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Hedging strategies in energy markets: the case of electricity retailers

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  • Boroumand, Raphaël Homayoun
  • Goutte, Stéphane
  • Porcher, Simon
  • Porcher, Thomas

Abstract

As market intermediaries, electricity retailers buy electricity from the wholesale market or self-generate for re(sale) on the retail market. Electricity retailers are uncertain about how much electricity their residential customers will use at any time of the day until they actually turn switches on. While demand uncertainty is a common feature of all commodity markets, retailers generally rely on storage to manage demand uncertainty. On electricity markets, retailers are exposed to joint quantity and price risk on an hourly basis given the physical singularity of electricity as a commodity. In the literature on electricity markets, few articles deal on intra-day hedging portfolios to manage joint price and quantity risk whereas electricity markets are hourly markets. The contributions of the article are twofold. First, we define through a VaR and CVaR model optimal portfolios for specific hours (3 am, 6 am,. . . ,12 pm) based on electricity market data from 2001 to 2011 for the French market. We prove that the optimal hedging strategy differs depending on the cluster hour. Secondly, we demonstrate the significantly superior efficiency of intra-day hedging portfolios over daily (therefore weekly and yearly) portfolios. Over a decade (2001–2011), our results clearly show that the losses of an optimal daily portfolio are at least nine times higher than the losses of optimal intra-day portfolios.

Suggested Citation

  • Boroumand, Raphaël Homayoun & Goutte, Stéphane & Porcher, Simon & Porcher, Thomas, 2015. "Hedging strategies in energy markets: the case of electricity retailers," LSE Research Online Documents on Economics 82976, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:82976
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    References listed on IDEAS

    as
    1. St'ephane Goutte & Nadia Oudjane & Francesco Russo, 2013. "Variance optimal hedging for continuous time additive processes and applications," Papers 1302.1965, arXiv.org.
    2. James B. Bushnell & Erin T. Mansur & Celeste Saravia, 2008. "Vertical Arrangements, Market Structure, and Competition: An Analysis of Restructured US Electricity Markets," American Economic Review, American Economic Association, vol. 98(1), pages 237-266, March.
    3. Chemla, Gilles & Touzi, Nizar & Aïd, René & Porchet, Arnaud, 2011. "Hedging and Vertical Integration in Electricity Markets," CEPR Discussion Papers 8313, C.E.P.R. Discussion Papers.
    4. Roques, Fabien A. & Newbery, David M. & Nuttall, William J., 2008. "Fuel mix diversification incentives in liberalized electricity markets: A Mean-Variance Portfolio theory approach," Energy Economics, Elsevier, vol. 30(4), pages 1831-1849, July.
    5. Vehvilainen, Iivo & Keppo, Jussi, 2003. "Managing electricity market price risk," European Journal of Operational Research, Elsevier, vol. 145(1), pages 136-147, February.
    6. Boroumand, Raphaël Homayoun & Zachmann, Georg, 2012. "Retailers' risk management and vertical arrangements in electricity markets," Energy Policy, Elsevier, vol. 40(C), pages 465-472.
    7. St'ephane Goutte & Nadia Oudjane & Francesco Russo, 2012. "Variance Optimal Hedging for discrete time processes with independent increments. Application to Electricity Markets," Papers 1205.4089, arXiv.org.
    8. René Aïd & Gilles Chemla & Arnaud Porchet & Nizar Touzi, 2011. "Hedging and Vertical Integration in Electricity Markets," Post-Print hal-02304220, HAL.
    9. Boroumand, Raphaël Homayoun, 2015. "Electricity markets and oligopolistic behaviors: The impact of a multimarket structure," Research in International Business and Finance, Elsevier, vol. 33(C), pages 319-333.
    10. René Aïd & Gilles Chemla & Arnaud Porchet & Nizar Touzi, 2011. "Hedging and Vertical Integration in Electricity Markets," Management Science, INFORMS, vol. 57(8), pages 1438-1452, August.
    11. repec:dau:papers:123456789/11029 is not listed on IDEAS
    12. repec:dau:papers:123456789/11532 is not listed on IDEAS
    13. Yumi Oum & Shmuel S. Oren, 2010. "Optimal Static Hedging of Volumetric Risk in a Competitive Wholesale Electricity Market," Decision Analysis, INFORMS, vol. 7(1), pages 107-122, March.
    14. Pineda, S. & Conejo, A.J., 2012. "Managing the financial risks of electricity producers using options," Energy Economics, Elsevier, vol. 34(6), pages 2216-2227.
    15. Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    electricity; risk; retailer; hedging; portfolio; intra-day; VaR; CVaR;
    All these keywords.

    JEL classification:

    • N0 - Economic History - - General
    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

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