Impacts of charging behavior on BEV charging infrastructure needs and energy use
Journal article, 2023

Battery electric vehicles (BEVs) are vital in the sustainable future of transport systems. Increased BEV adoption makes the realistic assessment of charging infrastructure demand critical. The current literature on charging infrastructure often uses outdated charging behavior assumptions such as universal access to home chargers and the "Liquid-fuel" mental model. We simulate charging infrastructure needs using a large-scale agent-based simulation of Sweden with detailed individual characteristics, including dwelling types and activity patterns. The two state-of-art archetypes of charging behaviors, "Plan-ahead" and "Event-triggered," mirror the current infrastructure built-up, suggesting 2.3-4.5 times more public chargers per BEV than the "Liquid-fuel" mental model. We also estimate roughly 30-150 BEVs served by a slow charger may be needed for non-home residential overnight charging.

Infrastructure

Battery electric cars

Charging behavior

Synthetic population

Agent-based simulation

Spatio-temporal patterns

Author

Yuan Liao

Chalmers, Space, Earth and Environment, Physical Resource Theory

Çaglar Tozluoglu

Chalmers, Space, Earth and Environment, Physical Resource Theory

Frances Sprei

Chalmers, Space, Earth and Environment, Physical Resource Theory

Sonia Yeh

Chalmers, Space, Earth and Environment, Physical Resource Theory

Swapnil Vilas Dhamal

Chalmers, Space, Earth and Environment, Physical Resource Theory

Transportation Research Part D: Transport and Environment

1361-9209 (ISSN)

Vol. 116 103645

The new future of mobility: Using a Synthetic Sweden to study transition pathways to autonomous, shared, and electromobility

Formas (2018-01768), 2019-01-01 -- 2023-11-30.

Driving Forces

Sustainable development

Areas of Advance

Transport

Energy

Subject Categories

Economic Geography

Other Environmental Engineering

Environmental Sciences

DOI

10.1016/j.trd.2023.103645

Related datasets

Open synthetic data on travel and charging demand of battery electric cars: An agent-based simulation on three charging behavior archetypes [dataset]

DOI: 10.5281/zenodo.7549847 URI: https://zenodo.org/record/7549847#.Y-SvIHaZNaY

More information

Latest update

2/16/2023