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Tradeoffs between revenue and emissions in energy storage operation

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  • Arciniegas, Laura M.
  • Hittinger, Eric

Abstract

Grid-level energy storage is an emerging technology that provides operational flexibility for managing electricity demand, integrating renewable energy, and improving system reliability. However, it has been established that revenue-maximizing grid-level energy storage tends to increase system emissions in current US electricity grids. In this work, we consider storage operational strategies that value both revenue and CO2 emissions to understand the tradeoffs between these two criteria. We use actual electricity prices and marginal emissions factors in a linear programming model that optimizes operation between annual revenue and CO2 emissions to find the Pareto Frontier for 22 eGRID sub-regions. We find that, in many US regions, marginal storage-induced CO2 emissions can be decreased significantly (25–50%) with little effect on revenue (1–5%). Electricity grids with larger flexibility in daily electricity prices and in marginal emissions factors have more potential to reduce annual storage CO2 emissions at low cost to storage operators. These results show that negative environmental effects of storage operation can be reduced or eliminated at low cost through voluntary or regulatory shifts in operational patterns.

Suggested Citation

  • Arciniegas, Laura M. & Hittinger, Eric, 2018. "Tradeoffs between revenue and emissions in energy storage operation," Energy, Elsevier, vol. 143(C), pages 1-11.
  • Handle: RePEc:eee:energy:v:143:y:2018:i:c:p:1-11
    DOI: 10.1016/j.energy.2017.10.123
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    4. Tronchin, Lamberto & Manfren, Massimiliano & Nastasi, Benedetto, 2018. "Energy efficiency, demand side management and energy storage technologies – A critical analysis of possible paths of integration in the built environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 95(C), pages 341-353.
    5. Shrader, Jeffrey G. & Lewis, Christy & McCormick, Gavin & Rabideau, Isabelle & Unel, Burcin, 2021. "(Not so) Clean Peak Energy Standards," Energy, Elsevier, vol. 225(C).
    6. Wang, Sarah & Tarroja, Brian & Schell, Lori Smith & Shaffer, Brendan & Samuelsen, Scott, 2019. "Prioritizing among the end uses of excess renewable energy for cost-effective greenhouse gas emission reductions," Applied Energy, Elsevier, vol. 235(C), pages 284-298.
    7. Jun Zhao & Xiaonan Wang & Jinsheng Chu, 2022. "The Strategies for Increasing Grid-Integrated Share of Renewable Energy with Energy Storage and Existing Coal Fired Power Generation in China," Energies, MDPI, vol. 15(13), pages 1-18, June.
    8. Bardwell, Louise & Blackhall, Lachlan & Shaw, Marnie, 2023. "Emissions and prices are anticorrelated in Australia’s electricity grid, undermining the potential of energy storage to support decarbonisation," Energy Policy, Elsevier, vol. 173(C).
    9. Boampong, Richard & Brown, David P., 2020. "On the benefits of behind-the-meter rooftop solar and energy storage: The importance of retail rate design," Energy Economics, Elsevier, vol. 86(C).
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    11. Braeuer, Fritz & Finck, Rafael & McKenna, Russell, 2020. "Comparing empirical and model-based approaches for calculating dynamic grid emission factors: An application to CO2-minimizing storage dispatch in Germany," Working Paper Series in Production and Energy 44, Karlsruhe Institute of Technology (KIT), Institute for Industrial Production (IIP).
    12. Mallapragada, Dharik S. & Sepulveda, Nestor A. & Jenkins, Jesse D., 2020. "Long-run system value of battery energy storage in future grids with increasing wind and solar generation," Applied Energy, Elsevier, vol. 275(C).

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    Keywords

    Energy storage; Marginal emissions; Electricity system; CO2;
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