Analysis of an Electric Vehicle Charging System Along a Highway

被引:0
作者
Cerotti, Davide [1 ]
Mancini, Simona [1 ]
Gribaudo, Marco [2 ]
Bobbio, Andrea [1 ]
机构
[1] Univ Piemonte Orientale, Alessandria, Italy
[2] Politecn Milan, Milan, Italy
来源
QUANTITATIVE EVALUATION OF SYSTEMS (QEST 2022) | 2022年 / 13479卷
关键词
Electric Vehicle; Charging infrastructure; Battery charge decision policy; Fluid Stochastic Petri Nets; STOCHASTIC PETRI NETS; ROUTING PROBLEM;
D O I
10.1007/978-3-031-16336-4_15
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
To reduce carbon emission, the transportation sector evolves toward replacing internal combustion vehicles by electric vehicles (EV). However, the limited driving ranges of EVs, their long recharge duration and the need of appropriate charging infrastructures require smart strategies to optimize the charging stops during a long trip. These challenges have generated a new area of studies that were mainly directed to extend the classical Vehicle Routing Problem (VRP) to a fleet of commercial EVs. In this paper, we propose a different point of view, by considering the interaction of private EVs with the related infrastructure, focusing on a highway trip. We consider a highway where charging stations are scattered along the road, and are equipped withmultiple chargers. Using Fluid Stochastic Petri Nets (FSPN), the paper compares different decision policies when to stop and recharge the battery to maximize the probability of a car to reach its destination and minimize the trip completion time.
引用
收藏
页码:298 / 316
页数:19
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