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Efficient frontiers for electricity procurement by an LDC with multiple purchase options

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  • Woo, Chi-Keung
  • Horowitz, Ira
  • Olson, Arne
  • Horii, Brian
  • Baskette, Carmen

Abstract

In meeting its retail sales obligations, management of a local distribution company (LDC) must determine the extent to which it should rely on spot markets, forward contracts, and the increasingly popular long-term tolling agreements under which it pays a fee to reserve generator capacity. We address these issues by solving a mathematical programming model to derive the efficient frontier that summarizes the optimal tradeoffs available to the LDC between procurement risk and expected cost. To illustrate the approach, we estimate the expected procurement costs and associated variances that proxy for risk through a spot-price regression for the spot-purchase alternative and a variable-cost regression for the tolling-agreement alternative. The estimated regressions yield the estimates required to determine the efficient frontier. We develop several such frontiers under alternative assumptions as to the forward-contract price and the tolling agreement's capacity payment, and discuss the implications of our results for LDC management.

Suggested Citation

  • Woo, Chi-Keung & Horowitz, Ira & Olson, Arne & Horii, Brian & Baskette, Carmen, 2006. "Efficient frontiers for electricity procurement by an LDC with multiple purchase options," Omega, Elsevier, vol. 34(1), pages 70-80, January.
    • Handle: RePEc:eee:jomega:v:34:y:2006:i:1:p:70-80
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    as
    1. repec:clg:wpaper:1999-04 is not listed on IDEAS
    2. Marlin King & Milan Cuc, 1996. "Price Convergence in North American Natural Gas Spot Markets," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 17-42.
    3. 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, June.
    4. Apostolos Serletis & John Herbert, 2007. "The Message in North American Energy Prices," World Scientific Book Chapters, in: Quantitative And Empirical Analysis Of Energy Markets, chapter 13, pages 156-171, World Scientific Publishing Co. Pte. Ltd..
    5. Lee, Won-Woo, 2004. "US lessons for energy industry restructuring: based on natural gas and California electricity incidences," Energy Policy, Elsevier, vol. 32(2), pages 237-259, January.
    6. Woo, C.K. & Lloyd, D. & Borden, M. & Warrington, R. & Baskette, C., 2004. "A robust internet-based auction to procure electricity forwards," Energy, Elsevier, vol. 29(1), pages 1-11.
    7. Woo, Chi-Keung & Karimov, Rouslan I. & Horowitz, Ira, 2004. "Managing electricity procurement cost and risk by a local distribution company," Energy Policy, Elsevier, vol. 32(5), pages 635-645, March.
    8. Fleten, Stein-Erik & Lemming, Jacob, 2003. "Constructing forward price curves in electricity markets," Energy Economics, Elsevier, vol. 25(5), pages 409-424, September.
    9. Keppo, Jussi & Lu, Hao, 2003. "Real options and a large producer: the case of electricity markets," Energy Economics, Elsevier, vol. 25(5), pages 459-472, September.
    10. Dan Horsky & Paul Nelson, 1996. "Evaluation of Salesforce Size and Productivity Through Efficient Frontier Benchmarking," Marketing Science, INFORMS, vol. 15(4), pages 301-320.
    11. Kamakura, Wagner A & Wedel, Michel, 2004. "An Empirical Bayes Procedure for Improving Individual-Level Estimates and Predictions from Finite Mixtures of Multinomial Logit Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 22(1), pages 121-125, January.
    12. Carl Blumstein & Lee Friedman & Richard Green, 2002. "The History of Electricity Restructuring in California," Journal of Industry, Competition and Trade, Springer, vol. 2(1), pages 9-38, June.
    13. Hibiki, Norio & Sueyoshi, Toshiyuki, 1999. "DEA sensitivity analysis by changing a reference set: regional contribution to Japanese industrial development," Omega, Elsevier, vol. 27(2), pages 139-153, April.
    14. Chen, Sheng-Syan & Lee, Cheng-few & Shrestha, Keshab, 2003. "Futures hedge ratios: a review," The Quarterly Review of Economics and Finance, Elsevier, vol. 43(3), pages 433-465.
    15. Woo, Chi-Keung & Horowitz, Ira & Hoang, Khoa, 2001. "Cross hedging and forward-contract pricing of electricity," Energy Economics, Elsevier, vol. 23(1), pages 1-15, January.
    16. W. David Walls, 1995. "An Econometric Analysis of the Market for Natural Gas Futures," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 71-84.
    17. Thanassoulis, E. & Boussofiane, A. & Dyson, R. G., 1996. "A comparison of data envelopment analysis and ratio analysis as tools for performance assessment," Omega, Elsevier, vol. 24(3), pages 229-244, June.
    18. Efron, Bradley, 2004. "Large-Scale Simultaneous Hypothesis Testing: The Choice of a Null Hypothesis," Journal of the American Statistical Association, American Statistical Association, vol. 99, pages 96-104, January.
    19. Severin Borenstein & James B. Bushnell & Frank A. Wolak, 2002. "Measuring Market Inefficiencies in California's Restructured Wholesale Electricity Market," American Economic Review, American Economic Association, vol. 92(5), pages 1376-1405, December.
    20. Apostolos Serletis, 2007. "Is There an East-West Split in North American Natural Gas Markets?," World Scientific Book Chapters, in: Quantitative And Empirical Analysis Of Energy Markets, chapter 6, pages 59-72, World Scientific Publishing Co. Pte. Ltd..
    21. Jurewitz, John L., 2002. "California's Electricity Debacle: A Guided Tour," The Electricity Journal, Elsevier, vol. 15(4), pages 10-29, May.
    22. Wolak, Frank A., 2003. "Diagnosing the California Electricity Crisis," The Electricity Journal, Elsevier, vol. 16(7), pages 11-37.
    23. Doane, Michael J & Spulber, Daniel F, 1994. "Open Access and the Evolution of the U.S. Spot Market for Natural Gas," Journal of Law and Economics, University of Chicago Press, vol. 37(2), pages 477-517, October.
    24. Morey, Matthew R. & Morey, Richard C., 1999. "Mutual fund performance appraisals: a multi-horizon perspective with endogenous benchmarking," Omega, Elsevier, vol. 27(2), pages 241-258, April.
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