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Evaluating the cost of emissions in a pool-based electricity market

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  • Andrianesis, Panagiotis
  • Biskas, Pandelis
  • Liberopoulos, George

Abstract

This paper proposes a methodology that quantifies the impact of emissions cost on the electricity price, the generation scheduling outcome, and the overall emissions in a pool-based electricity market. It employs a mid-term (yearly) generation scheduling model, by sequentially solving a Day-Ahead Scheduling problem, in which power plants internalize their emissions cost in the energy offers that they submit to the day-ahead market. It further explores several scenarios with respect to gas and carbon prices, as well as the realization of random outages that affect the availability of the generation units. An illustration on an instance of the Greek electricity market during the European Union Emissions Trading Scheme Phase III indicates that: (i) A carbon price equal to 30 €/tCO2e combined with low gas prices results in a 18.7% reduction of CO2 emissions, due to the substitution of lignite units by gas units in the energy generation mix. (ii) An increase in the carbon price by 1 €/tCO2e results in an increase of the weighted average electricity price ranging from 0.52 to 0.61 €/MWh. (iii) The average pass-through rate of the carbon costs onto the demand-side payments for carbon prices up to 15 €/tCO2e is close to 60%.

Suggested Citation

  • Andrianesis, Panagiotis & Biskas, Pandelis & Liberopoulos, George, 2021. "Evaluating the cost of emissions in a pool-based electricity market," Applied Energy, Elsevier, vol. 298(C).
  • Handle: RePEc:eee:appene:v:298:y:2021:i:c:s0306261921006735
    DOI: 10.1016/j.apenergy.2021.117253
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    as
    1. Chernyavs'ka, Liliya & Gullì, Francesco, 2008. "Marginal CO2 cost pass-through under imperfect competition in power markets," Ecological Economics, Elsevier, vol. 68(1-2), pages 408-421, December.
    2. 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.
    3. Keppler, Jan Horst & Mansanet-Bataller, Maria, 2010. "Causalities between CO2, electricity, and other energy variables during phase I and phase II of the EU ETS," Energy Policy, Elsevier, vol. 38(7), pages 3329-3341, July.
    4. Chevallier, Julien, 2010. "The impact of Australian ETS news on wholesale spot electricity prices: An exploratory analysis," Energy Policy, Elsevier, vol. 38(8), pages 3910-3921, August.
    5. Benz, Eva & Trück, Stefan, 2009. "Modeling the price dynamics of CO2 emission allowances," Energy Economics, Elsevier, vol. 31(1), pages 4-15, January.
    6. Fang, Guochang & Tian, Lixin & Liu, Menghe & Fu, Min & Sun, Mei, 2018. "How to optimize the development of carbon trading in China—Enlightenment from evolution rules of the EU carbon price," Applied Energy, Elsevier, vol. 211(C), pages 1039-1049.
    7. Choi, Yongrok & Zhang, Ning & Zhou, P., 2012. "Efficiency and abatement costs of energy-related CO2 emissions in China: A slacks-based efficiency measure," Applied Energy, Elsevier, vol. 98(C), pages 198-208.
    8. Ibrahim Ahamada & Djamel Kirat, 2011. "The impact of the European Union Emission Trading Scheme on electricity generation," PSE-Ecole d'économie de Paris (Postprint) hal-00629900, HAL.
    9. Huisman, Ronald & Kiliç, Mehtap, 2015. "Time variation in European carbon pass-through rates in electricity futures prices," Energy Policy, Elsevier, vol. 86(C), pages 239-249.
    10. Perdan, Slobodan & Azapagic, Adisa, 2011. "Carbon trading: Current schemes and future developments," Energy Policy, Elsevier, vol. 39(10), pages 6040-6054, October.
    11. Wang, Yunqi & Qiu, Jing & Tao, Yuechuan & Zhang, Xian & Wang, Guibin, 2020. "Low-carbon oriented optimal energy dispatch in coupled natural gas and electricity systems," Applied Energy, Elsevier, vol. 280(C).
