.
    13. Ramteen Sioshansi & Paul Denholm, 2010. "The Value of Plug-In Hybrid Electric Vehicles as Grid Resources," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3), pages 1-24.
    14. Loisel, Rodica & Pasaoglu, Guzay & Thiel, Christian, 2014. "Large-scale deployment of electric vehicles in Germany by 2030: An analysis of grid-to-vehicle and vehicle-to-grid concepts," Energy Policy, Elsevier, vol. 65(C), pages 432-443.
    15. Bishop, Justin D.K. & Axon, Colin J. & Bonilla, David & Banister, David, 2016. "Estimating the grid payments necessary to compensate additional costs to prospective electric vehicle owners who provide vehicle-to-grid ancillary services," Energy, Elsevier, vol. 94(C), pages 715-727.
    16. Niesten, Eva & Alkemade, Floortje, 2016. "How is value created and captured in smart grids? A review of the literature and an analysis of pilot projects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 629-638.
    17. Hu, Junjie & Morais, Hugo & Sousa, Tiago & Lind, Morten, 2016. "Electric vehicle fleet management in smart grids: A review of services, optimization and control aspects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 56(C), pages 1207-1226.
    18. Kempton, Willett & Tomic, Jasna & Letendre, Steven & Brooks, Alec & Lipman, Timothy, 2001. "Vehicle-to-Grid Power: Battery, Hybrid, and Fuel Cell Vehicles as Resources for Distributed Electric Power in California," Institute of Transportation Studies, Working Paper Series qt0qp6s4mb, Institute of Transportation Studies, UC Davis.
    19. Mwasilu, Francis & Justo, Jackson John & Kim, Eun-Kyung & Do, Ton Duc & Jung, Jin-Woo, 2014. "Electric vehicles and smart grid interaction: A review on vehicle to grid and renewable energy sources integration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 34(C), pages 501-516.
    20. Shirazi, Yosef & Carr, Edward & Knapp, Lauren, 2015. "A cost-benefit analysis of alternatively fueled buses with special considerations for V2G technology," Energy Policy, Elsevier, vol. 87(C), pages 591-603.
    21. Gerald Broneske & David Wozabal, 2017. "How Do Contract Parameters Influence the Economics of Vehicle-to-Grid?," Manufacturing & Service Operations Management, INFORMS, vol. 19(1), pages 150-164, February.
    22. Huang, Shoujun & Yang, Jun & Li, Shanjun, 2017. "Black-Scholes option pricing strategy and risk-averse coordination for designing vehicle-to-grid reserve contracts," Energy, Elsevier, vol. 137(C), pages 325-335.
    23. Peng, Minghong & Liu, Lian & Jiang, Chuanwen, 2012. "A review on the economic dispatch and risk management of the large-scale plug-in electric vehicles (PHEVs)-penetrated power systems," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(3), pages 1508-1515.
    24. Shafie-khah, M. & Neyestani, N. & Damavandi, M.Y. & Gil, F.A.S. & Catalão, J.P.S., 2016. "Economic and technical aspects of plug-in electric vehicles in electricity markets," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1168-1177.
    25. Feyijimi Adegbohun & Annette von Jouanne & Kwang Y. Lee, 2019. "Autonomous Battery Swapping System and Methodologies of Electric Vehicles," Energies, MDPI, vol. 12(4), pages 1-14, February.
    26. Gough, Rebecca & Dickerson, Charles & Rowley, Paul & Walsh, Chris, 2017. "Vehicle-to-grid feasibility: A techno-economic analysis of EV-based energy storage," Applied Energy, Elsevier, vol. 192(C), pages 12-23.
    27. Hoogvliet, T.W. & Litjens, G.B.M.A. & van Sark, W.G.J.H.M., 2017. "Provision of regulating- and reserve power by electric vehicle owners in the Dutch market," Applied Energy, Elsevier, vol. 190(C), pages 1008-1019.
    28. García-Villalobos, J. & Zamora, I. & San Martín, J.I. & Asensio, F.J. & Aperribay, V., 2014. "Plug-in electric vehicles in electric distribution networks: A review of smart charging approaches," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 717-731.
    29. 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.
    30. 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.
    31. Mullan, Jonathan & Harries, David & Bräunl, Thomas & Whitely, Stephen, 2012. "The technical, economic and commercial viability of the vehicle-to-grid concept," Energy Policy, Elsevier, vol. 48(C), pages 394-406.
    32. Kempton, Willett & Tomic, Jasna & Letendre, Steven & Brooks, Alec & Lipman, Timothy, 2001. "Vehicle-to-Grid Power: Battery, Hybrid, and Fuel Cell Vehicles as Resources for Distributed Electric Power in California," Institute of Transportation Studies, Working Paper Series qt5cc9g0jp, Institute of Transportation Studies, UC Davis.
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    2. Pastore, Lorenzo Mario & Lo Basso, Gianluigi & Ricciardi, Guido & de Santoli, Livio, 2023. "Smart energy systems for renewable energy communities: A comparative analysis of power-to-X strategies for improving energy self-consumption," Energy, Elsevier, vol. 280(C).

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