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How aggregate electricity demand responds to hourly wholesale price fluctuations

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  • Hirth, Lion
  • Khanna, Tarun M.
  • Ruhnau, Oliver

Abstract

Electricity needs to be consumed at the very moment of production, leading wholesale prices to fluctuate widely at (sub-)hourly time scales. This article investigates the response of aggregate electricity demand to such price variations. Using wind energy as an instrument, we estimate a significant and robust short-term price elasticity of about −0.05 in Germany and attribute this to industrial consumers. As the share of consumption that is exposed to real-time prices (currently less than 25%) expands, we expect the aggregated price elasticity to grow.

Suggested Citation

  • Hirth, Lion & Khanna, Tarun M. & Ruhnau, Oliver, 2024. "How aggregate electricity demand responds to hourly wholesale price fluctuations," Energy Economics, Elsevier, vol. 135(C).
  • Handle: RePEc:eee:eneeco:v:135:y:2024:i:c:s0140988324003608
    DOI: 10.1016/j.eneco.2024.107652
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    1. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    2. Labandeira, Xavier & Labeaga, José M. & López-Otero, Xiral, 2017. "A meta-analysis on the price elasticity of energy demand," Energy Policy, Elsevier, vol. 102(C), pages 549-568.
    3. Hopper, Nicole & Goldman, Charles & Bharvirkar, Ranjit & Neenan, Bernie, 2006. "Customer response to day-ahead market hourly pricing: Choices and performance," Utilities Policy, Elsevier, vol. 14(2), pages 126-134, June.
    4. Oliver Ruhnau & Clemens Stiewe & Jarusch Muessel & Lion Hirth, 2023. "Natural gas savings in Germany during the 2022 energy crisis," Nature Energy, Nature, vol. 8(6), pages 621-628, June.
    5. 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.
    6. Robert H. Patrick & Frank A. Wolak, 2001. "Estimating the Customer-Level Demand for Electricity Under Real-Time Market Prices," NBER Working Papers 8213, National Bureau of Economic Research, Inc.
    7. Wai Choi & Anindya Sen & Adam White, 2011. "Response of industrial customers to hourly pricing in Ontario’s deregulated electricity market," Journal of Regulatory Economics, Springer, vol. 40(3), pages 303-323, December.
    8. Thomas Taylor & Peter Schwarz & James Cochell, 2005. "24/7 Hourly Response to Electricity Real-Time Pricing with up to Eight Summers of Experience," Journal of Regulatory Economics, Springer, vol. 27(3), pages 235-262, January.
    9. Kathryn Graddy, 2006. "Markets: The Fulton Fish Market," Journal of Economic Perspectives, American Economic Association, vol. 20(2), pages 207-220, Spring.
    10. Severin Borenstein & James Bushnell & Christopher R. Knittel, 1999. "Market Power in Electricity Markets: Beyond Concentration Measures," The Energy Journal, , vol. 20(4), pages 65-88, October.
    11. Hans van Kippersluis & Cornelius A. Rietveld, 2018. "Beyond plausibly exogenous," Econometrics Journal, Royal Economic Society, vol. 21(3), pages 316-331, October.
    12. Severin Borenstein & James Bushnell & Christopher R. Knittel, 1999. "Market Power in Electricity Markets: Beyond Concentration Measures," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4), pages 65-88.
    13. Abrell, Jan & Rausch, Sebastian & Streitberger, Clemens, 2019. "The economics of renewable energy support," Journal of Public Economics, Elsevier, vol. 176(C), pages 94-117.
    14. 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.
    15. Natalia Fabra & David Rapson & Mar Reguant & Jingyuan Wang, 2021. "Estimating the Elasticity to Real-Time Pricing: Evidence from the Spanish Electricity Market," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 425-429, May.
