Optimal Scheduling Strategy of Distribution Network Based on Electric Vehicle Forecasting

被引:14
|
作者
Li, Fenglei [1 ]
Dou, Chunxia [1 ,2 ]
Xu, Shiyun [3 ]
机构
[1] Yanshan Univ, Inst Elect Engn, Qinhuangdao 066004, Hebei, Peoples R China
[2] Nanjing Univ Posts & Telecommun, Inst Adv Technol, Nanjing 210023, Jiangsu, Peoples R China
[3] China Elect Power Res Inst, State Key Lab Power Grid Safety & Energy Conserva, Beijing 100192, Peoples R China
基金
中国国家自然科学基金;
关键词
Monte Carlo; electric vehicles (EV); load forecasting; distribution network optimization; demand response (DR); ENERGY; IMPACT;
D O I
10.3390/electronics8070816
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Based on the Monte Carlo method, this paper simulates, predicts the load, and considers the travel chain of electric vehicles and different charging methods to establish a predictive model. Based on the results of electric vehicle simulation prediction, an optimal scheduling model of the distribution network considering the demand response side load is established. The firefly optimization algorithm is used to solve the optimal scheduling problem. The results show that the prediction model proposed in this paper has a certain reference value for the prediction of an electric vehicle load. The electric vehicle is placed in the optimal scheduling resource of the distribution network, which increases the dimension of the scheduling resources of the network and improves the economics of the distribution network operation.
引用
收藏
页数:15
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