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Modelling Electricity Prices with Forward Looking Capacity Constraints

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Author Info
Alvaro Cartea (Department of Economics, Mathematics & Statistics, Birkbeck)
Marcelo G. Figueroa
Helyette Geman (School of Economics, Mathematics & Statistics, Birkbeck)

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Abstract

We present a spot price model for wholesale electricity prices which incorporates forward looking information that is available to all market players. We focus on information that measures the extent to which the capacity of the England and Wales generation park will be constrained over the next 52 weeks. We propose a measure of ‘tight market conditions’, based on capacity constraints, which identifies the weeks of the year when price spikes are more likely to occur. We show that the incorporation of this type of forward looking information, not uncommon in the electricity markets, improves the modeling of spikes (timing and magnitude) and the different speeds of mean reversion.

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File URL: http://www.ems.bbk.ac.uk/research/wp/PDF/BWPEF0802.pdf
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File Function: First version, 2008
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Publisher Info
Paper provided by Birkbeck, Department of Economics, Mathematics & Statistics in its series Birkbeck Working Papers in Economics and Finance with number 0802.

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Date of creation: Feb 2008
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Handle: RePEc:bbk:bbkefp:0802

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Related research
Keywords: capacity constraints; mean reversion; electricity indicated demand; electricity indicated generation; regime switching model.;

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References listed on IDEAS
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  1. Fama, Eugene F & French, Kenneth R, 1988. " Business Cycles and the Behavior of Metals Prices," Journal of Finance, American Finance Association, vol. 43(5), pages 1075-93, December. [Downloadable!] (restricted)
  2. Bryan R. Routledge & Duane J. Seppi & Chester S. Spatt, 2000. "Equilibrium Forward Curves for Commodities," Journal of Finance, American Finance Association, vol. 55(3), pages 1297-1338, 06. [Downloadable!] (restricted)
    Other versions:
  3. Alvaro Cartea & Marcelo Gustavo Figueroa, 2005. "Pricing in Electricity Markets: a Mean Reverting Jump Diffusion Model with Seasonality," Birkbeck Working Papers in Economics and Finance 0507, Birkbeck, Department of Economics, Mathematics & Statistics. [Downloadable!]
    Other versions:
  4. Ole E. Barndorff-Nielsen & Neil Shephard, 2001. "Non-Gaussian Ornstein-Uhlenbeck-based models and some of their uses in financial economics," Journal Of The Royal Statistical Society Series B, Royal Statistical Society, vol. 63(2), pages 167-241. [Downloadable!] (restricted)
  5. Gibson, Rajna & Schwartz, Eduardo S, 1990. " Stochastic Convenience Yield and the Pricing of Oil Contingent Claims," Journal of Finance, American Finance Association, vol. 45(3), pages 959-76, July. [Downloadable!] (restricted)
  6. Hélyette Geman & Andrea Roncoroni, 2006. "Understanding the Fine Structure of Electricity Prices," Journal of Business, University of Chicago Press, vol. 79(3), pages 1225-1262, May. [Downloadable!]
  7. Litzenberger, Robert H & Rabinowitz, Nir, 1995. " Backwardation in Oil Futures Markets: Theory and Empirical Evidence," Journal of Finance, American Finance Association, vol. 50(5), pages 1517-45, December. [Downloadable!] (restricted)
  8. Hirshleifer, David, 1988. "Risk, Futures Pricing, and the Organization of Production in Commodity Markets," Journal of Political Economy, University of Chicago Press, vol. 96(6), pages 1206-20, December. [Downloadable!] (restricted)
  9. Hendrik Bessembinder & Michael L. Lemmon, 2002. "Equilibrium Pricing and Optimal Hedging in Electricity Forward Markets," Journal of Finance, American Finance Association, vol. 57(3), pages 1347-1382, 06. [Downloadable!] (restricted)
  10. Álvaro Escribano & Juan Ignacio Peña & Pablo Villaplana, 2002. "Modeling Electricity Prices: International Evidence," Economics Working Papers we022708, Universidad Carlos III, Departamento de Economía. [Downloadable!]
  11. Schwartz, Eduardo S, 1997. " The Stochastic Behavior of Commodity Prices: Implications for Valuation and Hedging," Journal of Finance, American Finance Association, vol. 52(3), pages 923-73, July. [Downloadable!] (restricted)
  12. Jaime Casassus & Pierre Collin-Dufresne, 2005. "Stochastic Convenience Yield Implied from Commodity Futures and Interest Rates," Journal of Finance, American Finance Association, vol. 60(5), pages 2283-2331, October. [Downloadable!] (restricted)
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