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A Real Options Evaluation Model for the Diffusion Prospects of New Renewable Power Generation Technologies

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  • Gürkan Kumbaroglu

    (Department of Industrial Engineering, Bogaziçi University, 34342 Bebek, Istanbul, Turkey)

  • Reinhard Madlener

    (Center for Energy Policy and Economics CEPE, Department of Management, Technology and Economics, ETH Zurich, Switzerland)

  • Mustafa Demirel

    (Department of Industrial Engineering, Bogaziçi University, 34342 Bebek, Istanbul, Turkey)

Abstract

This study presents an investment planning model that integrates learning curve information on renewable power generation technologies into a dynamic programming formulation featuring real options analysis. The model recursively evaluates a set of investment alternatives on a year-by-year basis, thereby taking into account that the flexibility to delay an irreversible investment expenditure can profoundly affect the diffusion prospects of renewable power generation technologies. Price volatility is introduced through stochastic processes for the average electricity price and for input fuel prices. Demand for peak-load capacity is assumed to be increasingly price-elastic, as the electricity market deregulation proceeds, and linearly dependent on the extent of market opening. The empirical analysis is based on data for the Turkish electricity supply industry. Apart from general implications for policymaking, it provides some interesting insights about the impact of uncertainty on the diffusion of various emerging renewable energy technologies.

