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Gas Storage Valuation: Price Modelling v. Optimization Methods

Author

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  • Bjerksund, Petter

    (Dept. of Finance and Management Science, Norwegian School of Economics and Business Administration)

  • Stensland, Gunnar

    (Dept. of Finance and Management Science, Norwegian School of Economics and Business Administration)

  • Vagstad, Frank

    (Viz Risk Management)

Abstract

The existence of a financial gas market motivates the analysis of gas storage as a separate asset, using the market value context for utilization and valuation. In the recent literature, gas storage is typically analysed within a framework with a simple one-factor price dynamics that is solved to optimality. We follow a different approach, where the market is represented by a forward curve with daily granularity, the price uncertainty is represented by six factors, and where we impose a simple and intuitive storage strategy that follows from repeated maximization of the intrinsic value. Based on UK natural gas market price data, we obtain the gas storage value using our approach, and compare with results from one-factor models as well as with perfect foresight. We find that our approach captures much more of the true flexibility value than the one-factor models. Our results indicate that the appropriate framework for analyzing complex assets like gas storage is a rich representation of the price dynamics combined with a simple and intuitive decision rule.

Suggested Citation

  • Bjerksund, Petter & Stensland, Gunnar & Vagstad, Frank, 2008. "Gas Storage Valuation: Price Modelling v. Optimization Methods," Discussion Papers 2008/20, Norwegian School of Economics, Department of Business and Management Science.
  • Handle: RePEc:hhs:nhhfms:2008_020
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    File URL: http://hdl.handle.net/11250/163950
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    References listed on IDEAS

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    1. Robert A. Jarrow, 2009. "The Term Structure of Interest Rates," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 69-96, November.
    2. Cox, John C. & Ross, Stephen A., 1976. "The valuation of options for alternative stochastic processes," Journal of Financial Economics, Elsevier, vol. 3(1-2), pages 145-166.
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    1. Patrick Hénaff & Ismail Laachir & Francesco Russo, 2018. "Gas Storage Valuation and Hedging: A Quantification of Model Risk," IJFS, MDPI, vol. 6(1), pages 1-27, March.
    2. Cummins, Mark & Kiely, Greg & Murphy, Bernard, 2018. "Gas storage valuation under multifactor Lévy processes," Journal of Banking & Finance, Elsevier, vol. 95(C), pages 167-184.
    3. Stein-Erik Fleten & Espen Bråthen & Sigurd-Erik Nissen-Meyer, . "Evaluation of static hedging strategies for hydropower producers in the Nordic market," Journal of Energy Markets, Journal of Energy Markets.
    4. Nemat Safarov & Colin Atkinson, 2016. "Natural gas-fired power plants valuation and optimisation under Levy copulas and regime-switching," Papers 1607.01207, arXiv.org, revised Jul 2016.
    5. Nemat Safarov & Colin Atkinson, 2017. "Natural Gas-Fired Power Plants Valuation And Optimization Under Lévy Copulas And Regime Switching," International Journal of Theoretical and Applied Finance (IJTAF), World Scientific Publishing Co. Pte. Ltd., vol. 20(01), pages 1-38, February.
    6. Bastian Felix, 2012. "Gas Storage Valuation: A Comparative Simulation Study," EWL Working Papers 1201, University of Duisburg-Essen, Chair for Management Science and Energy Economics, revised Apr 2014.
    7. Mark Cummins & Fabian Gogolin & Fearghal Kearney & Greg Kiely & Bernard Murphy, 2023. "Practice-relevant model validation: distributional parameter risk analysis in financial model risk management," Annals of Operations Research, Springer, vol. 330(1), pages 431-455, November.

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    JEL classification:

    • Q40 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - General

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