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Steering the energy transition in a world of intermittent electricity supply: Optimal subsidies and taxes for renewables and storage

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  • Helm, Carsten
  • Mier, Mathias

Abstract

Spurred by substantial subsidies, renewable energies have reduced their costs and captured a steadily growing market share. However, the variability of solar and wind power leads to new challenges for power systems. Policy instruments for steering the energy transition towards a zero-carbon future must account for this. We consider an economy in which competitive firms use pollutive fossils, intermittent renewables, and storage for electricity production. A Pigouvian tax is still efficient, because price fluctuations that result from intermittent renewables provide sufficient incentives to invest in storage capacities. However, governments have proved reluctant to impose carbon taxes. Therefore, we examine second-best subsidies when carbon pricing is imperfect. The optimal subsidy rate for renewables decreases as electricity production becomes less reliant on fossils. The storage subsidy is usually negative as long as fossils are dispatched while filling the storage, but turns positive thereafter. This is because more storage capacity reduces the price when stored electricity is supplied to the market, but raises it when storage adds to demand. This has countervailing effects on firms’ incentives to invest in fossil capacities. A numerical simulation illustrates that substantial subsidy payments are required even after fossils have been completely driven out of the market.

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  • Helm, Carsten & Mier, Mathias, 2021. "Steering the energy transition in a world of intermittent electricity supply: Optimal subsidies and taxes for renewables and storage," Journal of Environmental Economics and Management, Elsevier, vol. 109(C).
  • Handle: RePEc:eee:jeeman:v:109:y:2021:i:c:s0095069621000711
    DOI: 10.1016/j.jeem.2021.102497
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    1. Newbery, D M G & Stiglitz, J E, 1979. "The Theory of Commodity Price Stabilisation Rules: Welfare Impacts and Supply Responses," Economic Journal, Royal Economic Society, vol. 89(356), pages 799-817, December.
    2. Frederick Van Der Ploeg & Cees Withagen, 2014. "Growth, Renewables, And The Optimal Carbon Tax," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55(1), pages 283-311, February.
    3. Daron Acemoglu & Philippe Aghion & Leonardo Bursztyn & David Hemous, 2012. "The Environment and Directed Technical Change," American Economic Review, American Economic Association, vol. 102(1), pages 131-166, February.
    4. Ambec, Stefan & Crampes, Claude, 2012. "Electricity provision with intermittent sources of energy," Resource and Energy Economics, Elsevier, vol. 34(3), pages 319-336.
    5. Aude Pommeret & Katheline Schubert, 2019. "Energy Transition with Variable and Intermittent Renewable Electricity Generation," CESifo Working Paper Series 7442, CESifo.
    6. Lancker, Kira & Quaas, Martin F., 2019. "Increasing marginal costs and the efficiency of differentiated feed-in tariffs," Energy Economics, Elsevier, vol. 83(C), pages 104-118.
    7. Mar Reguant, 2019. "The Efficiency and Sectoral Distributional Impacts of Large-Scale Renewable Energy Policies," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(S1), pages 129-168.
    8. Horsley, Anthony & Wrobel, Andrew J., 2002. "Efficiency rents of pumped-storage plants and their uses for operation and investment decisions," Journal of Economic Dynamics and Control, Elsevier, vol. 27(1), pages 109-142, November.
    9. Andreas Schröder & Friedrich Kunz & Jan Meiss & Roman Mendelevitch & Christian von Hirschhausen, 2013. "Current and Prospective Costs of Electricity Generation until 2050," Data Documentation 68, DIW Berlin, German Institute for Economic Research.
    10. Eichner, Thomas & Runkel, Marco, 2014. "Subsidizing renewable energy under capital mobility," Journal of Public Economics, Elsevier, vol. 117(C), pages 50-59.
    11. Zerrahn, Alexander & Schill, Wolf-Peter & Kemfert, Claudia, 2018. "On the economics of electrical storage for variable renewable energy sources," European Economic Review, Elsevier, vol. 108(C), pages 259-279.
    12. Brian D. Wright & Jeffrey C. Williams, 1984. "The Welfare Effects of the Introduction of Storage," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 99(1), pages 169-192.
    13. Steffen, Bjarne & Weber, Christoph, 2016. "Optimal operation of pumped-hydro storage plants with continuous time-varying power prices," European Journal of Operational Research, Elsevier, vol. 252(1), pages 308-321.
