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The Valuation of the Operational Flexibility of the Energy Investment Project Based on a Gas-Fired Power Plant

Author

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  • Dominik Kryzia

    (Mineral and Energy Economy Research Institute, Polish Academy of Sciences, Wybickiego 7a, 31-261 Krakow, Poland)

  • Michał Kopacz

    (Mineral and Energy Economy Research Institute, Polish Academy of Sciences, Wybickiego 7a, 31-261 Krakow, Poland)

  • Katarzyna Kryzia

    (Faculty of Mining and Geoengineering, AGH University of Science and Technology, Mickiewicza 30, 30-059 Krakow, Poland)

Abstract

This paper presents an attempt to the valuation of the operational flexibility of the energy investment project based on the example of combined cycle gas turbine (CCGT). For this purpose, the real options approach (ROA), net present value (NPV) method, and the Monte Carlo (MC) simulation have been used. Motivations to take up such a topic result from the fact that traditional valuation methods neglect flexibility embedded in CCGT assets. Operational flexibility was defined as the switching option to dynamically shut down and restart gas units. Valuation of the operational flexibility, the project’s extended net present value (XNPV), was based on a discounted cash flow model. The Monte Carlo simulation, allowing for better replication of the stochastic nature of market factors and some technical parameters, was introduced to the valuation model. The obtained results indicate that the value of the options significantly influences the NPV of the analyzed technology and its risk profile. The NPV was calculated at −169.1 million USD, while the XNPV amounted to 102.5 million USD. This difference, compared to the NPV distribution range at a significance level of 0.05, was more than 8.1% (almost 10.4% for α = 0.1). The results achieved help to explain the significance of the operational flexibility in the modeling profitability of CCGT technologies.

