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Effects of electric vehicles on the spot market price

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  • Hanemann, Philipp
  • Bruckner, Thomas

Abstract

In this paper we investigate the impact of different electric vehicle charging strategies on spot market power prices for the case of Germany. We also provide a detailed analysis of uncertainties resulting from vehicle-to-grid (V2G), the most flexible charging option. Since the integration of renewable energy sources requires flexibility, we compare V2G with two competing systemic flexibility options provided by highly flexible power plants and resulting from EU high voltage grid expansion, respectively. In all cases we find that V2G has by far the most significant impact on prices, mainly smoothing them, while reducing, for example, the surplus electricity from renewable energy sources. V2G also has the strongest influence on prices compared to the systemic flexibility options of more flexible power plants or network expansion. In addition, we show that it is important to take the structural difference between working days and weekends into account. Especially on weekend days, which are usually characterized by low power demand, V2G raises power prices the most. Finally, the price effects are accompanied by a saturation effect, which is already noticeable in the German case at two million vehicles.

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  • Hanemann, Philipp & Bruckner, Thomas, 2018. "Effects of electric vehicles on the spot market price," Energy, Elsevier, vol. 162(C), pages 255-266.
    • Handle: RePEc:eee:energy:v:162:y:2018:i:c:p:255-266
    DOI: 10.1016/j.energy.2018.07.180
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    1. O'Neill, Richard P. & Sotkiewicz, Paul M. & Hobbs, Benjamin F. & Rothkopf, Michael H. & Stewart, William R., 2005. "Efficient market-clearing prices in markets with nonconvexities," European Journal of Operational Research, Elsevier, vol. 164(1), pages 269-285, July.
    2. Wolf-Peter, Schill, 2011. "Electric vehicles in imperfect electricity markets: The case of Germany," Energy Policy, Elsevier, vol. 39(10), pages 6178-6189, October.
    3. Böttger, Diana & Götz, Mario & Theofilidi, Myrto & Bruckner, Thomas, 2015. "Control power provision with power-to-heat plants in systems with high shares of renewable energy sources – An illustrative analysis for Germany based on the use of electric boilers in district heatin," Energy, Elsevier, vol. 82(C), pages 157-167.
    4. Harris, Chioke B. & Webber, Michael E., 2014. "An empirically-validated methodology to simulate electricity demand for electric vehicle charging," Applied Energy, Elsevier, vol. 126(C), pages 172-181.
    5. Weis, Allison & Jaramillo, Paulina & Michalek, Jeremy, 2014. "Estimating the potential of controlled plug-in hybrid electric vehicle charging to reduce operational and capacity expansion costs for electric power systems with high wind penetration," Applied Energy, Elsevier, vol. 115(C), pages 190-204.
    6. Wolf-Peter, Schill, 2011. "Electric vehicles in imperfect electricity markets: The case of Germany," Energy Policy, Elsevier, vol. 39(10), pages 6178-6189, October.
    7. Schill, Wolf-Peter & Gerbaulet, Clemens, 2015. "Power system impacts of electric vehicles in Germany: Charging with coal or renewables?," Applied Energy, Elsevier, vol. 156(C), pages 185-196.
    8. Li, Ying & Davis, Chris & Lukszo, Zofia & Weijnen, Margot, 2016. "Electric vehicle charging in China’s power system: Energy, economic and environmental trade-offs and policy implications," Applied Energy, Elsevier, vol. 173(C), pages 535-554.
    9. Razeghi, Ghazal & Samuelsen, Scott, 2016. "Impacts of plug-in electric vehicles in a balancing area," Applied Energy, Elsevier, vol. 183(C), pages 1142-1156.
    10. Hedegaard, Karsten & Ravn, Hans & Juul, Nina & Meibom, Peter, 2012. "Effects of electric vehicles on power systems in Northern Europe," Energy, Elsevier, vol. 48(1), pages 356-368.
    11. Razeghi, Ghazal & Brouwer, Jack & Samuelsen, Scott, 2016. "A spatially and temporally resolved model of the electricity grid – Economic vs environmental dispatch," Applied Energy, Elsevier, vol. 178(C), pages 540-556.
    12. Madzharov, D. & Delarue, E. & D'haeseleer, W., 2014. "Integrating electric vehicles as flexible load in unit commitment modeling," Energy, Elsevier, vol. 65(C), pages 285-294.
    13. Schill, Wolf-Peter & Niemeyer, Moritz & Zerrahn, Alexander & Diekmann, Jochen, 2016. "Bereitstellung von Regelleistung durch Elektrofahrzeuge: Modellrechnungen für Deutschland im Jahr 2035," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 40(2), pages 73-87.
    14. Genoese, Massimo & Slednev, Viktor & Fichtner, Wolf, 2016. "Analysis of drivers affecting the use of market premium for renewables in Germany," Energy Policy, Elsevier, vol. 97(C), pages 494-506.
    15. George Liberopoulos & Panagiotis Andrianesis, 2016. "Critical Review of Pricing Schemes in Markets with Non-Convex Costs," Operations Research, INFORMS, vol. 64(1), pages 17-31, February.
    16. Mehrdad Ehsani & Milad Falahi & Saeed Lotfifard, 2012. "Vehicle to Grid Services: Potential and Applications," Energies, MDPI, vol. 5(10), pages 1-15, October.
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    4. Philipp Andreas Gunkel & Claire Bergaentzl'e & Ida Gr{ae}sted Jensen & Fabian Scheller, 2020. "From passive to active: Flexibility from electric vehicles in the context of transmission system development," Papers 2011.05830, arXiv.org.
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    8. Gunkel, Philipp Andreas & Bergaentzlé, Claire & Græsted Jensen, Ida & Scheller, Fabian, 2020. "From passive to active: Flexibility from electric vehicles in the context of transmission system development," Applied Energy, Elsevier, vol. 277(C).
    9. Wu, Wei & Lin, Boqiang, 2021. "Benefits of electric vehicles integrating into power grid," Energy, Elsevier, vol. 224(C).
    10. Kucevic, Daniel & Englberger, Stefan & Sharma, Anurag & Trivedi, Anupam & Tepe, Benedikt & Schachler, Birgit & Hesse, Holger & Srinivasan, Dipti & Jossen, Andreas, 2021. "Reducing grid peak load through the coordinated control of battery energy storage systems located at electric vehicle charging parks," Applied Energy, Elsevier, vol. 295(C).
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