Optimal Planning of Charging Stations in Coupled Transportation and Power Networks Based on User Equilibrium Conditions

被引:18
|
作者
Ferro, Giulio [1 ]
Minciardi, Riccardo [1 ]
Parodi, Luca [1 ]
Robba, Michela [1 ]
机构
[1] Univ Genoa, Dept Informat Bioengn Robot & Syst Engn DIBRIS, I-16145 Genoa, Italy
关键词
Cascading style sheets; Optimization; Planning; Charging stations; Mathematical model; Vehicles; Reactive power; Charging stations (CSs); electric vehicles (EVs); optimization; smart grids; traffic control; transportation; ELECTRIC VEHICLES; LOCATION; STRATEGY; TRAVEL;
D O I
10.1109/TASE.2021.3066001
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this article, we propose a new bi-level approach for the location and sizing of charging stations (CSs) based on the integration of power distribution and traffic networks. At the lower level, the user choices and the energy demands are modeled through the user equilibrium (UE) traffic assignment conditions that are derived for the case of electric vehicles (EVs). At the higher level, an optimization problem is formalized for the optimal planning of locations, sizes, and unit prices of a set of new charging stations in a territory, which embeds the UE conditions and the power flow model as constraints. The main novelties lie in the integration of traffic and electric networks, the optimization problem formalization, and the inclusion of detailed electrical issues [such as the complete alternating current (AC) power flow equations and the modeling of CSs with different phases]. The developed model has been applied to a case study in the Genoa Municipality.
引用
收藏
页码:48 / 59
页数:12
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