Suggested Citation

  • Dominik Kryzia & Michał Kopacz & Katarzyna Kryzia, 2020. "The Valuation of the Operational Flexibility of the Energy Investment Project Based on a Gas-Fired Power Plant," Energies, MDPI, vol. 13(7), pages 1-16, March.
  • Handle: RePEc:gam:jeners:v:13:y:2020:i:7:p:1567-:d:338321
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    1. Kroniger, Daniel & Madlener, Reinhard, 2014. "Hydrogen storage for wind parks: A real options evaluation for an optimal investment in more flexibility," Applied Energy, Elsevier, vol. 136(C), pages 931-946.
    2. Fernandes, Bartolomeu & Cunha, Jorge & Ferreira, Paula, 2011. "The use of real options approach in energy sector investments," Renewable and Sustainable Energy Reviews, Elsevier, vol. 15(9), pages 4491-4497.
    3. Gerard H. Kuper & Daan P. van Soest, 2006. "Does Oil Price Uncertainty Affect Energy Use?," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 55-78.
    4. Laurikka, Harri & Koljonen, Tiina, 2006. "Emissions trading and investment decisions in the power sector--a case study in Finland," Energy Policy, Elsevier, vol. 34(9), pages 1063-1074, June.
    5. He, Hua & Pindyck, Robert S., 1992. "Investments in flexible production capacity," Journal of Economic Dynamics and Control, Elsevier, vol. 16(3-4), pages 575-599.
    6. Gazheli, Ardjan & van den Bergh, Jeroen, 2018. "Real options analysis of investment in solar vs. wind energy: Diversification strategies under uncertain prices and costs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 82(P3), pages 2693-2704.
    7. Zhou, Wenji & Zhu, Bing & Fuss, Sabine & Szolgayová, Jana & Obersteiner, Michael & Fei, Weiyang, 2010. "Uncertainty modeling of CCS investment strategy in China's power sector," Applied Energy, Elsevier, vol. 87(7), pages 2392-2400, July.
    8. Nasakkala, Erkka & Fleten, Stein-Erik, 2005. "Flexibility and technology choice in gas fired power plant investments," Review of Financial Economics, Elsevier, vol. 14(3-4), pages 371-393.
    9. Abadie, Luis M. & Chamorro, José M., 2008. "Valuing flexibility: The case of an Integrated Gasification Combined Cycle power plant," Energy Economics, Elsevier, vol. 30(4), pages 1850-1881, July.
    10. Luiz E. Brandão & James S. Dyer & Warren J. Hahn, 2005. "Using Binomial Decision Trees to Solve Real-Option Valuation Problems," Decision Analysis, INFORMS, vol. 2(2), pages 69-88, June.
    11. Siddiqui, Afzal S. & Marnay, Chris & Wiser, Ryan H., 2007. "Real options valuation of US federal renewable energy research, development, demonstration, and deployment," Energy Policy, Elsevier, vol. 35(1), pages 265-279, January.
    12. Salman, Chaudhary Awais & Naqvi, Muhammad & Thorin, Eva & Yan, Jinyue, 2018. "Gasification process integration with existing combined heat and power plants for polygeneration of dimethyl ether or methanol: A detailed profitability analysis," Applied Energy, Elsevier, vol. 226(C), pages 116-128.
    13. de Oliveira, Denis Luis & Brandao, Luiz E. & Igrejas, Rafael & Gomes, Leonardo Lima, 2014. "Switching outputs in a bioenergy cogeneration project: A real options approach," Renewable and Sustainable Energy Reviews, Elsevier, vol. 36(C), pages 74-82.
    14. Yiqing Li & Weiguo Yang & Lixin Tian & Jie Yang, 2018. "An Evaluation of Investment in a PV Power Generation Project in the Gobi Desert Using a Real Options Model," Energies, MDPI, vol. 11(1), pages 1-16, January.
    15. Gorre, Jachin & Ruoss, Fabian & Karjunen, Hannu & Schaffert, Johannes & Tynjälä, Tero, 2020. "Cost benefits of optimizing hydrogen storage and methanation capacities for Power-to-Gas plants in dynamic operation," Applied Energy, Elsevier, vol. 257(C).
    16. Rukes, Bert & Taud, Robert, 2004. "Status and perspectives of fossil power generation," Energy, Elsevier, vol. 29(12), pages 1853-1874.
    17. 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.
    18. Glensk, Barbara & Madlener, Reinhard, 2015. "Real Options Analysis of the Flexible Operation of an Enhanced Gas-Fired Power Plant," FCN Working Papers 11/2015, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    19. Frayer, Julia & Uludere, Nazli Z., 2001. "What Is It Worth? Application of Real Options Theory to the Valuation of Generation Assets," The Electricity Journal, Elsevier, vol. 14(8), pages 40-51, October.
    20. Roques, Fabien A., 2008. "Technology choices for new entrants in liberalized markets: The value of operating flexibility and contractual arrangements," Utilities Policy, Elsevier, vol. 16(4), pages 245-253, December.
    21. Zhang, M.M. & Zhou, D.Q. & Zhou, P. & Liu, G.Q., 2016. "Optimal feed-in tariff for solar photovoltaic power generation in China: A real options analysis," Energy Policy, Elsevier, vol. 97(C), pages 181-192.
    22. Gatfaoui, Hayette, 2015. "Pricing the (European) option to switch between two energy sources: An application to crude oil and natural gas," Energy Policy, Elsevier, vol. 87(C), pages 270-283.
    23. Geoffrey Rothwell, 2006. "A Real Options Approach to Evaluating New Nuclear Power Plants," The Energy Journal, International Association for Energy Economics, vol. 0(Number 1), pages 37-53.
    24. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    25. Fahad Alharbi & Denes Csala, 2020. "Saudi Arabia’s Solar and Wind Energy Penetration: Future Performance and Requirements," Energies, MDPI, vol. 13(3), pages 1-18, January.
    26. Reuter, Wolf Heinrich & Fuss, Sabine & Szolgayová, Jana & Obersteiner, Michael, 2012. "Investment in wind power and pumped storage in a real options model," Renewable and Sustainable Energy Reviews, Elsevier, vol. 16(4), pages 2242-2248.
    27. Marreco, Juliana de Moraes & Carpio, Lucio Guido Tapia, 2006. "Flexibility valuation in the Brazilian power system: A real options approach," Energy Policy, Elsevier, vol. 34(18), pages 3749-3756, December.
    28. Moon, Yongma & Baran, Mesut, 2018. "Economic analysis of a residential PV system from the timing perspective: A real option model," Renewable Energy, Elsevier, vol. 125(C), pages 783-795.
    29. Glensk, Barbara & Madlener, Reinhard, 2019. "The value of enhanced flexibility of gas-fired power plants: A real options analysis," Applied Energy, Elsevier, vol. 251(C), pages 1-1.
    30. Laurikka, Harri, 2006. "Option value of gasification technology within an emissions trading scheme," Energy Policy, Elsevier, vol. 34(18), pages 3916-3928, December.
    31. Barbara Glensk & Reinhard Madlener, 2018. "Flexibility Options for Lignite-Fired Power Plants: A Real Options Approach," Operations Research Proceedings, in: Andreas Fink & Armin Fügenschuh & Martin Josef Geiger (ed.), Operations Research Proceedings 2016, pages 157-163, Springer.
    32. Hach, Daniel & Spinler, Stefan, 2016. "Capacity payment impact on gas-fired generation investments under rising renewable feed-in — A real options analysis," Energy Economics, Elsevier, vol. 53(C), pages 270-280.
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