    14. Geoffrey Heal, 2016. "Notes on the Economics of Energy Storage," NBER Working Papers 22752, National Bureau of Economic Research, Inc.
    15. Parry, Ian W H & Pizer, William A & Fischer, Carolyn, 2003. "How Large Are the Welfare Gains from Technological Innovation Induced by Environmental Policies?," Journal of Regulatory Economics, Springer, vol. 23(3), pages 237-255, May.
    16. Stephen P. Holland & Erin T. Mansur & Nicholas Z. Muller & Andrew J. Yates, 2016. "Are There Environmental Benefits from Driving Electric Vehicles? The Importance of Local Factors," American Economic Review, American Economic Association, vol. 106(12), pages 3700-3729, December.
    17. Abrell, Jan & Rausch, Sebastian & Streitberger, Clemens, 2019. "The economics of renewable energy support," Journal of Public Economics, Elsevier, vol. 176(C), pages 94-117.
    18. Sinn, Hans-Werner, 2017. "Buffering volatility: A study on the limits of Germany's energy revolution," European Economic Review, Elsevier, vol. 99(C), pages 130-150.
    19. Derek Lemoine & Ivan Rudik, 2017. "Steering the Climate System: Using Inertia to Lower the Cost of Policy," American Economic Review, American Economic Association, vol. 107(10), pages 2947-2957, October.
    20. Severin Borenstein & Stephen Holland, 2005. "On the Efficiency of Competitive Electricity Markets with Time-Invariant Retail Prices," RAND Journal of Economics, The RAND Corporation, vol. 36(3), pages 469-493, Autumn.
    21. Helm, Carsten & Mier, Mathias, 2019. "On the efficient market diffusion of intermittent renewable energies," Energy Economics, Elsevier, vol. 80(C), pages 812-830.
    22. Gugler, Klaus & Haxhimusa, Adhurim & Liebensteiner, Mario, 2021. "Effectiveness of climate policies: Carbon pricing vs. subsidizing renewables," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    23. Katrina Jessoe & David Rapson, 2014. "Knowledge Is (Less) Power: Experimental Evidence from Residential Energy Use," American Economic Review, American Economic Association, vol. 104(4), pages 1417-1438, April.
    24. Fell, Harrison & Linn, Joshua, 2013. "Renewable electricity policies, heterogeneity, and cost effectiveness," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 688-707.
    25. Brouwer, Anne Sjoerd & van den Broek, Machteld & Zappa, William & Turkenburg, Wim C. & Faaij, André, 2016. "Least-cost options for integrating intermittent renewables in low-carbon power systems," Applied Energy, Elsevier, vol. 161(C), pages 48-74.
    26. Carolyn Fischer & Louis Preonas & Richard G. Newell, 2017. "Environmental and Technology Policy Options in the Electricity Sector: Are We Deploying Too Many?," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(4), pages 959-984.
    27. Olivier De Groote & Frank Verboven, 2019. "Subsidies and Time Discounting in New Technology Adoption: Evidence from Solar Photovoltaic Systems," American Economic Review, American Economic Association, vol. 109(6), pages 2137-2172, June.
    28. Jarke, Johannes & Perino, Grischa, 2017. "Do renewable energy policies reduce carbon emissions? On caps and inter-industry leakage," Journal of Environmental Economics and Management, Elsevier, vol. 84(C), pages 102-124.
    29. Björn Nykvist & Måns Nilsson, 2015. "Rapidly falling costs of battery packs for electric vehicles," Nature Climate Change, Nature, vol. 5(4), pages 329-332, April.
    30. Steffen, Bjarne & Weber, Christoph, 2013. "Efficient storage capacity in power systems with thermal and renewable generation," Energy Economics, Elsevier, vol. 36(C), pages 556-567.
    31. Paul L. Joskow & Catherine D. Wolfram, 2012. "Dynamic Pricing of Electricity," American Economic Review, American Economic Association, vol. 102(3), pages 381-385, May.
    32. O. Schmidt & A. Hawkes & A. Gambhir & I. Staffell, 2017. "The future cost of electrical energy storage based on experience rates," Nature Energy, Nature, vol. 2(8), pages 1-8, August.
    33. Noah Kittner & Felix Lill & Daniel M. Kammen, 2017. "Energy storage deployment and innovation for the clean energy transition," Nature Energy, Nature, vol. 2(9), pages 1-6, September.
    34. Pankaj Ghemawat & A. Michael Spence, 1985. "Learning Curve Spillovers and Market Performance," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(Supplemen), pages 839-852.
    35. Paul L. Joskow, 2011. "Comparing the Costs of Intermittent and Dispatchable Electricity Generating Technologies," American Economic Review, American Economic Association, vol. 101(3), pages 238-241, May.
    36. Stefan Ambec & Claude Crampes, 2019. "Decarbonizing Electricity Generation with Intermittent Sources of Energy," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 6(6), pages 1105-1134.
    37. Matti Liski & Iivo Vehviläinen, 2020. "Gone with the Wind? An Empirical Analysis of the Equilibrium Impact of Renewable Energy," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(5), pages 873-900.
