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Carbon trading’s impact on California’s real-time electricity market prices

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  • Woo, C.K.
  • Chen, Y.
  • Zarnikau, J.
  • Olson, A.
  • Moore, J.
  • Ho, T.

Abstract

What is the extent of a real-time electricity market’s pass-through of the marginal cost of CO2 emissions due to a cap-and-trade (C&T) program? This is an important policy question, as an incomplete pass-through would suggest the program’s limited effectiveness in achieving efficient pricing of electricity. To answer the question, we perform a regression analysis of California’s electricity market data for a 65-month period of 01/01/2011–05/31/2016. Based on this newly constructed large sample, we find that the California Independent System Operator’s real-time market prices contain a CO2 premium that closely tracks the marginal cost of CO2 emissions of California’s natural-gas-fired generation units, which are often at margin that determines the power prices. While the CO2 premium provides much needed incentives for renewable energy development, it does little to improve the incentive for natural-gas-fired generation investment in California. Hence, procurement of dispatchable generation capacity via long-term contracts continues to be useful for the state to meet the mandatory criteria for resource adequacy and system reliability.

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  • Woo, C.K. & Chen, Y. & Zarnikau, J. & Olson, A. & Moore, J. & Ho, T., 2018. "Carbon trading’s impact on California’s real-time electricity market prices," Energy, Elsevier, vol. 159(C), pages 579-587.
    • Handle: RePEc:eee:energy:v:159:y:2018:i:c:p:579-587
    DOI: 10.1016/j.energy.2018.06.188
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    as
    1. Natalia Fabra & Mar Reguant, 2014. "Pass-Through of Emissions Costs in Electricity Markets," American Economic Review, American Economic Association, vol. 104(9), pages 2872-2899, September.
    2. Zachmann, Georg & von Hirschhausen, Christian, 2008. "First evidence of asymmetric cost pass-through of EU emissions allowances: Examining wholesale electricity prices in Germany," Economics Letters, Elsevier, vol. 99(3), pages 465-469, June.
    3. Deng, S.J. & Oren, S.S., 2006. "Electricity derivatives and risk management," Energy, Elsevier, vol. 31(6), pages 940-953.
    4. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    5. Matt Thompson, 2013. "Optimal Economic Dispatch and Risk Management of Thermal Power Plants in Deregulated Markets," Operations Research, INFORMS, vol. 61(4), pages 791-809, August.
    6. Woo, C.K. & Sreedharan, P. & Hargreaves, J. & Kahrl, F. & Wang, J. & Horowitz, I., 2014. "A review of electricity product differentiation," Applied Energy, Elsevier, vol. 114(C), pages 262-272.
    7. Lo Prete, Chiara & Norman, Catherine S., 2013. "Rockets and feathers in power futures markets? Evidence from the second phase of the EU ETS," Energy Economics, Elsevier, vol. 36(C), pages 312-321.
    8. Anthony Paul & Karen Palmer & Matthew Woerman, 2015. "Incentives, Margins, And Cost Effectiveness In Comprehensive Climate Policy For The Power Sector," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 6(04), pages 1-27, November.
    9. Woo, C.K. & Horowitz, I. & Moore, J. & Pacheco, A., 2011. "The impact of wind generation on the electricity spot-market price level and variance: The Texas experience," Energy Policy, Elsevier, vol. 39(7), pages 3939-3944, July.
    10. Woo, C.K. & Chen, Y. & Olson, A. & Moore, J. & Schlag, N. & Ong, A. & Ho, T., 2017. "Electricity price behavior and carbon trading: New evidence from California," Applied Energy, Elsevier, vol. 204(C), pages 531-543.
    11. Palmer, Karen & Paul, Anthony, 2015. "A Primer on Comprehensive Policy Options for States to Comply with the Clean Power Plan," RFF Working Paper Series dp-15-15, Resources for the Future.
    12. Jean-Jacques Laffont & Jean Tirole, 1993. "A Theory of Incentives in Procurement and Regulation," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262121743, December.
    13. Woo, C.K. & Olson, A. & Chen, Y. & Moore, J. & Schlag, N. & Ong, A. & Ho, T., 2017. "Does California's CO2 price affect wholesale electricity prices in the Western U.S.A.?," Energy Policy, Elsevier, vol. 110(C), pages 9-19.
    14. Davidson, Russell & MacKinnon, James G., 1993. "Estimation and Inference in Econometrics," OUP Catalogue, Oxford University Press, number 9780195060119.
    15. Sreedharan, P. & Miller, D. & Price, S. & Woo, C.K., 2012. "Avoided cost estimation and cost-effectiveness of permanent load shifting in California," Applied Energy, Elsevier, vol. 96(C), pages 115-121.
    16. Woo, C.K. & Moore, J. & Schneiderman, B. & Ho, T. & Olson, A. & Alagappan, L. & Chawla, K. & Toyama, N. & Zarnikau, J., 2016. "Merit-order effects of renewable energy and price divergence in California’s day-ahead and real-time electricity markets," Energy Policy, Elsevier, vol. 92(C), pages 299-312.
    17. Chi-Keung Woo & Ira Horowitz & Jay Zarnikau & Jack Moore & Brendan Schneiderman & Tony Ho & Eric Leung, 2016. "What Moves the Ex Post Variable Profit of Natural-Gas-Fired Generation in California?," The Energy Journal, , vol. 37(3), pages 29-57, July.
    18. Rafal Weron, 2006. "Modeling and Forecasting Electricity Loads and Prices: A Statistical Approach," HSC Books, Hugo Steinhaus Center, Wroclaw University of Science and Technology, number hsbook0601, December.
    19. Gal, Nurit & Milstein, Irena & Tishler, Asher & Woo, C.K., 2017. "Fuel cost uncertainty, capacity investment and price in a competitive electricity market," Energy Economics, Elsevier, vol. 61(C), pages 233-240.
    20. Woo, Chi-Keung & Olson, Arne & Horowitz, Ira & Luk, Stephen, 2006. "Bi-directional causality in California's electricity and natural-gas markets," Energy Policy, Elsevier, vol. 34(15), pages 2060-2070, October.
    21. Beat Hintermann, 2016. "Pass-Through of CO2 Emission Costs to Hourly Electricity Prices in Germany," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 3(4), pages 857-891.
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    Cited by:

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