Stochastic Optimization of an Electric Bus Dynamic Wireless Charging System

被引:0
|
作者
Zhu, Xingzheng [1 ]
Fan, Hua [2 ]
Zhang, Shiyao [3 ]
Du, Jiao [4 ]
机构
[1] Shenzhen Polytech Univ, Inst Appl Artificial Intelligence Guangdong Hong K, Hong Kong 518000, Peoples R China
[2] Shenzhen MSU BIT Univ, Fac Engn, Shenzhen 518000, Peoples R China
[3] Southern Univ Sci & Technol, Dept Comp Sci & Engn, Shenzhen 518000, Peoples R China
[4] Nanjing Ctr Appl Math, Nanjing 211135, Peoples R China
来源
WORLD ELECTRIC VEHICLE JOURNAL | 2024年 / 15卷 / 04期
关键词
dynamic wireless charging; electric vehicle; stochastic planning; POWER TRANSFER;
D O I
10.3390/wevj15040137
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The Electric Bus Dynamic Wireless Charging (EB-DWC) system is a bus charging system that enables electric buses to receive power wirelessly from ground-based electromagnetic induction devices. In this system, how to optimally configure the charging infrastructures while considering the unpredictable nature of bus movement is a great challenge. This paper presents an optimization problem for an EB-DWC system in urban settings, addressing stochastic elements inherent in the vehicle speed, initial charging state, and dwell time at bus stops. We formulate a stochastic planning problem for the EB-DWC system by integrating these uncertainties and apply Monte Carlo sampling techniques to effectively solve this problem. The proposed method can improve the system's robustness effectively.
引用
收藏
页数:14
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