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Electric vehicle batteries alone could satisfy short-term grid storage demand by as early as 2030

Author

Listed:
  • Chengjian Xu

    (Leiden University)

  • Paul Behrens

    (Leiden University)

  • Paul Gasper

    (National Renewable Energy Lab)

  • Kandler Smith

    (National Renewable Energy Lab)

  • Mingming Hu

    (Leiden University)

  • Arnold Tukker

    (Leiden University
    Netherlands Organisation for Applied Scientific Research TNO)

  • Bernhard Steubing

    (Leiden University)

Abstract

The energy transition will require a rapid deployment of renewable energy (RE) and electric vehicles (EVs) where other transit modes are unavailable. EV batteries could complement RE generation by providing short-term grid services. However, estimating the market opportunity requires an understanding of many socio-technical parameters and constraints. We quantify the global EV battery capacity available for grid storage using an integrated model incorporating future EV battery deployment, battery degradation, and market participation. We include both in-use and end-of-vehicle-life use phases and find a technical capacity of 32–62 terawatt-hours by 2050. Low participation rates of 12%–43% are needed to provide short-term grid storage demand globally. Participation rates fall below 10% if half of EV batteries at end-of-vehicle-life are used as stationary storage. Short-term grid storage demand could be met as early as 2030 across most regions. Our estimates are generally conservative and offer a lower bound of future opportunities.

Suggested Citation

  • Chengjian Xu & Paul Behrens & Paul Gasper & Kandler Smith & Mingming Hu & Arnold Tukker & Bernhard Steubing, 2023. "Electric vehicle batteries alone could satisfy short-term grid storage demand by as early as 2030," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-022-35393-0
    DOI: 10.1038/s41467-022-35393-0
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    References listed on IDEAS

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    1. Guille, Christophe & Gross, George, 2009. "A conceptual framework for the vehicle-to-grid (V2G) implementation," Energy Policy, Elsevier, vol. 37(11), pages 4379-4390, November.
    2. Kristen A. Severson & Peter M. Attia & Norman Jin & Nicholas Perkins & Benben Jiang & Zi Yang & Michael H. Chen & Muratahan Aykol & Patrick K. Herring & Dimitrios Fraggedakis & Martin Z. Bazant & Step, 2019. "Data-driven prediction of battery cycle life before capacity degradation," Nature Energy, Nature, vol. 4(5), pages 383-391, May.
    3. Patrick Plötz & Simon Árpád Funke & Patrick Jochem, 2018. "Empirical Fuel Consumption and CO2 Emissions of Plug‐In Hybrid Electric Vehicles," Journal of Industrial Ecology, Yale University, vol. 22(4), pages 773-784, August.
    4. Uddin, Kotub & Dubarry, Matthieu & Glick, Mark B., 2018. "The viability of vehicle-to-grid operations from a battery technology and policy perspective," Energy Policy, Elsevier, vol. 113(C), pages 342-347.
    5. Brown, T. & Schlachtberger, D. & Kies, A. & Schramm, S. & Greiner, M., 2018. "Synergies of sector coupling and transmission reinforcement in a cost-optimised, highly renewable European energy system," Energy, Elsevier, vol. 160(C), pages 720-739.
    6. Lund, Peter D. & Lindgren, Juuso & Mikkola, Jani & Salpakari, Jyri, 2015. "Review of energy system flexibility measures to enable high levels of variable renewable electricity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 45(C), pages 785-807.
    7. Xiao-Guang Yang & Teng Liu & Chao-Yang Wang, 2021. "Thermally modulated lithium iron phosphate batteries for mass-market electric vehicles," Nature Energy, Nature, vol. 6(2), pages 176-185, February.
    8. Omar J. Guerra, 2021. "Beyond short-duration energy storage," Nature Energy, Nature, vol. 6(5), pages 460-461, May.
    9. Yunwei Zhang & Qiaochu Tang & Yao Zhang & Jiabin Wang & Ulrich Stimming & Alpha A. Lee, 2020. "Identifying degradation patterns of lithium ion batteries from impedance spectroscopy using machine learning," Nature Communications, Nature, vol. 11(1), pages 1-6, December.
    10. Gavin Harper & Roberto Sommerville & Emma Kendrick & Laura Driscoll & Peter Slater & Rustam Stolkin & Allan Walton & Paul Christensen & Oliver Heidrich & Simon Lambert & Andrew Abbott & Karl Ryder & L, 2019. "Recycling lithium-ion batteries from electric vehicles," Nature, Nature, vol. 575(7781), pages 75-86, November.
    11. Giordano, Vincenzo & Fulli, Gianluca, 2012. "A business case for Smart Grid technologies: A systemic perspective," Energy Policy, Elsevier, vol. 40(C), pages 252-259.
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    2. Liu, Chenghao & Deng, Zhongwei & Zhang, Xiaohong & Bao, Huanhuan & Cheng, Duanqian, 2024. "Battery state of health estimation across electrochemistry and working conditions based on domain adaptation," Energy, Elsevier, vol. 297(C).

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