Phase separation induces congestion waves in electric vehicle charging
Philip Marszal, Marc Timme, Malte Schr\"oder

TL;DR
This paper reveals how limited electric vehicle charging infrastructure can lead to unique forward-propagating congestion waves caused by queue-avoidance behavior, impacting traffic flow and infrastructure planning.
Contribution
It uncovers a novel congestion mechanism in electric vehicle traffic, demonstrating phase separation and forward-moving congestion waves due to indirect interactions at charging stations.
Findings
Congestion arises from queue-avoidance behavior at charging stations.
Clustering of occupied stations leads to phase separation in traffic flow.
Congestion waves propagate forward, unlike traditional backward waves.
Abstract
Electric vehicles may dominate motorized transport in the next decade, yet the impact of the collective dynamics of electric mobility on long-range traffic flow is still largely unknown. We demonstrate a type of congestion that arises if charging infrastructure is limited or electric vehicle density is high. This congestion emerges solely through indirect interactions at charging infrastructure by queue-avoidance behavior that - counterintuitively - induces clustering of occupied charging stations and phase separation of the flow into free and congested stations. The resulting congestion waves always propagate forward in the direction of travel, in contrast to typically backward-propagating congestion waves known from traditional traffic jams. These results may guide the planning and design of charging infrastructure and decision support applications in the near future.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
