Multi-Objective Optimization of Operation of Power-Traffic Systems Considering Dynamic Wireless Charging

被引:1
|
作者
Zhou, Ze [1 ]
Liu, Zhitao [1 ]
Su, Hongye [1 ]
Zhang, Liyan [2 ]
Wang, Wenhai [3 ]
机构
[1] Zhejiang Univ, Inst Cyber Syst & Control, State Key Lab Ind Control Technol, Hangzhou 310027, Peoples R China
[2] Wuhan Univ Technol, Sch Automat, Wuhan 430070, Peoples R China
[3] Zhejiang Univ, NGICS Platform, Hangzhou 310027, Peoples R China
来源
IFAC PAPERSONLINE | 2023年 / 56卷 / 02期
基金
中国国家自然科学基金;
关键词
Dynamic wireless charging; electric vehicles; multi-objective optimization; power-traffic systems; route recommendation algorithm;
D O I
10.1016/j.ifacol.2023.10.367
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
To reduce the consumption of fossil fuels, improve the environment, and optimize the energy structure, electric vehicles (EVs) have been developed rapidly. At the same time, to alleviate the range anxiety of EV users, the corresponding dynamic wireless charging (DWC) technology has also attracted extensive attention. Driven by EVs and DWC, the interdependency between the power system and transportation system becomes tighter. To improve the operation of the power-traffic system, we propose a multi-objective optimization problem incorporating transportation system congestion, power system generation cost, and total EV user charging cost. Assuming that the energy provided by the DWC can meet the consumption in EV travel, we construct a power demand model for grid buses. Furthermore, we model the microscopic characteristics of vehicle behaviors and propose an adaptive route recommendation algorithm. To solve the multi-objective problem, we adopt a non-dominated sorting genetic algorithm II. Finally, the case studies demonstrate the feasibility of the proposed multi-objective optimization problem and the effectiveness and superiority of the proposed algorithm. Copyright (c) 2023 The Authors. This is an open access article under the CC BY-NC-ND license
引用
收藏
页码:6654 / 6659
页数:6
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