Stochastic Optimization of an Electric Bus Dynamic Wireless Charging System

IF 2.6 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Xingzheng Zhu, Hua Fan, Shiyao Zhang, Jiao Du
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引用次数: 0

Abstract

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.
电动巴士动态无线充电系统的随机优化
电动巴士动态无线充电(EB-DWC)系统是一种巴士充电系统,可使电动巴士从地面电磁感应装置无线接收电力。在这一系统中,如何优化配置充电基础设施,同时考虑到公共汽车移动的不可预测性,是一个巨大的挑战。本文针对城市环境中的 EB-DWC 系统提出了一个优化问题,解决了车辆速度、初始充电状态和公交车站停留时间中固有的随机因素。通过整合这些不确定性,我们为 EB-DWC 系统提出了一个随机规划问题,并应用蒙特卡罗采样技术有效地解决了这一问题。所提出的方法能有效提高系统的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
World Electric Vehicle Journal
World Electric Vehicle Journal Engineering-Automotive Engineering
CiteScore
4.50
自引率
8.70%
发文量
196
审稿时长
8 weeks
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