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Valuation of defer and relocation options in photovoltaic generation investments by a stochastic simulation-based method

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  • Pringles, Rolando
  • Olsina, Fernando
  • Penizzotto, Franco

Abstract

Risk management is crucial when committing investments in electricity markets. Investment projects for the generation of electricity are capital-intensive, in large part irreversible and future performance is subject to high uncertainty. Fortunately, most power generation projects have strategic flexibility for handling uncertainty and for mitigating risks under unfavorable scenarios. Modern corporate finance recognizes Real Option analysis (ROA) as the correct way to value investment projects with these characteristics. Due to both, environmental concerns and escalation of fuel prices, electricity generation from renewable sources has grown dramatically worldwide over the last decade. Renewable investment projects share many of the features mentioned. As such, option valuation methods should be applied to estimate the monetary value of flexibility in renewable energy investments. This work presents an appropriate methodology for assessing the economic value of a photovoltaic power plant under uncertainties. ROA is applied to determine the value of delaying the investment decision while waiting for better market information that would reduce acquisition costs due to progress in solar technology. The flexibility of relocating the solar facility in the future upon the appearance of a more attractive site in terms of cost, network accessibility or regulatory policies is also valued. The problem of option valuation is solved through stochastic simulation combined with recursive approximate dynamic programming techniques. The methodology developed might be used by investors for more efficient decision-making and by regulatory agencies for designing adequate support policies that encourage investment in renewable energy generation.

