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Operating reserves in the three most windy U.S. power markets: A technical review

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  • Tsai, Chen-Hao

Abstract

This paper reviews the procured capacity of operating reserves and its relationship with increasing penetration of wind energy in the top three United States power markets that have most wind generation, including Electric Reliability Council of Texas (ERCOT), Midcontinent Independent System Operator (MISO), and Southwest Power Pool (SPP). Using hourly data for the period of January 1, 2014, to October 31, 2019, we find there was a stable or even declining trend of procured operating reserve quantities among these three markets, while wind energy production collectively grew by more than 80% during the study period. Our study finds that in all three markets the growing wind energy production has not yet significantly increase the magnitude and temporal pattern of net-load ramp, hence potentially rendering a stable or even declining need of operating reserves. The empirical results in this paper support arguments in extant literature that the impact of wind on the operating reserves is more likely related to deviations from normal operation conditions but not for a contingency event. The geographical distribution of wind resources in all three markets could have also helped to reduce the need of additional operating reserves.

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  • Tsai, Chen-Hao, 2021. "Operating reserves in the three most windy U.S. power markets: A technical review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    • Handle: RePEc:eee:rensus:v:135:y:2021:i:c:s1364032120304809
    DOI: 10.1016/j.rser.2020.110190
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    References listed on IDEAS

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    1. Banshwar, Anuj & Sharma, Naveen Kumar & Sood, Yog Raj & Shrivastava, Rajnish, 2019. "Market-based participation of energy storage scheme to support renewable energy sources for the procurement of energy and spinning reserve," Renewable Energy, Elsevier, vol. 135(C), pages 326-344.
    2. Zarnikau, J. & Woo, C.K. & Zhu, S. & Tsai, C.H., 2019. "Market price behavior of wholesale electricity products: Texas," Energy Policy, Elsevier, vol. 125(C), pages 418-428.
    3. Cardoso, G. & Stadler, M. & Mashayekh, S. & Hartvigsson, E., 2017. "The impact of ancillary services in optimal DER investment decisions," Energy, Elsevier, vol. 130(C), pages 99-112.
    4. Banshwar, Anuj & Sharma, Naveen Kumar & Sood, Yog Raj & Shrivastava, Rajnish, 2017. "Market based procurement of energy and ancillary services from Renewable Energy Sources in deregulated environment," Renewable Energy, Elsevier, vol. 101(C), pages 1390-1400.
    5. Kumar, Abhishek & Meena, Nand K. & Singh, Arvind R. & Deng, Yan & He, Xiangning & Bansal, R.C. & Kumar, Praveen, 2019. "Strategic integration of battery energy storage systems with the provision of distributed ancillary services in active distribution systems," Applied Energy, Elsevier, vol. 253(C), pages 1-1.
    6. Banshwar, Anuj & Sharma, Naveen Kumar & Sood, Yog Raj & Shrivastava, Rajnish, 2017. "Real time procurement of energy and operating reserve from Renewable Energy Sources in deregulated environment considering imbalance penalties," Renewable Energy, Elsevier, vol. 113(C), pages 855-866.
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    Cited by:

    1. Kim, James Hyungkwan & Kahrl, Fredrich & Mills, Andrew & Wiser, Ryan & Montañés, Cristina Crespo & Gorman, Will, 2023. "Economic evaluation of variable renewable energy participation in U.S. ancillary services markets," Utilities Policy, Elsevier, vol. 82(C).

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    More about this item

    Keywords

    Operating reserve; Ancillary service; Wind generation;
    All these keywords.

    JEL classification:

    • L94 - Industrial Organization - - Industry Studies: Transportation and Utilities - - - Electric Utilities
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources

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