    12. Chiu, Fan-Ping & Kuo, Hsiao-I. & Chen, Chi-Chung & Hsu, Chia-Sheng, 2015. "The energy price equivalence of carbon taxes and emissions trading—Theory and evidence," Applied Energy, Elsevier, vol. 160(C), pages 164-171.
    13. Hintermann, Beat, 2010. "Allowance price drivers in the first phase of the EU ETS," Journal of Environmental Economics and Management, Elsevier, vol. 59(1), pages 43-56, January.
    14. Kirat, Djamel & Ahamada, Ibrahim, 2011. "The impact of the European Union emission trading scheme on the electricity-generation sector," Energy Economics, Elsevier, vol. 33(5), pages 995-1003, September.
    15. 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.
    16. Perrels, Adriaan & Honkatukia, Juha & Mälkönen, Ville, 2006. "Impacts of the European Emission Trade System on Finnish Wholesale Electricity Prices," Discussion Papers 405, VATT Institute for Economic Research.
    17. Dagoumas, Athanasios S. & Polemis, Michael L., 2020. "Carbon pass-through in the electricity sector: An econometric analysis," Energy Economics, Elsevier, vol. 86(C).
    18. Jouvet, Pierre-André & Solier, Boris, 2013. "An overview of CO2 cost pass-through to electricity prices in Europe," Energy Policy, Elsevier, vol. 61(C), pages 1370-1376.
    19. Phillip Wild, William Paul Bell, and John Foster, 2015. "Impact of Carbon Prices on Wholesale Electricity Prices and Carbon Pass-Through Rates in the Australian National Electricity Market," The Energy Journal, International Association for Energy Economics, vol. 0(Number 3).
    20. Wang, M. & Zhou, P., 2017. "Does emission permit allocation affect CO2 cost pass-through? A theoretical analysis," Energy Economics, Elsevier, vol. 66(C), pages 140-146.
    21. repec:dau:papers:123456789/5269 is not listed on IDEAS
    22. Reneses, Javier & Centeno, Efraim, 2008. "Impact of the Kyoto Protocol on the Iberian Electricity Market: A scenario analysis," Energy Policy, Elsevier, vol. 36(7), pages 2376-2384, July.
    23. Hu, Tingli & Wang, Caisheng & Miller, Carol, 2021. "Identification of marginal generation units based on publicly available information," Applied Energy, Elsevier, vol. 281(C).
    24. 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.
    25. repec:dau:papers:123456789/4222 is not listed on IDEAS
    26. Simoglou, Christos K. & Kardakos, Evaggelos G. & Bakirtzis, Emmanouil A. & Chatzigiannis, Dimitris I. & Vagropoulos, Stylianos I. & Ntomaris, Andreas V. & Biskas, Pandelis N. & Gigantidou, Antiopi & T, 2014. "An advanced model for the efficient and reliable short-term operation of insular electricity networks with high renewable energy sources penetration," Renewable and Sustainable Energy Reviews, Elsevier, vol. 38(C), pages 415-427.
    27. 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.
    28. Yihsu Chen & Jos Sijm & Benjamin Hobbs & Wietze Lise, 2008. "Implications of CO 2 emissions trading for short-run electricity market outcomes in northwest Europe," Journal of Regulatory Economics, Springer, vol. 34(3), pages 251-281, December.
    29. Wietze Lise & Jos Sijm & Benjamin Hobbs, 2010. "The Impact of the EU ETS on Prices, Profits and Emissions in the Power Sector: Simulation Results with the COMPETES EU20 Model," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 47(1), pages 23-44, September.
    30. Kara, M. & Syri, S. & Lehtila, A. & Helynen, S. & Kekkonen, V. & Ruska, M. & Forsstrom, J., 2008. "The impacts of EU CO2 emissions trading on electricity markets and electricity consumers in Finland," Energy Economics, Elsevier, vol. 30(2), pages 193-211, March.
    31. Kaldellis, J.K. & Kapsali, M., 2014. "Evaluation of the long-term environmental performance of Greek lignite-fired power stations," Renewable and Sustainable Energy Reviews, Elsevier, vol. 31(C), pages 472-485.
