A fluid model of an electric vehicle charging network

Angelos Aveklouris; Maria Vlasiou; Bert Zwart

doi:10.48550/arXiv.2004.05637

A fluid model of an electric vehicle charging network

Angelos Aveklouris, Maria Vlasiou, Bert Zwart

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Abstract

We develop and analyze a measure-valued fluid model keeping track of parking and charging requirements of electric vehicles in a local distribution grid. We show how this model arises as an accumulation point of an appropriately scaled sequence of stochastic network models. The invariant point of the fluid model encodes the electrical characteristics of the network and the stochastic behavior of its users, and it is characterized, when it exists, by the solution of a so-called Alternating Current Optimal Power Flow (ACOPF) problem.

Original language	English
Article number	2004.05637
Number of pages	33
Journal	arXiv
Volume	2020
DOIs	https://doi.org/10.48550/arXiv.2004.05637
Publication status	Published - 12 Apr 2020

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10.48550/arXiv.2004.05637

2004.05637v1Final published version, 733 KB

https://arxiv.org/abs/2004.05637

Stochactic processes on interacting networks
Maria Vlasiou (Content manager)
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1 Article

Complete resource pooling of a load-balancing policy for a network of battery swapping stations
Sloothaak, F., Cruise, J. R., Shneer, S., Vlasiou, M. & Zwart, B., Oct 2021, In: Queueing Systems. 99, 1-2, p. 65-120 56 p.
Research output: Contribution to journal › Article › Academic › peer-review

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abstract = "We develop and analyze a measure-valued fluid model keeping track of parking and charging requirements of electric vehicles in a local distribution grid. We show how this model arises as an accumulation point of an appropriately scaled sequence of stochastic network models. The invariant point of the fluid model encodes the electrical characteristics of the network and the stochastic behavior of its users, and it is characterized, when it exists, by the solution of a so-called Alternating Current Optimal Power Flow (ACOPF) problem. ",

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A fluid model of an electric vehicle charging network

Abstract

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Stochactic processes on interacting networks

Research output

Complete resource pooling of a load-balancing policy for a network of battery swapping stations

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