Optimization models for placement of an energy-aware electric vehicle charging infrastructure

被引:45
|
作者
Yi, Zonggen [1 ]
Bauer, Peter H. [1 ]
机构
[1] Univ Notre Dame, Dept Elect Engn, Notre Dame, IN 46556 USA
基金
美国国家科学基金会;
关键词
Charging infrastructure placement; Electric vehicles; Energy-aware optimization models; Multi-objective optimization; SPECIAL SECTION; STATIONS; ALLOCATION; LOCATION; ASSIGNMENT;
D O I
10.1016/j.tre.2016.04.013
中图分类号
F [经济];
学科分类号
02 ;
摘要
This paper addresses the problem of optimally placing charging stations in urban areas. Two optimization criteria are used: maximizing the number of reachable households and minimizing overall e-transportation energy cost. The decision making models used for both cases are mixed integer programming with linear and nonlinear energy-aware constraints. A multi-objective optimization model that handles both criteria (number of reachable households and transportation energy) simultaneously is also presented. A number of simulation results are provided for two different cities in order to illustrate the proposed methods. Among other insights, these results show that the multi-objective optimization provides improved placement results. (C) 2016 Elsevier Ltd. All rights reserved.
引用
收藏
页码:227 / 244
页数:18
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