Suggested Citation

  • Pringles, Rolando & Olsina, Fernando & Penizzotto, Franco, 2020. "Valuation of defer and relocation options in photovoltaic generation investments by a stochastic simulation-based method," Renewable Energy, Elsevier, vol. 151(C), pages 846-864.
    • Handle: RePEc:eee:renene:v:151:y:2020:i:c:p:846-864
    DOI: 10.1016/j.renene.2019.11.082
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    1. Longstaff, Francis A & Schwartz, Eduardo S, 2001. "Valuing American Options by Simulation: A Simple Least-Squares Approach," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 113-147.
    2. Kozlova, Mariia, 2017. "Real option valuation in renewable energy literature: Research focus, trends and design," Renewable and Sustainable Energy Reviews, Elsevier, vol. 80(C), pages 180-196.
    3. Stewart C. Myers, 1984. "Finance Theory and Financial Strategy," Interfaces, INFORMS, vol. 14(1), pages 126-137, February.
    4. Martínez Ceseña, E.A. & Mutale, J. & Rivas-Dávalos, F., 2013. "Real options theory applied to electricity generation projects: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 19(C), pages 573-581.
    5. Penizzotto, F. & Pringles, R. & Olsina, F., 2019. "Real options valuation of photovoltaic power investments in existing buildings," Renewable and Sustainable Energy Reviews, Elsevier, vol. 114(C), pages 1-1.
    6. 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.
    7. Pringles, Rolando & Olsina, Fernando & Garcés, Francisco, 2015. "Real option valuation of power transmission investments by stochastic simulation," Energy Economics, Elsevier, vol. 47(C), pages 215-226.
    8. Cheng, Cheng & Wang, Zhen & Liu, Mingming & Chen, Qiang & Gbatu, Abimelech Paye & Ren, Xiaohang, 2017. "Defer option valuation and optimal investment timing of solar photovoltaic projects under different electricity market systems and support schemes," Energy, Elsevier, vol. 127(C), pages 594-610.
    9. Sesmero, Juan & Jung, Jinho & Tyner, Wallace, 2016. "The effect of current and prospective policies on photovoltaic system economics: An application to the US Midwest," Energy Policy, Elsevier, vol. 93(C), pages 80-95.
    10. Martzoukos, Spiros H. & Trigeorgis, Lenos, 2002. "Real (investment) options with multiple sources of rare events," European Journal of Operational Research, Elsevier, vol. 136(3), pages 696-706, February.
    11. Joseph Sarkis & Maurry Tamarkin, 2008. "Real options analysis for renewable energy technologies in a GHG emissions trading environment," Springer Books, in: Ralf Antes & Bernd Hansjürgens & Peter Letmathe (ed.), Emissions Trading, pages 103-119, Springer.
    12. Jeon, Chanwoong & Lee, Jeongjin & Shin, Juneseuk, 2015. "Optimal subsidy estimation method using system dynamics and the real option model: Photovoltaic technology case," Applied Energy, Elsevier, vol. 142(C), pages 33-43.
    13. Daming, You & Xiaohui, Yang & Wu, Desheng Dash & Guofan, Chen, 2014. "Option game with Poisson Jump Process in company radical technological innovation," Technological Forecasting and Social Change, Elsevier, vol. 81(C), pages 341-350.
    14. Cox, John C & Ingersoll, Jonathan E, Jr & Ross, Stephen A, 1985. "An Intertemporal General Equilibrium Model of Asset Prices," Econometrica, Econometric Society, vol. 53(2), pages 363-384, March.
    15. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    16. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    17. Monjas-Barroso, Manuel & Balibrea-Iniesta, José, 2013. "Valuation of projects for power generation with renewable energy: A comparative study based on real regulatory options," Energy Policy, Elsevier, vol. 55(C), pages 335-352.
    18. Merton, Robert C., 1976. "Option pricing when underlying stock returns are discontinuous," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 125-144.
    19. Zhang, Mingming & Zhou, Dequn & Zhou, Peng, 2014. "A real option model for renewable energy policy evaluation with application to solar PV power generation in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 40(C), pages 944-955.
    20. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    21. Lin, Boqiang & Wesseh, Presley K., 2013. "Valuing Chinese feed-in tariffs program for solar power generation: A real options analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 28(C), pages 474-482.
    22. Keswani, Aneel & Shackleton, Mark B., 2006. "How real option disinvestment flexibility augments project NPV," European Journal of Operational Research, Elsevier, vol. 168(1), pages 240-252, January.
    23. Weibel, Sebastian & Madlener, Reinhard, 2015. "Cost-Effective Design of Ringwall Storage Hybrid Power Plants: A Real Options Analysis," FCN Working Papers 17/2013, E.ON Energy Research Center, Future Energy Consumer Needs and Behavior (FCN).
    24. Torani, Kiran & Rausser, Gordon & Zilberman, David, 2016. "Innovation subsidies versus consumer subsidies: A real options analysis of solar energy," Energy Policy, Elsevier, vol. 92(C), pages 255-269.
    25. Cox, John C. & Ross, Stephen A. & Rubinstein, Mark, 1979. "Option pricing: A simplified approach," Journal of Financial Economics, Elsevier, vol. 7(3), pages 229-263, September.
    26. Boyle, Phelim P., 1977. "Options: A Monte Carlo approach," Journal of Financial Economics, Elsevier, vol. 4(3), pages 323-338, May.
    27. Longstaff, Francis A & Schwartz, Eduardo S, 2001. "Valuing American Options by Simulation: A Simple Least-Squares Approach," University of California at Los Angeles, Anderson Graduate School of Management qt43n1k4jb, Anderson Graduate School of Management, UCLA.
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    3. Cheng, Cheng & Dong, Kangyin & Wang, Zhen & Liu, Shulin & Jurasz, Jakub & Zhang, Haoran, 2023. "Rethinking the evaluation of solar photovoltaic projects under YieldCo mode: A real option perspective," Applied Energy, Elsevier, vol. 336(C).
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    6. Àlex Alonso-Travesset & Diederik Coppitters & Helena Martín & Jordi de la Hoz, 2023. "Economic and Regulatory Uncertainty in Renewable Energy System Design: A Review," Energies, MDPI, vol. 16(2), pages 1-30, January.
    7. Houd Al-Obaidli & Rajesh Govindan & Tareq Al-Ansari, 2023. "Multidimensional Risk-Based Real Options Valuation for Low-Carbon Cogeneration Pathways," Energies, MDPI, vol. 16(3), pages 1-22, January.

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