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Revenue and risk of variable renewable electricity investment: The cannibalization effect under high market penetration

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  • Reichenberg, L.
  • Ekholm, T.
  • Boomsma, T.

Abstract

Wind and solar power depress market prices at times when they produce the most. This has been termed the ‘cannibalization effect’, and its magnitude has been established within the economic literature on current and future markets. Although it has a substantial impact on the revenue of VRE technologies, the cannibalization effect is neglected in the capital budgeting literature, including portfolio- and real options theory. In this paper, we present an analytical framework that explicitly models the correlation between VRE production and electricity price, based on the production costs of surrounding generation capacity. We derive closed-form expressions for the expected short-term and long-term revenue, the variance of the revenue and the timing of investments. The effect of including these system characteristics is illustrated with numerical examples, where we find the cannibalization effect to decrease projected profit relative to investment cost from 33% to between 13% and −40%, depending on the assumption for the future VRE capacity expansion rate. Using a real options framework, the investment threshold increases by between 13% and 67%, due to the inclusion of cannibalization.

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  • Reichenberg, L. & Ekholm, T. & Boomsma, T., 2023. "Revenue and risk of variable renewable electricity investment: The cannibalization effect under high market penetration," Energy, Elsevier, vol. 284(C).
  • Handle: RePEc:eee:energy:v:284:y:2023:i:c:s0360544223018133
    DOI: 10.1016/j.energy.2023.128419
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    1. Lion Hirth, 2013. "The Market Value of Variable Renewables. The Effect of Solar and Wind Power Variability on their Relative Price," RSCAS Working Papers 2013/36, European University Institute.
    2. Kumbaroglu, Gürkan & Madlener, Reinhard & Demirel, Mustafa, 2008. "A real options evaluation model for the diffusion prospects of new renewable power generation technologies," Energy Economics, Elsevier, vol. 30(4), pages 1882-1908, July.
    3. Christian Flachsland & Michael Pahle & Dallas Burtraw & Ottmar Edenhofer & Milan Elkerbout & Carolyn Fischer & Oliver Tietjen & Lars Zetterberg, 2020. "How to avoid history repeating itself: the case for an EU Emissions Trading System (EU ETS) price floor revisited," Climate Policy, Taylor & Francis Journals, vol. 20(1), pages 133-142, January.
    4. Harry Markowitz, 1952. "Portfolio Selection," Journal of Finance, American Finance Association, vol. 7(1), pages 77-91, March.
    5. Kitzing, Lena, 2014. "Risk implications of renewable support instruments: Comparative analysis of feed-in tariffs and premiums using a mean–variance approach," Energy, Elsevier, vol. 64(C), pages 495-505.
    6. Peña, Juan Ignacio & Rodríguez, Rosa & Mayoral, Silvia, 2022. "Cannibalization, depredation, and market remuneration of power plants," Energy Policy, Elsevier, vol. 167(C).
    7. Roger Adkins & Dean Paxson, 2016. "Subsidies for Renewable Energy Facilities under Uncertainty," Manchester School, University of Manchester, vol. 84(2), pages 222-250, March.
    8. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    9. Javier López Prol & Wolf-Peter Schill, 2021. "The Economics of Variable Renewable Energy and Electricity Storage," Annual Review of Resource Economics, Annual Reviews, vol. 13(1), pages 443-467, October.
    10. Ritzenhofen, Ingmar & Spinler, Stefan, 2016. "Optimal design of feed-in-tariffs to stimulate renewable energy investments under regulatory uncertainty — A real options analysis," Energy Economics, Elsevier, vol. 53(C), pages 76-89.
    11. Winkler, Jenny & Pudlik, Martin & Ragwitz, Mario & Pfluger, Benjamin, 2016. "The market value of renewable electricity – Which factors really matter?," Applied Energy, Elsevier, vol. 184(C), pages 464-481.
    12. Yang, Ming & Blyth, William & Bradley, Richard & Bunn, Derek & Clarke, Charlie & Wilson, Tom, 2008. "Evaluating the power investment options with uncertainty in climate policy," Energy Economics, Elsevier, vol. 30(4), pages 1933-1950, July.
    13. Pindyck, Robert S, 1988. "Irreversible Investment, Capacity Choice, and the Value of the Firm," American Economic Review, American Economic Association, vol. 78(5), pages 969-985, December.
    14. Ekholm, Tommi & Soimakallio, Sampo & Moltmann, Sara & Höhne, Niklas & Syri, Sanna & Savolainen, Ilkka, 2010. "Effort sharing in ambitious, global climate change mitigation scenarios," Energy Policy, Elsevier, vol. 38(4), pages 1797-1810, April.
    15. Metcalf, Gilbert E. & Hassett, Kevin A., 1995. "Investment under alternative return assumptions Comparing random walks and mean reversion," Journal of Economic Dynamics and Control, Elsevier, vol. 19(8), pages 1471-1488, November.
    16. Khoshrou, Abdolrahman & Dorsman, André B. & Pauwels, Eric J., 2019. "The evolution of electricity price on the German day-ahead market before and after the energy switch," Renewable Energy, Elsevier, vol. 134(C), pages 1-13.
    17. Fleten, S.-E. & Maribu, K.M. & Wangensteen, I., 2007. "Optimal investment strategies in decentralized renewable power generation under uncertainty," Energy, Elsevier, vol. 32(5), pages 803-815.
    18. Tommi Ekholm and Vilma Virasjoki, 2020. "Pricing and Competition with 100% Variable Renewable Energy and Storage," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    19. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    20. Pringles, Rolando & Olsina, Fernando & Garcés, Francisco, 2015. "Real option valuation of power transmission investments by stochastic simulation," Energy Economics, Elsevier, vol. 47(C), pages 215-226.
    21. GAHUNGU, Joachim & SMEERS, Yves, 2009. "Multi-assets real options," LIDAM Discussion Papers CORE 2009051, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    22. Boomsma, Trine Krogh & Meade, Nigel & Fleten, Stein-Erik, 2012. "Renewable energy investments under different support schemes: A real options approach," European Journal of Operational Research, Elsevier, vol. 220(1), pages 225-237.
    23. Bigerna, Simona & Wen, Xingang & Hagspiel, Verena & Kort, Peter M., 2019. "Green electricity investments: Environmental target and the optimal subsidy," European Journal of Operational Research, Elsevier, vol. 279(2), pages 635-644.
    24. Adkins, Roger & Paxson, Dean, 2011. "Renewing Assets with Uncertain Revenues and Operating Costs," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(3), pages 785-813, June.
    25. Lamont, Alan D., 2008. "Assessing the long-term system value of intermittent electric generation technologies," Energy Economics, Elsevier, vol. 30(3), pages 1208-1231, May.
    26. Mills, Andrew D. & Wiser, Ryan H., 2015. "Strategies to mitigate declines in the economic value of wind and solar at high penetration in California," Applied Energy, Elsevier, vol. 147(C), pages 269-278.
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