Suggested Citation

  • Gürkan Kumbaroglu & Reinhard Madlener & Mustafa Demirel, 2004. "A Real Options Evaluation Model for the Diffusion Prospects of New Renewable Power Generation Technologies," CEPE Working paper series 04-35, CEPE Center for Energy Policy and Economics, ETH Zurich.
    • Handle: RePEc:cee:wpcepe:04-35
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    1. 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.
    2. Venetsanos, Konstantinos & Angelopoulou, Penelope & Tsoutsos, Theocharis, 2002. "Renewable energy sources project appraisal under uncertainty: the case of wind energy exploitation within a changing energy market environment," Energy Policy, Elsevier, vol. 30(4), pages 293-307, March.
    3. Massimo Filippini & Silvia Banfi, 2002. "Impact of the new Swiss electricity law on the competitiveness of hydropower," CEPE Working paper series 02-12, CEPE Center for Energy Policy and Economics, ETH Zurich.
    4. Geoffrey Heal, 1976. "The Relationship Between Price and Extraction Cost for a Resource with a Backstop Technology," Bell Journal of Economics, The RAND Corporation, vol. 7(2), pages 371-378, Autumn.
    5. Kumbaroglu, Gürkan & Madlener, Reinhard & Demirel, Mustafa, 2008. "A real options evaluation model for the diffusion prospects of new renewable power generation technologies," Energy Economics, Elsevier, vol. 30(4), pages 1882-1908, July.
    6. Alvarez, Luis H. R. & Keppo, Jussi, 2002. "The impact of delivery lags on irreversible investment under uncertainty," European Journal of Operational Research, Elsevier, vol. 136(1), pages 173-180, January.
    7. Daniel Spreng & Marco Semadeni, 2001. "Energie, Umwelt und die 2000 Watt Gesellschaft," CEPE Working paper series 01-11, CEPE Center for Energy Policy and Economics, ETH Zurich.
    8. 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.
    9. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    10. Ibenholt, Karin, 2002. "Explaining learning curves for wind power," Energy Policy, Elsevier, vol. 30(13), pages 1181-1189, October.
    11. Osman Yilmaz, A. & Uslu, Tuncay, 2007. "Energy policies of Turkey during the period 1923-2003," Energy Policy, Elsevier, vol. 35(1), pages 258-264, January.
    12. Madlener, Reinhard & Kumbaroglu, Gurkan & Ediger, Volkan S., 2005. "Modeling technology adoption as an irreversible investment under uncertainty: the case of the Turkish electricity supply industry," Energy Economics, Elsevier, vol. 27(1), pages 139-163, January.
    13. Kamp, Linda M. & Smits, Ruud E. H. M. & Andriesse, Cornelis D., 2004. "Notions on learning applied to wind turbine development in the Netherlands and Denmark," Energy Policy, Elsevier, vol. 32(14), pages 1625-1637, September.
    14. Evrendilek, F & Ertekin, C, 2003. "Assessing the potential of renewable energy sources in Turkey," Renewable Energy, Elsevier, vol. 28(15), pages 2303-2315.
    15. Andrea Scheller, "undated". "Researchers' Use of Indicators. Interim Report of The Indicator Project," CEPE Working paper series 99-01, CEPE Center for Energy Policy and Economics, ETH Zurich.
    16. Robert S. Pindyck, 1999. "The Long-Run Evolutions of Energy Prices," The Energy Journal, International Association for Energy Economics, vol. 0(Number 2), pages 1-27.
    17. Filippini, Massimo & Wild, Jorg, 2001. "Regional differences in electricity distribution costs and their consequences for yardstick regulation of access prices," Energy Economics, Elsevier, vol. 23(4), pages 477-488, July.
    18. Mehdi Farsi & Massimo Filippini, 2004. "Regulation and Measuring Cost-Efficiency with Panel Data Models: Application to Electricity Distribution Utilities," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 25(1), pages 1-19, August.
    19. Fama, Eugene F., 1977. "Risk-adjusted discount rates and capital budgeting under uncertainty," Journal of Financial Economics, Elsevier, vol. 5(1), pages 3-24, August.
    20. McDonald, Alan & Schrattenholzer, Leo, 2001. "Learning rates for energy technologies," Energy Policy, Elsevier, vol. 29(4), pages 255-261, March.
    21. Gürkan Kumbaroglu & Reinhard Madlener, 2001. "A Description of the Hybrid Bottom-Up CGE Model SCREEN with an Application to Swiss Climate Policy Analysis," CEPE Working paper series 01-10, CEPE Center for Energy Policy and Economics, ETH Zurich.
    22. Reinhard Madlener, 2003. "Modelling the Adoption and Diffusion of Decentralised Energy Conversion Technologies with Hazard Rate Models," CEPE Working paper series 03-28, CEPE Center for Energy Policy and Economics, ETH Zurich.
    23. Olsina, Fernando & Garces, Francisco & Haubrich, H.-J., 2006. "Modeling long-term dynamics of electricity markets," Energy Policy, Elsevier, vol. 34(12), pages 1411-1433, August.
    24. Woo, Chi-Keung & Lloyd, Debra & Tishler, Asher, 2003. "Electricity market reform failures: UK, Norway, Alberta and California," Energy Policy, Elsevier, vol. 31(11), pages 1103-1115, September.
