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Research Papers

A non-parametric structural hybrid modeling approach for electricity prices

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Pages 213-230 | Received 06 May 2014, Accepted 10 Jul 2015, Published online: 01 Feb 2016

References

  • Aid, R., Campi, L., Huu, A.N. and Touzi, N., A structural risk-neutral model of electricity prices. Int. J. Theor. Appl. Finance, 2009, 12(7), 925–947.
  • Aid, R., Campi, L. and Langrene, N., A structural risk-neutral model for pricing and hedging power derivatives. Math. Finance, 2013, 23(3), 387–438.
  • Barlow, M., A diffusion model for electricity prices. Math. Finance, 2002, 12(4), 287–298.
  • Benth, F.E., Cartea, A. and Kiesel, R., Pricing forward contracts in power markets by the certainty equivalence principle: Explaining the sign of the market risk premium. J. Bank. Finance, 2008, 32(10), 2006–2021.
  • Brass, H. and Petras, K., Quadrature Theory: The Theory of Numerical Integration on a Compact Interval, 2011 (American Mathematical Society: Providence, RI).
  • Burger, M., Klar, B., Muller, A. and Schindlmayr, G., A spot market model for pricing derivatives in electricity markets. Quant. Finance, 2004, 4, 109–122.
  • Carmona, R. and Coulon, M., A survey of commodity markets and structural models for electricity prices. In Quantitative Energy Finance: Modeling, Pricing, and Hedging in Energy and Commodity Markets, edited by F.E. Benth, V. Kholodnyi and P. Laurence, pp. 41–83, 2014 (Springer-Verlag: New York).
  • Carmona, R., Coulon, M. and Schwarz, D., Electricity price modeling and asset valuation: A multi-fuel structural approach. Math. Financ. Econ., 2013, 7(2), 167–202.
  • Cartea, A. and Figueroa, M.G., Pricing in electricity markets: A mean reverting jump diffusion model with seasonality. Appl. Math. Finance, 2005, 12(4), 313–335.
  • Cartea, A. and Villaplana, P., Spot price modeling and the valuation of electricity forward contracts: The role of demand and capacity. J. Bank. Finance, 2008, 32, 2501–2519.
  • Conejo, A.J., Carrion, M. and Morales, J.M., Decision Making under Uncertainty in Electricity Markets. 1st ed., 2010 (Springer: New York).
  • Coulon, M. and Howison, S., Stochastic behaviour of the electricity bid stack: From fundamental drivers to power price. J. Energy Markets, 2009, 2(1), 29–69.
  • Coulon, M., Powell, W.B. and Sircar, R., A model for hedging load and price risk in the Texas electricity market. Energy Econ., 2013, 40, 976–988.
  • Davison, M., Anderson, C.L., Marcus, B. and Anderson, K., Development of a hybrid model for electrical power spot prices. IEEE Trans. Power Syst., 2002, 17(2), 257–264.
  • de Maere d’Aertrycke, G. and Smeers, Y., The valuation of power futures based on optimal dispatch. J. Energy Markets, 2010, 3(3), 27–50.
  • Deng, S., Stochastic models of energy commodity prices: Mean-reversion with jumps and spikes. Program on Workable Energy Regulation (POWER) Report, 2000, 1–45.
  • Eydeland, A. and Wolyniec, K., Energy and Power Risk Management: New Developments in Modeling, Pricing, and Hedging. 1st ed., 2002 (Wiley Finance: Hoboken, NJ).
  • Golub, G. and Meurant, G., Matrices, Moments, and Quadrature with Applications, 2010 (Princeton University Press: Princeton, NJ).
  • Johnson, B. and Barz, G., Selecting stochastic processes for modelling electricity prices. In Energy Modelling and the Management of Uncertainty, edited by V. Kaminski, pp. 3-22, 1999 (Risk Publications: London).
  • Kanamura, T. and Ōhashi, K., A structural model for electricity prices with spikes: Measurement of spike risk and optimal policies for hydropower plant operation. Energy Econ., 2007, 29, 1010–1032.
  • Kleiber, C. and Kotz, S., Statistical Size Distributions in Economics and Actuarial Sciences, 2003 (John Wiley and Sons: Hoboken, NJ).
  • Longstaff, F.A. and Wang, A.W., Electricity forward prices: A high-frequency empirical analysis. J. Finance, 2004, 59, 1877–1900.
  • Lyle, M. and Elliott, R., A simple hybrid model for power derivatives. Energy Econ., 2009, 31, 757–767.
  • McDonald, R.L., Derivatives Markets. Pearson Series in Finance. 3rd ed., 2012 (Prentice Hall).
  • Monitoring Analytics LLC Report, 2004 state of the market: Market monitoring unit. Technical report, 2005.
  • Monitoring Analytics LLC Report, 2012 state of the market report for PJM. Volume 2. Detailed analysis. Technical report, 2013.
  • Ott, A.L., Experience with PJM market operation, system design, and implementation. IEEE Trans. Power Syst., 2003, 18(2), 528–534.
  • Pirrong, C., Commodity Price Dynamics: A Structural Approach, 2012 (Cambridge University Press: New York).
  • Pirrong, C. and Jermakyan, M., The price of power: The valuation of power and weather derivatives. J. Bank. Finance, 2008, 68(32), 2520–2529.
  • Schweppe, F.C., Caramanis, M.C., Tabors, R.D. and Bohn, R.E., Spot Pricing of Electricity. Power Electronics and Power Systems. 1st ed., 1988 (Kluwer Academic Publishers).
  • Seydel, R.U., Tools for Computational Finance. 3rd ed., 2006 (Springer: London).
  • Skantze, P., Gubina, A. and Ilic, M., Bid-based stochastic model for electricity prices: The impact of fundamental drivers on market dynamics. MIT E-lab report, 2000.
  • Skantze, P., Ilic, M. and Gubina, A., Modelling locational price spreads in competitive electricity markets; Applications for transmission rights valuation and replication. IMA J. Manage. Math., 2004, 15, 291–319.
  • Skantze, P.L. and Ilic, M.D., Valuation, Hedging and Speculation in Competitive Electricity Markets: A Fundamental Approach, 2001 (Kluwer Academic Publishers Group: New York).
  • Swindle, G., Valuation and Risk Management in Energy Markets, 2014 (Cambridge University Press: New York).
  • Thompson, M., Davidson, M. and Rasmussen, H., Valuation and optimal operation of electrical power plants in deregulated markets. Oper. Res., 2004, 52, 546–562.
  • Ventyx Inc., Unit capacity blocks & ramp rates. 2012.
  • Veraart, A.E.D. and Veraart, L.A.M., Risk premia in energy markets. Working Paper. Department of Economics and Business, Aarhus University, 2013, 1–29.
  • Villaplana, P., Valuation of electricity forward contracts: The role of demand and capacity. Working Paper. Department of Economics and Business, Universitat Pompeu Fabra, 2005, 1–36.
  • Weron, R., Electricity price forecasting: A review of the state-of-the-art with a look into the future. Int. J. Forecasting, 2014, 30(4), 1030–1081.
  • Wood, A.J. and Wollenberg, B.F., Power Generation, Operation, and Control. 2nd ed, 1996 (Wiley-Interscience).

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