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电动汽车的普及进程与充电服务的便利程度密切相关
而充电基础设施的建设又必须考虑与配电系统扩展规划的协调。在此背景下
首先提出了基于节点充电需求的分散式充电桩的规划策略
之后构建了以投资成本和系统网损之和最小、快速充电站截获的交通流量最大为目标的配电系统与电动汽车充电网络协调规划的多目标优化模型。在所发展的模型中
引入了基于用户平衡的交通配流模型对快速充电站截获的交通流量进行分析
并运用排队论的相关理论以交通高峰时段车主的平均充电等待时间不超过一定阈值为原则配置各快速充电站的设备数量。最后
采用修改过交叉和变异算子的快速非支配排序遗传算法-Ⅱ对54节点配电系统和25节点交通网络的耦合系统进行测试分析
算例结果说明了所提出的模型与求解方法的基本特征
The penetration level of electric vehicles is closely related to the convenience of charging service provided by charging infrastructures. Additionally
the construction of charging infrastructures should be coordinated with the expansion planning of the power distribution system associated. Given this background
a strategy for deploying scattered charging posts based on the nodal charging demand of electric vehicles is presented first. Subsequently
a multi-objective optimization model
which is capable of minimizing the overall annual cost of investment and energy losses and maximizing the captured traffic flow by the fast charging stations (FCSs) simultaneously
is developed to address the coordinated planning problem of the power distribution system and electric vehicle charging systems. In the proposed model
the user equilibrium based traffic assignment model (UETAM) is applied to determining the traffic flow captured by FCSs. Furthermore
the queuing theory is utilized to determine the size of each FCS based on the principle that the average waiting time for charging service during the rush hour is less than or equal to the predefined threshold. Finally
the well-established non-dominant sorting genetic algorithm Ⅱ (NSGA-Ⅱ) with modified crossover and mutation operators is employed to seek the approximated Pareto frontier of the coupled 54-bus distribution system and 25-bus transportation testing system. Simulation results illustrate the basic characteristics of the model and solving method presented. This work is supported by National Basic Research Program of China (973 Program) (No. 2013CB228202) and National Natural Science Foundation of China (No. 51477151
No. 51361130152).
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