    38. Carson, Richard T. & Novan, Kevin, 2013. "The private and social economics of bulk electricity storage," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 404-423.
    39. Gravelle, H S E, 1976. "The Peak Load Problem with Feasible Storage," Economic Journal, Royal Economic Society, vol. 86(342), pages 256-277, June.
    40. Fredriksson, Per G., 1997. "The Political Economy of Pollution Taxes in a Small Open Economy," Journal of Environmental Economics and Management, Elsevier, vol. 33(1), pages 44-58, May.
    41. Durmaz, Tunc, 2014. "Energy Storage and Renewable Energy," Discussion Paper Series in Economics 18/2014, Norwegian School of Economics, Department of Economics.
    42. Gautam Gowrisankaran & Stanley S. Reynolds & Mario Samano, 2016. "Intermittency and the Value of Renewable Energy," Journal of Political Economy, University of Chicago Press, vol. 124(4), pages 1187-1234.
    43. Crampes, Claude & Moreaux, Michel, 2010. "Pumped storage and cost saving," Energy Economics, Elsevier, vol. 32(2), pages 325-333, March.
    44. Reichenbach, Johanna & Requate, Till, 2012. "Subsidies for renewable energies in the presence of learning effects and market power," Resource and Energy Economics, Elsevier, vol. 34(2), pages 236-254.
    45. Fabio Antoniou & Roland Strausz, 2017. "Feed-in Subsidies, Taxation, and Inefficient Entry," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 67(4), pages 925-940, August.
    46. Lawrence H. Goulder & Ian W. H. Parry, 2008. "Instrument Choice in Environmental Policy," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 2(2), pages 152-174, Summer.
    47. Frederick Ploeg & Cees Withagen, 2014. "Growth, Renewables, And The Optimal Carbon Tax," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 55, pages 283-311, February.
    48. Andor, Mark & Voss, Achim, 2016. "Optimal renewable-energy promotion: Capacity subsidies vs. generation subsidies," Resource and Energy Economics, Elsevier, vol. 45(C), pages 144-158.
    49. Mikhail Golosov & John Hassler & Per Krusell & Aleh Tsyvinski, 2014. "Optimal Taxes on Fossil Fuel in General Equilibrium," Econometrica, Econometric Society, vol. 82(1), pages 41-88, January.
    50. Després, Jacques & Mima, Silvana & Kitous, Alban & Criqui, Patrick & Hadjsaid, Nouredine & Noirot, Isabelle, 2017. "Storage as a flexibility option in power systems with high shares of variable renewable energy sources: a POLES-based analysis," Energy Economics, Elsevier, vol. 64(C), pages 638-650.
    51. A. Mitchell Polinsky, 1979. "Notes on the Symmetry of Taxes and Subsidies in Pollution Control," Canadian Journal of Economics, Canadian Economics Association, vol. 12(1), pages 75-83, February.
    52. Requate, Till & Unold, Wolfram, 2003. "Environmental policy incentives to adopt advanced abatement technology:: Will the true ranking please stand up?," European Economic Review, Elsevier, vol. 47(1), pages 125-146, February.
    53. Iversen, Emil B. & Morales, Juan M. & Møller, Jan K. & Madsen, Henrik, 2016. "Short-term probabilistic forecasting of wind speed using stochastic differential equations," International Journal of Forecasting, Elsevier, vol. 32(3), pages 981-990.
    54. Abrell, Jan & Kosch, Mirjam & Rausch, Sebastian, 2019. "Carbon abatement with renewables: Evaluating wind and solar subsidies in Germany and Spain," Journal of Public Economics, Elsevier, vol. 169(C), pages 172-202.
    55. Crampes, C. & Moreaux, M., 2001. "Water resource and power generation," International Journal of Industrial Organization, Elsevier, vol. 19(6), pages 975-997, May.
    56. Milliman, Scott R. & Prince, Raymond, 1989. "Firm incentives to promote technological change in pollution control," Journal of Environmental Economics and Management, Elsevier, vol. 17(3), pages 247-265, November.
    57. Ahmad Faruqui & Sanem Sergici, 2010. "Household response to dynamic pricing of electricity: a survey of 15 experiments," Journal of Regulatory Economics, Springer, vol. 38(2), pages 193-225, October.
    58. H.S.E. Gravelle, 1976. "Notes on the Peak Load Problem with Feasible Storage," Working Papers 39, Queen Mary University of London, School of Economics and Finance.
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    More about this item

    Keywords

    Intermittent renewable energies; Electricity storage; Carbon externality; Subsidies; Peak-load pricing; Optimal control;
    All these keywords.

    JEL classification:

    • H23 - Public Economics - - Taxation, Subsidies, and Revenue - - - Externalities; Redistributive Effects; Environmental Taxes and Subsidies
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • Q58 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Government Policy
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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