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Large-scale battery storage, short-term market outcomes, and arbitrage

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  • Lamp, Stefan
  • Samano, Mario

Abstract

The expansion of the share of renewable energy in the portfolio mix of the electricity generation sector has accelerated the development and integration of large-scale battery storage facilities. We document charging and discharging patterns in the California market and show how the utility-scale batteries’ activity correlates with load and real-time prices during 2018 and 2019. The empirical findings are partially consistent with the optimal solution of an arbitrage maximizer, indicating that battery owners respond to price incentives only at certain hours of the day. In addition, we provide evidence that battery deployment in the years 2013 through 2017 lowered average intra-day wholesale price spreads and that current market conditions limit the profitability of batteries in this market.

Suggested Citation

  • Lamp, Stefan & Samano, Mario, 2022. "Large-scale battery storage, short-term market outcomes, and arbitrage," Energy Economics, Elsevier, vol. 107(C).
    • Handle: RePEc:eee:eneeco:v:107:y:2022:i:c:s0140988321006241
    DOI: 10.1016/j.eneco.2021.105786
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    1. Lazkano, Itziar & Nøstbakken, Linda & Pelli, Martino, 2017. "From fossil fuels to renewables: The role of electricity storage," European Economic Review, Elsevier, vol. 99(C), pages 113-129.
    2. Diaf, S. & Belhamel, M. & Haddadi, M. & Louche, A., 2008. "Technical and economic assessment of hybrid photovoltaic/wind system with battery storage in Corsica island," Energy Policy, Elsevier, vol. 36(2), pages 743-754, February.
    3. Duncan S. Callaway & Meredith Fowlie & Gavin McCormick, 2018. "Location, Location, Location: The Variable Value of Renewable Energy and Demand-Side Efficiency Resources," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 39-75.
    4. Monica Giulietti, Luigi Grossi, Elisa Trujillo Baute, and Michael Waterson, 2018. "Analyzing the Potential Economic Value of Energy Storage," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    5. David Andrés‐Cerezo & Natalia Fabra, 2023. "Storing power: market structure matters," RAND Journal of Economics, RAND Corporation, vol. 54(1), pages 3-53, March.
    6. Lucas Davis & Catherine Hausman, 2016. "Market Impacts of a Nuclear Power Plant Closure," American Economic Journal: Applied Economics, American Economic Association, vol. 8(2), pages 92-122, April.
    7. Kevin Novan, 2015. "Valuing the Wind: Renewable Energy Policies and Air Pollution Avoided," American Economic Journal: Economic Policy, American Economic Association, vol. 7(3), pages 291-326, August.
    8. Abrell, Jan & Rausch, Sebastian & Streitberger, Clemens, 2019. "Buffering volatility: Storage investments and technology-specific renewable energy support," Energy Economics, Elsevier, vol. 84(S1).
    9. Olivier Bahn, Mario Samano, and Paul Sarkis, 2021. "Market Power and Renewables: The Effects of Ownership Transfers," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    10. Lin, Boqiang & Wu, Wei & Bai, Mengqi & Xie, Chunping & Radcliffe, Jonathan, 2019. "Liquid air energy storage: Price arbitrage operations and sizing optimization in the GB real-time electricity market," Energy Economics, Elsevier, vol. 78(C), pages 647-655.
    11. Antweiler, Werner, 2021. "Microeconomic models of electricity storage: Price Forecasting, arbitrage limits, curtailment insurance, and transmission line utilization," Energy Economics, Elsevier, vol. 101(C).
    12. Tabari, Mokhtar & Shaffer, Blake, 2020. "Paying for performance: The role of policy in energy storage deployment," Energy Economics, Elsevier, vol. 92(C).
    13. Sioshansi, Ramteen & Denholm, Paul & Jenkin, Thomas & Weiss, Jurgen, 2009. "Estimating the value of electricity storage in PJM: Arbitrage and some welfare effects," Energy Economics, Elsevier, vol. 31(2), pages 269-277, March.
    14. James Bushnell & Kevin Novan, 2021. "Setting with the Sun: The Impacts of Renewable Energy on Conventional Generation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 8(4), pages 759-796.
    15. Gautam Gowrisankaran & Stanley S. Reynolds & Mario Samano, 2016. "Intermittency and the Value of Renewable Energy," Journal of Political Economy, University of Chicago Press, vol. 124(4), pages 1187-1234.
    16. Joseph Cullen, 2013. "Measuring the Environmental Benefits of Wind-Generated Electricity," American Economic Journal: Economic Policy, American Economic Association, vol. 5(4), pages 107-133, November.
    17. Lamont, Alan D., 2008. "Assessing the long-term system value of intermittent electric generation technologies," Energy Economics, Elsevier, vol. 30(3), pages 1208-1231, May.
    18. R. Andrew Butters & Jackson Dorsey & Gautam Gowrisankaran, 2021. "Soaking Up the Sun: Battery Investment, Renewable Energy, and Market Equilibrium," NBER Working Papers 29133, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Sai Bravo & Carole Haritchabalet, 2023. "Prosumers: Grid Storage vs Small Fuel-Cell," Working Papers hal-04119625, HAL.
    2. Brown, David P. & Muehlenbachs, Lucija, 2023. "The Value of Electricity Reliability: Evidence from Battery Adoption," Working Papers 2023-5, University of Alberta, Department of Economics, revised 26 Jul 2024.
    3. Topalović, Zejneba & Haas, Reinhard & Sayer, Marlene, 2024. "Economic benefits of PHS and Li-ion storage. Study cases: Austria and Bosnia and Herzegovina," Applied Energy, Elsevier, vol. 362(C).
    4. Rangarajan, Arvind & Foley, Sean & Trück, Stefan, 2023. "Assessing the impact of battery storage on Australian electricity markets," Energy Economics, Elsevier, vol. 120(C).
    5. Brown, David P. & Muehlenbachs, Lucija, 2024. "The value of electricity reliability: Evidence from battery adoption," Journal of Public Economics, Elsevier, vol. 239(C).
    6. Graça Gomes, João & Jiang, Juan & Chong, Cheng Tung & Telhada, João & Zhang, Xu & Sammarchi, Sergio & Wang, Shuyang & Lin, Yu & Li, Jialong, 2023. "Hybrid solar PV-wind-battery system bidding optimisation: A case study for the Iberian and Italian liberalised electricity markets," Energy, Elsevier, vol. 263(PD).
    7. Yan Lu & Xuan Liu & Yan Zhang & Zhiqiao Yang & Yunna Wu, 2023. "Investment Efficiency Assessment Model for Pumped Storage Power Plants Considering Grid Operation Demand under Fuzzy Environment: A Case Study in China," Sustainability, MDPI, vol. 15(11), pages 1-23, May.
    8. Sai Bravo & Carole Haritchabalet, 2023. "Prosumers: Grid Storage vs Small Fuel-Cell," Working papers of Transitions Energétiques et Environnementales (TREE) hal-04119625, HAL.

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    More about this item

    Keywords

    Battery storage; Electricity markets; Renewable energy; Equilibrium prices;
    All these keywords.

    JEL classification:

    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q42 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Alternative Energy Sources
    • Q48 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Government Policy
    • Q55 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environmental Economics: Technological Innovation

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