    25. Kobos, Peter H. & Erickson, Jon D. & Drennen, Thomas E., 2006. "Technological learning and renewable energy costs: implications for US renewable energy policy," Energy Policy, Elsevier, vol. 34(13), pages 1645-1658, September.
    26. Fraser, Hamish, 2001. "The Importance of an Active Demand Side in the Electricity Industry," The Electricity Journal, Elsevier, vol. 14(9), pages 52-73, November.
    27. Junginger, M. & Faaij, A. & Turkenburg, W. C., 2005. "Global experience curves for wind farms," Energy Policy, Elsevier, vol. 33(2), pages 133-150, January.
    28. Filippini, Massimo & Pachauri, Shonali, 2004. "Elasticities of electricity demand in urban Indian households," Energy Policy, Elsevier, vol. 32(3), pages 429-436, February.
    29. Kaygusuz, K. & Türker, M.F., 2002. "Biomass energy potential in Turkey," Renewable Energy, Elsevier, vol. 26(4), pages 661-678.
    30. Martin Jakob & Reinhard Madlener, 2003. "Exploring Experience Curves for the Building Envelope: An Investigation for Switzerland for 1970–2020," CEPE Working paper series 03-22, CEPE Center for Energy Policy and Economics, ETH Zurich.
    31. Kaygusuz, Kamil & Kaygusuz, Abdullah, 2004. "Geothermal energy in Turkey: the sustainable future," Renewable and Sustainable Energy Reviews, Elsevier, vol. 8(6), pages 545-563, December.
    32. Neij, L, 1999. "Cost dynamics of wind power," Energy, Elsevier, vol. 24(5), pages 375-389.
    33. Kumbaroglu, Gurkan Selcuk, 2003. "Environmental taxation and economic effects: a computable general equilibrium analysis for Turkey," Journal of Policy Modeling, Elsevier, vol. 25(8), pages 795-810, November.
    34. Arikan, Yildiz & Kumbaroglu, Gurkan, 2001. "Endogenising emission taxes : A general equilibrium type optimisation model applied for Turkey," Energy Policy, Elsevier, vol. 29(12), pages 1045-1056, October.
    35. Kemal Ozturk, Harun & Yilanci, Ahmet & Atalay, Oner, 2007. "Past, present and future status of electricity in Turkey and the share of energy sources," Renewable and Sustainable Energy Reviews, Elsevier, vol. 11(2), pages 183-209, February.
    36. Rosenzweig, Michael B. & Fraser, Hamish & Falk, Jonathan & Voll, Sarah P., 2003. "Market Power and Demand Responsiveness: Letting Customers Protect Themselves," The Electricity Journal, Elsevier, vol. 16(4), pages 11-23, May.
    37. Cornelia Luchsinger & Adrian Müller, 2003. "Incentive Compatible Extraction of Natural Resource Rent," CEPE Working paper series 03-21, CEPE Center for Energy Policy and Economics, ETH Zurich.
    38. Silvia Banfi & Massimo Filippini & Cornelia Luchsinger, 2004. "Resource Rent Taxation – A New Perspective for the (Swiss) Hydropower Sector," CEPE Working paper series 04-34, CEPE Center for Energy Policy and Economics, ETH Zurich.
    39. Filippini, Massimo & Hrovatin, Nevenka & Zoric, Jelena, 2004. "Efficiency and regulation of the Slovenian electricity distribution companies," Energy Policy, Elsevier, vol. 32(3), pages 335-344, February.
    40. Ad Seebregts & Tom Kram & Gerrit Jan Schaeffer & Alexandra Bos, 2000. "Endogenous learning and technology clustering: analysis with MARKAL model of the Western European energy system," International Journal of Global Energy Issues, Inderscience Enterprises Ltd, vol. 14(1/2/3/4), pages 289-319.
    41. Shonali Pachauri & Daniel Spreng, 2003. "Energy use and energy access in relation to poverty," CEPE Working paper series 03-25, CEPE Center for Energy Policy and Economics, ETH Zurich.
    42. Kaslow, Thomas W. & Pindyck, Robert S., 1994. "Valuing flexibility in utility planning," The Electricity Journal, Elsevier, vol. 7(2), pages 60-65, March.
    43. Argote, L. & Epple, D., 1990. "Learning Curves In Manufacturing," GSIA Working Papers 89-90-02, Carnegie Mellon University, Tepper School of Business.
    44. 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.
    45. Barreto, Leonardo & Kypreos, Socrates, 2004. "Emissions trading and technology deployment in an energy-systems "bottom-up" model with technology learning," European Journal of Operational Research, Elsevier, vol. 158(1), pages 243-261, October.
    46. Reinhard Madlener & Carmenza Robledo & Bart Muys & Bo Hektor & Julije Domac, 2003. "A Sustainability Framework for Enhancing the Long-Term Success of LULUCF Projects," CEPE Working paper series 03-29, CEPE Center for Energy Policy and Economics, ETH Zurich.
    47. Silvia Banfi & Massimo Filippini & Adrian Müller, 2003. "Rent of Hydropower Generation in Switzerland in a Liberalized Market," CEPE Working paper series 01-20, CEPE Center for Energy Policy and Economics, ETH Zurich.
    48. Massimo Filippini & Silvia Banfi & Cornelia Luchsinger, 2002. "Deregulation of the Swiss Electricity Industry: Implication for the Hydropower Sector," CEPE Working paper series 02-13, CEPE Center for Energy Policy and Economics, ETH Zurich.
    49. Silvia Banfi & Massimo Filippini & Lester C. Hunt, 2003. "Fuel tourism in border regions," CEPE Working paper series 03-23, CEPE Center for Energy Policy and Economics, ETH Zurich.
