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Opportunities for Stochastic and Probabilistic Modeling in the Deregulated Electricity Industry

  • Jonathan M. Jacobs
  • Gary L. Schultz
Part of the The IMA Volumes in Mathematics and its Applications book series (IMA, volume 128)

Abstract

At the turn of the twentieth century, electric power was an exciting new technology. Capital flowed into highly leveraged entities that built power plants and wires in urban centers across the developed world. As time progressed electric utilities came under government regulation or control.

Keywords

Electricity Market Supply Function Unit Commitment Spot Price Load Forecast 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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References

  1. [1]
    F. Alvarado, The stability of power system markets, IEEE Transactions on Power Systems, 14 (1999), pp. 505–511.CrossRefGoogle Scholar
  2. [2]
    H. Baleriaux, E. Jamopulle, and F.L.D. Guertechin, Simulation de Vexplotiation d’un parc de machines thermiques de production d’èlectricitè couplé à des stations de pompage, Extrait de la Revue E, 5 (1967), pp. 3–24.Google Scholar
  3. [3]
    R.E. Bohn, M.C. Caramanis, and F.C. Schweppe, Optimal pricing in electrical networks over space and time, Rand Journal of Economics, 15 (1984), pp. 360–376.CrossRefGoogle Scholar
  4. [4]
    R.R. Booth, Power system simulation model based on probability analysis, IEEE Transactions, PAS-91 (1972), pp. 62–69.Google Scholar
  5. [5]
    A. Dixit and R.S. Pindyck, Investment Under Uncertainty, Princeton University-Press, Princeton NJ, 1994.Google Scholar
  6. [6]
    L.A.F.M. Ferreira, T. Andersson, C.F. Imparato, T.E. Miller, C.K. Pang, A. Svoboda, and A. Vojdani, Short-term resource scheduling in multi-area hydrothermal power systems, Electric Power and Energy Systems, 11 (1989), pp. 200–212.CrossRefGoogle Scholar
  7. [7]
    R.J. Green and D.M. Newbery, Competition in the british electricity spot market, Journal of Political Economy (1992).Google Scholar
  8. [8]
    S. Hao, G.A. Angelidis, H. Singh, and A.D. Papalexopoulos, Consumer payment minimization in power pool auctions, IEEE Transactions on Power Systems, 13 (1998), pp. 986–991.CrossRefGoogle Scholar
  9. [9]
    W.W. Hogan, Contract networks for electric power transmission, Journal of Regulatory Economics, 4 (1992), pp. 211–242.CrossRefGoogle Scholar
  10. [10]
    J. Jacobs, Artificial power markets and unintended consequences, IEEE Transactions on Power Systems, 12 (1997), pp. 968–972.CrossRefGoogle Scholar
  11. [11]
    J. Jacobs, G. Freeman, J. Grygier, D. Morton, G. Schultz, K. Staschus, J. Stedinger, and B. Zhang, Stochastic Optimal Coordination of River-basin And Thermal Electric Systems (SOCRATES): A system for scheduling hydroelectric generation under uncertainty, Annals of Operations Research, 59 (1995).Google Scholar
  12. [12]
    R.B. Johnson, A.J. Svoboda, C. Greif, A. Vojdani, and F. Zhuang, Positioning for a competitive electric industry with PG&E’s hydro-thermal optimization model, Interfaces, 28 (1998), pp. 53–74.CrossRefGoogle Scholar
  13. [13]
    M. Karamouz and H.V. Vasiliadis, Bayesian stochastic optimization of reservoir operation using uncertain forecasts, Water Resources Research, 28 (1992), pp. 1221–1232.CrossRefGoogle Scholar
  14. [14]
    P.D. Klemperer and M.A. Meyer, Supply function equilibria in oligopoly under uncertainty, Econometrica, 57 (1989).Google Scholar
  15. [15]
    M.V.F. Pereira and L.M.V.G. Pinto, Multi-stage stochastic optimization applied to energy planning, Mathematical Programming, 52 (1991), pp. 359–375.MathSciNetCrossRefMATHGoogle Scholar
  16. [16]
    F.C. Schweppe, M.C. Caramanis, R.D. Tabors, and R.E. Bohn, Spot Pricing of Electricity, Kluwer Academic Publishers, Boston MA, 1988.CrossRefGoogle Scholar
  17. [17]
    S. Takriti, B. Krasenbrink, and L.S.-Y. Wu, Incorporating fuel constraints and electricity spot prices into the stochastic unit commitment problem, Operations Research, 42 (2000), pp. 268–280.CrossRefGoogle Scholar
  18. [18]
    W. Vickrey, Counterspeculation, auctions and competitive sealed tenders, J. Finance, 16 (1961), pp. 8–37.CrossRefGoogle Scholar

Copyright information

© Springer-Verlag New York, Inc. 2002

Authors and Affiliations

  • Jonathan M. Jacobs
    • 1
  • Gary L. Schultz
    • 2
  1. 1.PA Consulting GroupBoulderUSA
  2. 2.Orion Power Holdings, Inc.BaltimoreUSA

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