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A Heuristic Approach for Estimating Charging Demand from Long Distance Trips at Fast Charging Stations

Abstract

In this paper, we propose a method for determining future charging demand at public fast charging stations. The method links charging behavior with existing traffic and energy demand models. This results in a prediction of demand for public fast charging from long-distance trips on a nation-wide level. To validate the model, we compare with observed charging sessions in Norway, and the results show that the model is able to provide a decent approximation of charging patterns with average R 2 -values of 0.72 and 0.76 for the energy demand and traffic volume hourly profiles.
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Category

Academic article

Language

English

Affiliation

  • SINTEF Community / Mobility
  • SINTEF Energy Research / Energy Systems

Year

2027

Published in

Lecture Notes in Mobility

ISSN

2196-5544

Page(s)

535 - 543

View this publication at Norwegian Research Information Repository