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Electricity demand assessment and charging infrastructure planning for long-haul electric vehicle operations in Ontario, Canada

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  • Dimatulac, Terence
  • Maoh, Hanna
  • Carriveau, Rupp

Abstract

As Canada advances toward its target of zero-emission heavy commercial vehicle sales by 2040, the success of long-haul electric vehicle (LHEV) adoption will depend on the availability of well-placed, high-capacity public charging infrastructure. This study evaluates how two critical real-world constraints, namely daily utilization time and site space capacity, affect the optimal design of Ontario's future on-route charging network by simulating a total of 63 scenarios. The results show that modest utilization thresholds (e.g., 8 h per day) can reduce the number of required stations by up to 20 % with minimal impact on service coverage. In contrast, restricted space capacity leads to steep declines in the number of supported trips unless more locations are added. When both constraints are applied together, their impacts are largely additive, increasing the need for infrastructure expansion while shifting grid demand across space and time. The study highlights the need to align transportation and electricity infrastructure planning, prioritize high-demand freight corridors, and support regulatory frameworks that promote efficient, high-utilization, and grid-resilient charging solutions.

Suggested Citation

  • Dimatulac, Terence & Maoh, Hanna & Carriveau, Rupp, 2026. "Electricity demand assessment and charging infrastructure planning for long-haul electric vehicle operations in Ontario, Canada," Transport Policy, Elsevier, vol. 178(C).
  • Handle: RePEc:eee:trapol:v:178:y:2026:i:c:s0967070x2500513x
    DOI: 10.1016/j.tranpol.2025.103970
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    1. Moreno Sader, Kariana & Biswas, Sayandeep & Jones, Rob & Mennig, Marian & Rezaei, Reza & Green, William H., 2025. "Battery electric long-haul trucking with overnight charging in the United States: A comprehensive costing and emissions analysis," Applied Energy, Elsevier, vol. 384(C).
    2. Guo, Ning & Jiang, Changmin & Guo, Liquan & Ling, Xiang & Wu, Chaoyun & Hao, Qingyi, 2025. "Wireless charging facility location decision in the context of microscopic traffic dynamics," Transport Policy, Elsevier, vol. 160(C), pages 107-115.
    3. Kwon, Kihyun, 2025. "Investigating the characteristics of public electric vehicle charging station: A case study of California," Transport Policy, Elsevier, vol. 166(C), pages 101-107.
    4. Dimatulac, Terence & Maoh, Hanna & Carriveau, Rupp, 2025. "Development and application of an optimization model to evaluate future charging demand for long-haul electric vehicles in Ontario, Canada," Journal of Transport Geography, Elsevier, vol. 122(C).
    5. Tian, Xuelin & An, Chunjiang & Chen, Zhikun, 2023. "The role of clean energy in achieving decarbonization of electricity generation, transportation, and heating sectors by 2050: A meta-analysis review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 182(C).
    6. Wan, Yuchun & He, Zhenggang & Gao, Yufan & Xue, Yujia, 2024. "Long-haul truck charging planning problem considering time flexibility and energy flexibility," Energy, Elsevier, vol. 306(C).
    7. Wilson H. McNeil & Jason Porzio & Fan Tong & Robert A. Harley & Maximilian Auffhammer & Corinne D. Scown, 2025. "Impact of truck electrification on air pollution disparities in the United States," Nature Sustainability, Nature, vol. 8(3), pages 276-286, March.
    8. Talebian, Hoda & Herrera, Omar E. & Tran, Martino & Mérida, Walter, 2018. "Electrification of road freight transport: Policy implications in British Columbia," Energy Policy, Elsevier, vol. 115(C), pages 109-118.
    9. Shao, Jing & Jiang, Changmin & Cui, Yinglong & Tang, Yao, 2023. "A game-theoretic model to compare charging infrastructure subsidy and electric vehicle subsidy policies," Transportation Research Part A: Policy and Practice, Elsevier, vol. 176(C).
    10. Young, Mischa & Tanguay, Georges A. & MacDonald, Adriane & Zhou, Ying & Giordano, Angelina, 2025. "Navigating municipal dynamics: unraveling the political threads in Canadian transport decarbonization policies," Transport Policy, Elsevier, vol. 171(C), pages 128-139.
    11. Joonho Ko & Tae-Hyoung Tommy Gim & Randall Guensler, 2017. "Locating refuelling stations for alternative fuel vehicles: a review on models and applications," Transport Reviews, Taylor & Francis Journals, vol. 37(5), pages 551-570, September.
    12. Maximilian Zähringer & Sebastian Wolff & Jakob Schneider & Georg Balke & Markus Lienkamp, 2022. "Time vs. Capacity—The Potential of Optimal Charging Stop Strategies for Battery Electric Trucks," Energies, MDPI, vol. 15(19), pages 1-18, September.
    13. Shao, Jing & Cui, Yinglong & Jiang, Changmin & Li, Hai, 2025. "The role of charging fee regulation in the adoption of electric vehicles," Transportation Research Part A: Policy and Practice, Elsevier, vol. 200(C).
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