Stochastic Optimization of an Electric Bus Dynamic Wireless Charging System

Author:

Zhu Xingzheng1ORCID,Fan Hua2,Zhang Shiyao3ORCID,Du Jiao4

Affiliation:

1. Institute of Applied Artificial Intelligence of the Guangdong-Hong Kong-Macao Greater Bay Area, Shenzhen Polytechnic University, Shenzhen 518000, China

2. Faculty of Engineering, Shenzhen MSU-BIT University, Shenzhen 518000, China

3. Department of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen 518000, China

4. Nanjing Center for Applied Mathematics, Nanjing 211135, China

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.

Funder

Scientific Research Startup Fund for Shenzhen High-Caliber Personnel of SZPU

Publisher

MDPI AG

Reference24 articles.

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