    50. David Goldblatt, 1999. "Northern Consumption: A Critical Review of Issues, Driving Forces, Disciplinary Approaches and Critiques," CEPE Working paper series 99-03, CEPE Center for Energy Policy and Economics, ETH Zurich.
    51. Vehvilainen, Iivo & Keppo, Jussi, 2003. "Managing electricity market price risk," European Journal of Operational Research, Elsevier, vol. 145(1), pages 136-147, February.
    52. Mehdi Farsi & Massimo Filippini & William Greene, 2005. "Efficiency Measurement in Network Industries: Application to the Swiss Railway Companies," Journal of Regulatory Economics, Springer, vol. 28(1), pages 69-90, July.
    53. Altinay, Galip & Karagol, Erdal, 2005. "Electricity consumption and economic growth: Evidence from Turkey," Energy Economics, Elsevier, vol. 27(6), pages 849-856, November.
    54. Bernard Aebischer & Alois Huser, 2000. "Monatlicher Verbrauch von Heizöl extraleicht im Dienstleistungssektor," CEPE Working paper series 00-04, CEPE Center for Energy Policy and Economics, ETH Zurich.
    55. Sabine Messner, 1997. "Endogenized technological learning in an energy systems model," Journal of Evolutionary Economics, Springer, vol. 7(3), pages 291-313.
    56. Martin Robinius & Simonas Cerniauskas & Reinhard Madlener & Christina Kockel & Aaron Praktiknjo & Detlef Stolten, 2022. "Economics of Hydrogen," Springer Books, in: Manfred Hafner & Giacomo Luciani (ed.), The Palgrave Handbook of International Energy Economics, chapter 0, pages 75-102, Springer.
    57. Mehdi Farsi & Massimo Filippini & Michael Kuenzle, 2006. "Cost Efficiency in Regional Bus Companies: An Application of Alternative Stochastic Frontier Models," Journal of Transport Economics and Policy, University of Bath, vol. 40(1), pages 95-118, January.
    58. Erkka Näsäkkälä & Stein‐Erik Fleten, 2005. "Flexibility and technology choice in gas fired power plant investments," Review of Financial Economics, John Wiley & Sons, vol. 14(3-4), pages 371-393.
    59. Marcus Schulmerich, 2005. "Real Options Valuation," Lecture Notes in Economics and Mathematical Systems, Springer, number 978-3-540-28512-0, December.
    60. Hepbasli, Arif & Ozgener, Leyla, 2004. "Development of geothermal energy utilization in Turkey: a review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 8(5), pages 433-460, October.
    61. Marco Semadeni, 2003. "Energy storage as an essential part of sustainable energy systems," CEPE Working paper series 03-24, CEPE Center for Energy Policy and Economics, ETH Zurich.
    62. Gustavsson, Leif & Madlener, Reinhard, 2003. "CO2 mitigation costs of large-scale bioenergy technologies in competitive electricity markets," Energy, Elsevier, vol. 28(14), pages 1405-1425.
    63. Fama, Eugene F, 1996. "Discounting under Uncertainty," The Journal of Business, University of Chicago Press, vol. 69(4), pages 415-428, October.
    64. Neij, Lena, 1997. "Use of experience curves to analyse the prospects for diffusion and adoption of renewable energy technology," Energy Policy, Elsevier, vol. 25(13), pages 1099-1107, November.
    65. James E. Smith & Kevin F. McCardle, 1999. "Options in the Real World: Lessons Learned in Evaluating Oil and Gas Investments," Operations Research, INFORMS, vol. 47(1), pages 1-15, February.
    66. Kentaka Aruga, 2003. "Differences in Characteristics ofReligious Groups in India: As Seen From Household Survey Data," CEPE Working paper series 03-26, CEPE Center for Energy Policy and Economics, ETH Zurich.
    67. Massimo Filippini & Jörg Wild & Michael Kuenzle, 2001. "Scale and cost efficiency in the Swiss electricity distribution industry: evidence from a frontier cost approach," CEPE Working paper series 01-08, CEPE Center for Energy Policy and Economics, ETH Zurich.
    68. Soytas, Ugur & Sari, Ramazan, 2003. "Energy consumption and GDP: causality relationship in G-7 countries and emerging markets," Energy Economics, Elsevier, vol. 25(1), pages 33-37, January.
    69. Bower, John & Bunn, Derek W. & Wattendrup, Claus, 2001. "A model-based analysis of strategic consolidation in the German electricity industry," Energy Policy, Elsevier, vol. 29(12), pages 987-1005, October.
    70. Shonali Pachauri, "undated". "A First Step to Constructing Energy Consumption Indicators for India. Interim Report of The Indicator Project," CEPE Working paper series 99-02, CEPE Center for Energy Policy and Economics, ETH Zurich.
    71. Tugrul Ogulata, R., 2003. "Energy sector and wind energy potential in Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 7(6), pages 469-484, December.
    72. Marco Semadeni, 2002. "Long-Term Energy Scenarios: Information on Aspects of Sustainable Energy Supply as a Prelude to Participatory Sessions," CEPE Working paper series 02-17, CEPE Center for Energy Policy and Economics, ETH Zurich.
    73. Dyner, Isaac & Larsen, Erik R., 2001. "From planning to strategy in the electricity industry," Energy Policy, Elsevier, vol. 29(13), pages 1145-1154, November.
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