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Microgrid investment under uncertainty: a real option approach using closed form contingent analysis

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  • Farnaz Farzan
  • Khashayar Mahani
  • Kaveh Gharieh
  • Mohsen Jafari

Abstract

The traditional net present value approach to investment in microgrid assets does not take into account the inherent uncertainties in fuel prices, cost of technology, and microgrid load profile. We propose a real option approach to microgrid investment, which includes solar photovoltaic (PV) and gas-fired generation assets. Likewise the (n, m) exchange literature in real option analysis, we examine cases with interdependency and independency of fuel price and the cost of PV technology. This work, however, makes a major contribution by the way of introducing a new parameter, which is defined as the elasticity of the option value to prices and is used in the formulation of closed form solutions. We further extend the (1, 1) exchange problem here to include operational flexibility of microgrid, such that optimal switching between investment, suspension and re-activation can be examined. Copyright Springer Science+Business Media New York 2015

Suggested Citation

  • Farnaz Farzan & Khashayar Mahani & Kaveh Gharieh & Mohsen Jafari, 2015. "Microgrid investment under uncertainty: a real option approach using closed form contingent analysis," Annals of Operations Research, Springer, vol. 235(1), pages 259-276, December.
    • Handle: RePEc:spr:annopr:v:235:y:2015:i:1:p:259-276:10.1007/s10479-015-1929-y
    DOI: 10.1007/s10479-015-1929-y
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    1. Eduardo Schwartz & James E. Smith, 2000. "Short-Term Variations and Long-Term Dynamics in Commodity Prices," Management Science, INFORMS, vol. 46(7), pages 893-911, July.
    2. Daniel Christiansen & Stein Wallace, 1998. "Option theory and modeling under uncertainty," Annals of Operations Research, Springer, vol. 82(0), pages 59-82, August.
    3. Fengler, Matthias R. & Schwendner, Peter, 2003. "Correlation Risk Premia for Multi-Asset Equity Options," SFB 373 Discussion Papers 2003,10, Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes.
    4. Adkins, Roger & Paxson, Dean, 2011. "Renewing Assets with Uncertain Revenues and Operating Costs," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(3), pages 785-813, June.
    5. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    6. J. Muñoz & J. Contreras & J. Caamaño & P. Correia, 2011. "A decision-making tool for project investments based on real options: the case of wind power generation," Annals of Operations Research, Springer, vol. 186(1), pages 465-490, June.
    7. Robert McDonald & Daniel Siegel, 1986. "The Value of Waiting to Invest," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 101(4), pages 707-727.
    8. 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.
    9. Hoff, Thomas E & Wenger, Howard J & Farmer, Brian K, 1996. "Distributed generation : An alternative to electric utility investments in system capacity," Energy Policy, Elsevier, vol. 24(2), pages 137-147, February.
    10. Siddiqui, Afzal S. & Marnay, Chris, 2008. "Distributed generation investment by a microgrid under uncertainty," Energy, Elsevier, vol. 33(12), pages 1729-1737.
    11. GAHUNGU, Joachim & SMEERS, Yves, 2009. "Multi-assets real options," LIDAM Discussion Papers CORE 2009051, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
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    Cited by:

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    3. Qüinny Soares Rocha & Rafaele Almeida Munis & Richardson Barbosa Gomes da Silva & Elí Wilfredo Zavaleta Aguilar & Danilo Simões, 2023. "Photovoltaic Solar Energy in Forest Nurseries: A Strategic Decision Based on Real Options Analysis," Sustainability, MDPI, vol. 15(5), pages 1-11, February.
    4. Alcino Azevedo & Dean Paxson, 2018. "Rivalry and uncertainty in complementary investments with dynamic market sharing," Annals of Operations Research, Springer, vol. 271(2), pages 319-355, December.
    5. Trigeorgis, Lenos & Tsekrekos, Andrianos E., 2018. "Real Options in Operations Research: A Review," European Journal of Operational Research, Elsevier, vol. 270(1), pages 1-24.
    6. Nadarajah, Selvaprabu & Secomandi, Nicola, 2023. "A review of the operations literature on real options in energy," European Journal of Operational Research, Elsevier, vol. 309(2), pages 469-487.
    7. 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).
    8. Sendstad, Lars Hegnes & Chronopoulos, Michail, 2020. "Sequential investment in renewable energy technologies under policy uncertainty," Energy Policy, Elsevier, vol. 137(C).

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