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Super-linear Scaling Behavior for Electric Vehicle Chargers and Road Map to Addressing the Infrastructure Gap

Author

Listed:
  • Alexius Wadell
  • Matthew Guttenberg
  • Christopher P. Kempes
  • Venkatasubramanian Viswanathan

Abstract

Enabling widespread electric vehicle (EV) adoption requires substantial build-out of charging infrastructure in the coming decade. We formulate the charging infrastructure needs as a scaling analysis problem and use it to estimate the EV infrastructure needs of the US at a county-level resolution. Surprisingly, we find that the current EV infrastructure deployment scales super-linearly with population, deviating from the sub-linear scaling of gasoline stations and other infrastructure. We discuss how this demonstrates the infancy of EV station abundance compared to other mature transportation infrastructures. By considering the power delivery of existing gasoline stations, and appropriate EV efficiencies, we estimate the EV infrastructure gap at the county level, providing a road map for future EV infrastructure expansion. Our reliance on scaling analysis allows us to make a unique forecast in this domain.

Suggested Citation

  • Alexius Wadell & Matthew Guttenberg & Christopher P. Kempes & Venkatasubramanian Viswanathan, 2022. "Super-linear Scaling Behavior for Electric Vehicle Chargers and Road Map to Addressing the Infrastructure Gap," Papers 2204.03094, arXiv.org.
    • Handle: RePEc:arx:papers:2204.03094
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    1. Clémentine Cottineau & Olivier Finance & Erez Hatna & Elsa Arcaute & Michael Batty, 2019. "Defining urban clusters to detect agglomeration economies," Environment and Planning B, , vol. 46(9), pages 1611-1626, November.
    2. Zeileis, Achim & Kleiber, Christian & Jackman, Simon, 2008. "Regression Models for Count Data in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 27(i08).
    3. Daniel McFadden, 1977. "Quantitative Methods for Analyzing Travel Behaviour of Individuals: Some Recent Developments," Cowles Foundation Discussion Papers 474, Cowles Foundation for Research in Economics, Yale University.
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