Orderly Charging Strategy Based on Optimal Time of Use Price Demand Response of Electric Vehicles in Distribution Network

被引:23
|
作者
Goh, Hui Hwang [1 ]
Zong, Lian [1 ]
Zhang, Dongdong [1 ]
Dai, Wei [1 ]
Lim, Chee Shen [2 ]
Kurniawan, Tonni Agustiono [3 ]
Goh, Kai Chen [4 ]
机构
[1] Guangxi Univ, Sch Elect Engn, Nanning 530004, Peoples R China
[2] Xian Jiaotong Liverpool Univ, Dept Elect & Elect Engn, 111 Renai Rd,Suzhou Ind Pk, Suzhou 215123, Peoples R China
[3] Xiamen Univ, Coll Environm & Ecol, Xiamen 361102, Peoples R China
[4] Univ Tun Hussein Onn Malaysia, Fac Construct Management & Business, Dept Technol Management, Johor Baharu 86400, Johor, Malaysia
关键词
electric vehicle; demand response; fuzzy clustering; demand price elasticity; adaptive genetic algorithm;
D O I
10.3390/en15051869
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In order to manage electric vehicles (EVs) connected to charging grids, this paper presents an orderly charging approach based on the EVs' optimal time-of-use pricing (OTOUP) demand response. Firstly, the Monte Carlo approach is employed to anticipate charging power by developing a probability distribution model of the charging behavior of EVs. Secondly, a scientific classification of the load period is performed using the fuzzy clustering approach. Then, a matrix of demand price elasticity is developed to measure the link between EV charging demand and charging price. Finally, the charging scheme is optimized by an adaptive genetic algorithm from the distribution network and EV user viewpoints. This paper describes how to implement the method presented in this paper in an IEEE-33-bus distribution network. The simulation results reveal that, when compared to fixed price and common time-of-use pricing (CTOUP), the OTOUP charging strategy bears a stronger impact on reducing peak-valley disparities, boosting operating voltage, and decreasing charging cost. Additionally, this paper studies the effect of varied degrees of responsiveness on charging strategies for EVs. The data imply that increased responsiveness enhances the likelihood of new load peak, and that additional countermeasures are required.
引用
收藏
页数:25
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