A Novel Methodology for Charging Station Deployment

3rd International Conference on Advances in Energy Resources and Environment Engineering

能源学;生态环境科学

Sun, Zhonghao^1 ; Zhao, Yunwei^1 ; He, Yueying^1 ; Li, Mingzhe^1

National Computer Network Emergency Response Technical Team, Coordination Center of China, Beijing, China^1

关键词: Charging demands;    Charging station;    Deployment problems;    Markov Decision Processes;    Novel methodology;    Statistical modeling;    Theoretical solutions;    Traffic networks;   

Others  :  https://iopscience.iop.org/article/10.1088/1755-1315/113/1/012117/pdf
DOI  :  10.1088/1755-1315/113/1/012117

学科分类：环境科学（综合）

来源: IOP

【 摘 要 】

Lack of charging stations has been a main obstacle to the promotion of electric vehicles. This paper studies deploying charging stations in traffic networks considering grid constraints to balance the charging demand and grid stability. First, we propose a statistical model for charging demand. Then we combine the charging demand model with power grid constraints and give the formulation of the charging station deployment problem. Finally, we propose a theoretical solution for the problem by transforming it to a Markov Decision Process.