    32. Jos Sijm & Karsten Neuhoff & Yihsu Chen, 2006. "CO 2 cost pass-through and windfall profits in the power sector," Climate Policy, Taylor & Francis Journals, vol. 6(1), pages 49-72, January.
    33. Denny, Eleanor & O'Malley, Mark, 2009. "The impact of carbon prices on generation-cycling costs," Energy Policy, Elsevier, vol. 37(4), pages 1204-1212, April.
    34. Georgiou, Paraskevas N. & Mavrotas, George & Diakoulaki, Danae, 2011. "The effect of islands' interconnection to the mainland system on the development of renewable energy sources in the Greek power sector," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(6), pages 2607-2620, August.
    35. Xenophon, Aleksis Kazubiernis & Hill, David John, 2019. "Emissions reduction and wholesale electricity price targeting using an output-based mechanism," Applied Energy, Elsevier, vol. 242(C), pages 1050-1063.
    36. Nguyen, Dinh Hoa & Chapman, Andrew & Farabi-Asl, Hadi, 2019. "Nation-wide emission trading model for economically feasible carbon reduction in Japan," Applied Energy, Elsevier, vol. 255(C).
    37. Ibrahim Ahamada & Djamel Kirat, 2011. "The impact of the European Union Emission Trading Scheme on electricity generation," Post-Print hal-00629900, HAL.
    38. Diagoupis, Theodoros D. & Andrianesis, Panagiotis E. & Dialynas, Evangelos N., 2016. "A planning approach for reducing the impact of natural gas network on electricity markets," Applied Energy, Elsevier, vol. 175(C), pages 189-198.
    39. Zhang, Yue-Jun & Wei, Yi-Ming, 2010. "An overview of current research on EU ETS: Evidence from its operating mechanism and economic effect," Applied Energy, Elsevier, vol. 87(6), pages 1804-1814, June.
    40. Zhang, Lirong & Li, Yakun & Jia, Zhijie, 2018. "Impact of carbon allowance allocation on power industry in China’s carbon trading market: Computable general equilibrium based analysis," Applied Energy, Elsevier, vol. 229(C), pages 814-827.
    41. Lin, Boqiang & Jia, Zhijie, 2019. "Impacts of carbon price level in carbon emission trading market," Applied Energy, Elsevier, vol. 239(C), pages 157-170.
    42. Yue, Xiufeng & Deane, J.P. & O'Gallachoir, Brian & Rogan, Fionn, 2020. "Identifying decarbonisation opportunities using marginal abatement cost curves and energy system scenario ensembles," Applied Energy, Elsevier, vol. 276(C).
    43. repec:dau:papers:123456789/7761 is not listed on IDEAS
    44. Alberola, Emilie & Chevallier, Julien & Cheze, Benoi^t, 2008. "Price drivers and structural breaks in European carbon prices 2005-2007," Energy Policy, Elsevier, vol. 36(2), pages 787-797, February.
    45. Kim, Wook & Chattopadhyay, Deb & Park, Jong-bae, 2010. "Impact of carbon cost on wholesale electricity price: A note on price pass-through issues," Energy, Elsevier, vol. 35(8), pages 3441-3448.
    46. Roinioti, Argiro & Koroneos, Christopher, 2017. "The decomposition of CO2 emissions from energy use in Greece before and during the economic crisis and their decoupling from economic growth," Renewable and Sustainable Energy Reviews, Elsevier, vol. 76(C), pages 448-459.
    47. Richstein, Jörn C. & Chappin, Émile J.L. & de Vries, Laurens J., 2015. "Adjusting the CO2 cap to subsidised RES generation: Can CO2 prices be decoupled from renewable policy?," Applied Energy, Elsevier, vol. 156(C), pages 693-702.
    48. Ibrahim Ahamada & Djamel Kirat, 2011. "The impact of the European Union Emission Trading Scheme on electricity generation," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-00629900, HAL.
    49. Maeder, Mattia & Weiss, Olga & Boulouchos, Konstantinos, 2021. "Assessing the need for flexibility technologies in decarbonized power systems: A new model applied to Central Europe," Applied Energy, Elsevier, vol. 282(PA).
    50. repec:dau:papers:123456789/4219 is not listed on IDEAS
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