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Seasonal Energy Storage Operations with Limited Flexibility: The Price-Adjusted Rolling Intrinsic Policy

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  • Owen Q. Wu

    (Stephen M. Ross School of Business, University of Michigan, Ann Arbor, Michigan 48109)

  • Derek D. Wang

    (Desautels Faculty of Management, McGill University, Montreal, Quebec H3A 1G5, Canada)

  • Zhenwei Qin

    (DTE Energy, Ann Arbor, Michigan 48104)

Abstract

The value of seasonal energy storage depends on how the firm operates storage to capture seasonal price spreads. Energy storage operations typically face limited operational flexibility characterized by the speed of storing and releasing energy, which makes the optimal policy, in general, difficult to compute. A widely used practice-based heuristic, the rolling intrinsic (RI) policy, generally performs well compared with an optimal policy but can significantly underperform in some cases. In this paper, we aim to understand the gap between the RI policy and the optimal policy and leverage the resulting insights to improve the RI policy. A new heuristic policy, the price-adjusted rolling intrinsic (PARI) policy, is developed based on theoretical analysis of storage options. This heuristic adjusts certain prices before applying the RI policy to provide the RI policy with estimates of the values of various storage options. We evaluate the performance of the RI and PARI polices using actual data from the natural gas industry. Our results show that, on average, the PARI policy recovers about 67% of the value loss of the RI policy. Furthermore, when the value loss of the RI policy is larger, the PARI policy tends to recover a higher fraction of that value loss.

Suggested Citation

  • Owen Q. Wu & Derek D. Wang & Zhenwei Qin, 2012. "Seasonal Energy Storage Operations with Limited Flexibility: The Price-Adjusted Rolling Intrinsic Policy," Manufacturing & Service Operations Management, INFORMS, vol. 14(3), pages 455-471, July.
    • Handle: RePEc:inm:ormsom:v:14:y:2012:i:3:p:455-471
    DOI: 10.1287/msom.1120.0386
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