Impacts of charging behavior on BEV charging infrastructure needs and energy use
Artikel i vetenskaplig tidskrift, 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 The current literature on charging infrastructure often uses outdated charging behavior assumptions such as universal access to home chargers and the "Liquid-fuel" mental model.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

Författare

Yuan Liao

Chalmers, Rymd-, geo- och miljövetenskap, Fysisk resursteori

Çaglar Tozluoglu

Chalmers, Rymd-, geo- och miljövetenskap, Fysisk resursteori

Frances Sprei

Chalmers, Rymd-, geo- och miljövetenskap, Fysisk resursteori

Sonia Yeh

Chalmers, Rymd-, geo- och miljövetenskap, Fysisk resursteori

Swapnil Vilas Dhamal

Chalmers, Rymd-, geo- och miljövetenskap, Fysisk resursteori

Transportation Research Part D: Transport and Environment

1361-9209 (ISSN)

Vol. 116 103645

En ny framtid för mobilitet: Synthetic Sweden, ett ramverk för studier av omställningen av transportsektorn till självkörande, delad och elektrisk mobilitet

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

Drivkrafter

Hållbar utveckling

Styrkeområden

Transport

Energi

Ämneskategorier

Ekonomisk geografi

Annan naturresursteknik

Miljövetenskap

DOI

10.1016/j.trd.2023.103645

Relaterade dataset

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

Mer information

Senast uppdaterat

2023-02-16