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Long-Term Planning of Electrical Distribution Grids: How Load Uncertainty and Flexibility Affect the Investment Timing

Author

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  • Marie-Cécile Alvarez-Herault

    (Univ. Grenoble Alpes, CNRS, Grenoble INP*, G2Elab, 38000 Grenoble, France)

  • Jean-Pierre Dib

    (Univ. Grenoble Alpes, CNRS, Grenoble INP*, G2Elab, 38000 Grenoble, France)

  • Oana Ionescu

    (Univ. Grenoble Alpes, CNRS, Grenoble INP*, G2Elab, 38000 Grenoble, France
    GAEL (Grenoble Applied Economy Laboratory), 1241 Rue des Résidences, 38400 Saint-Martin-d’Hères, France)

  • Bertrand Raison

    (Univ. Grenoble Alpes, CNRS, Grenoble INP*, G2Elab, 38000 Grenoble, France)

Abstract

Due to the rise of smart grids, new players and services are emerging and can have an impact on the decision-making process in distribution networks, which, over the past decades, were only driven by linear demand growth with a low level of uncertainties. Nowadays, the evolution of distribution networks and investment decisions (conductors and transformers) can no longer be based solely on deterministic assumptions of load evolution since there is a high level of uncertainties related to the development of electrical loads such as electric vehicles. In this paper, we focus on the uncertainty of the peak power, key elements for triggering an investment, and the flexibility to choose between different topologies of electric networks. To solve this problem, we apply a real option approach and provide an analytical model with closed-form solutions that allows a full treatment of the dynamic aspects of the decision to reconsider the topology of the network. Moreover, through a comparative statics analysis, we infer the sensitivity of the option value to modify the network with respect to the volatility of the peak power, the associated investment cost or other types of costs of power losses, the growth rate, or the discount rate.

Suggested Citation

  • Marie-Cécile Alvarez-Herault & Jean-Pierre Dib & Oana Ionescu & Bertrand Raison, 2022. "Long-Term Planning of Electrical Distribution Grids: How Load Uncertainty and Flexibility Affect the Investment Timing," Energies, MDPI, vol. 15(16), pages 1-27, August.
  • Handle: RePEc:gam:jeners:v:15:y:2022:i:16:p:6084-:d:894514
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    References listed on IDEAS

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    1. Henao, A. & Sauma, E. & Reyes, T. & Gonzalez, A., 2017. "What is the value of the option to defer an investment in Transmission Expansion Planning? An estimation using Real Options," Energy Economics, Elsevier, vol. 65(C), pages 194-207.
    2. Ma, Yiju & Chapman, Archie C. & Verbič, Gregor, 2022. "Valuation of compound real options for co-investment in residential battery systems," Applied Energy, Elsevier, vol. 318(C).
    3. 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.
    4. Lenos Trigeorgis, 1993. "Real Options and Interactions With Financial Flexibility," Financial Management, Financial Management Association, vol. 22(3), Fall.
    5. Huilian Liao, 2019. "Review on Distribution Network Optimization under Uncertainty," Energies, MDPI, vol. 12(17), pages 1-21, September.
    6. Matthew Gough & Sérgio F. Santos & Mohammed Javadi & Rui Castro & João P. S. Catalão, 2020. "Prosumer Flexibility: A Comprehensive State-of-the-Art Review and Scientometric Analysis," Energies, MDPI, vol. 13(11), pages 1-32, May.
    7. Luis M. Abadie & José M. Chamorro, 2011. "Valuing Expansions of the Electricity Transmission Network under Uncertainty: The Binodal Case," Energies, MDPI, vol. 4(10), pages 1-32, October.
    8. Schachter, Jonathan A. & Mancarella, Pierluigi & Moriarty, John & Shaw, Rita, 2016. "Flexible investment under uncertainty in smart distribution networks with demand side response: Assessment framework and practical implementation," Energy Policy, Elsevier, vol. 97(C), pages 439-449.
    9. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    10. Štefan Bojnec & Alan Križaj, 2021. "Electricity Markets during the Liberalization: The Case of a European Union Country," Energies, MDPI, vol. 14(14), pages 1-21, July.
    11. Merton, Robert C., 1976. "Option pricing when underlying stock returns are discontinuous," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 125-144.
    12. Kucsera, Dénes & Rammerstorfer, Margarethe, 2014. "Regulation and grid expansion investment with increased penetration of renewable generation," Resource and Energy Economics, Elsevier, vol. 37(C), pages 184-200.
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