    16. Ruhnau, Oliver, 2022. "How flexible electricity demand stabilizes wind and solar market values: The case of hydrogen electrolyzers," Applied Energy, Elsevier, vol. 307(C).
    17. Massimo, Filippini, 2011. "Short- and long-run time-of-use price elasticities in Swiss residential electricity demand," Energy Policy, Elsevier, vol. 39(10), pages 5811-5817, October.
    18. Lijesen, Mark G., 2007. "The real-time price elasticity of electricity," Energy Economics, Elsevier, vol. 29(2), pages 249-258, March.
    19. Matthew Harding & Steven Sexton, 2017. "Household Response to Time-Varying Electricity Prices," Annual Review of Economics, Annual Reviews, vol. 9(1), pages 337-359, October.
    20. Damien, Paul & Fuentes-García, Ruth & Mena, Ramsés H. & Zarnikau, Jay, 2019. "Impacts of day-ahead versus real-time market prices on wholesale electricity demand in Texas," Energy Economics, Elsevier, vol. 81(C), pages 259-272.
    21. Richstein, Jörn C. & Hosseinioun, Seyed Saeed, 2020. "Industrial demand response: How network tariffs and regulation (do not) impact flexibility provision in electricity markets and reserves," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 278.
    22. Matthew Harding & Steven Sexton, 2017. "Household Response to Time-Varying Electricity Prices," Annual Review of Resource Economics, Annual Reviews, vol. 9(1), pages 337-359, October.
    23. Duso, Tomaso & Szücs, Florian, 2017. "Market power and heterogeneous pass-through in German electricity retail," European Economic Review, Elsevier, vol. 98(C), pages 354-372.
    24. Bönte, Werner & Nielen, Sebastian & Valitov, Niyaz & Engelmeyer, Torben, 2015. "Price elasticity of demand in the EPEX spot market for electricity—New empirical evidence," Economics Letters, Elsevier, vol. 135(C), pages 5-8.
    25. Fezzi, Carlo & Fanghella, Valeria, 2021. "Tracking GDP in real-time using electricity market data: Insights from the first wave of COVID-19 across Europe," European Economic Review, Elsevier, vol. 139(C).
    26. Jörn C. Richstein & Seyed Saeed Hosseinioun, 2020. "Industrial Demand Response: How Network Tariffs and Regulation Do (Not) Impact Flexibility Provision in Electricity Markets and Reserves," Discussion Papers of DIW Berlin 1853, DIW Berlin, German Institute for Economic Research.
    27. Bushnell, James, 2005. "Electricity Resource Adequacy: Matching Policies and Goals," The Electricity Journal, Elsevier, vol. 18(8), pages 11-21, October.
    28. Møller, Niels Framroze & Møller Andersen, Frits, 2015. "An econometric analysis of electricity demand response to price changes at the intra-day horizon: The case of manufacturing industry in West Denmark," MPRA Paper 66178, University Library of Munich, Germany, revised 15 Aug 2015.
    29. Sholahudin, S. & Han, Hwataik, 2016. "Simplified dynamic neural network model to predict heating load of a building using Taguchi method," Energy, Elsevier, vol. 115(P3), pages 1672-1678.
    30. Arnold, Fabian & Lilienkamp, Arne & Namockel, Nils, 2023. "Diffusion of electric vehicles and their flexibility potential for smoothing residual demand - A spatio-temporal analysis for Germany," EWI Working Papers 2023-4, Energiewirtschaftliches Institut an der Universitaet zu Koeln (EWI), revised 02 Feb 2024.
    31. Zarnikau, Jay & Hallett, Ian, 2008. "Aggregate industrial energy consumer response to wholesale prices in the restructured Texas electricity market," Energy Economics, Elsevier, vol. 30(4), pages 1798-1808, July.
    32. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    33. Richstein, Jörn C. & Hosseinioun, Seyed Saeed, 2020. "Industrial demand response: How network tariffs and regulation (do not) impact flexibility provision in electricity markets and reserves," Applied Energy, Elsevier, vol. 278(C).
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