Multi-objective optimization for 10-kW rated power dynamic wireless charging systems of electric vehicles

被引:0
作者
Ze Zhou
Zhitao Liu
Hongye Su
Liyan Zhang
机构
[1] Zhejiang University,State Key Laboratory of Industrial Control Technology, Institute of Cyber
[2] Wuhan University of Technology,Systems and Control
来源
Science China Information Sciences | 2022年 / 65卷
关键词
dynamic wireless charging; electric vehicles; multi-objective optimization; constrained adaptive particle swarm optimization;
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中图分类号
学科分类号
摘要
In this paper, we propose a method to optimize the output power, efficiency, and cost of the dynamic wireless charging (DWC) system of electric vehicles by using the transmitting coil spacing as the decision variable. In a set of transmitting equipment, we adopt a structure with two transmitting networks in parallel and derive loss models. The expressions of the output power and efficiency of the DWC system are obtained by data fitting. In addition, combined with the proposed cost function, we construct a multi-objective optimization problem on output power, efficiency, and cost. Due to the complexity of the objective function, it is difficult to solve the problem by the analytic method, and thus we propose a constrained adaptive particle swarm optimization (CAPSO) algorithm with high accuracy to solve the problem. Finally, the simulation results verify the feasibility of the proposed model. The advantages of the proposed CAPSO algorithm and the optimization results under different weight combinations are presented.
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共 90 条
[1]  
Budhia M(2011)Design and optimization of circular magnetic structures for lumped inductive power transfer systems IEEE Trans Power Electron 26 3096-3108
[2]  
Covic G A(2013)Development of a single-sided flux magnetic coupler for electric vehicle IPT charging systems IEEE Trans Ind Electron 60 318-328
[3]  
Boys J T(2015)Investigation of multiple decoupled coil primary pad topologies in lumped IPT systems for interoperable electric vehicle charging IEEE Trans Power Electron 30 1937-1955
[4]  
Budhia M(2004)Power transfer capability and bifurcation phenomena of loosely coupled inductive power transfer systems IEEE Trans Ind Electron 51 148-157
[5]  
Boys J T(2015)A double-sided LCC compensation network and its tuning method for wireless power transfer IEEE Trans Veh Technol 64 2261-2273
[6]  
Covic G A(2015)Integrated LCC compensation topology for wireless charger in electric and plug-in electric vehicles IEEE Trans Ind Electron 62 4215-4225
[7]  
Zaheer A(2015)Compact and efficient bipolar coupler for wireless power chargers: design and analysis IEEE Trans Power Electron 30 6130-6140
[8]  
Hao H(2020)Model predictive control for the receiving-side DC-DC converter of dynamic wireless power transfer IEEE Trans Power Electron 35 8985-8997
[9]  
Covic G A(2015)Primary-side power flow control of wireless power transfer for electric vehicle charging IEEE J Emerg Sel Top Power Electron 3 147-162
[10]  
Wang C S(2020)Control-oriented modeling of wireless power transfer systems with phase-shift control IEEE Trans Power Electron 35 2119-2134