Research on Optimal Planning of Access Location and Access Capacity of Large-Scale Integrated Wind Power Plants

被引:1
|
作者
Li, Hui [1 ,2 ]
Li, Gengyin [1 ]
Liu, Siwei [2 ]
Wang, Yuning [3 ]
Wang, Zhidong [2 ]
Wang, Jiaming [2 ]
Zhang, Ning [4 ]
机构
[1] North China Elect Power Univ Changping Dist, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
[2] State Power Econ Res Inst, Beijing 102209, Peoples R China
[3] State Grid Mat Co Ltd, Beijing 100120, Peoples R China
[4] Tsinghua Univ, Dept Elect Engn, State Key Lab Control & Simulat Power Syst & Gene, Beijing 100084, Peoples R China
来源
ENERGIES | 2017年 / 10卷 / 04期
关键词
large-scale wind power generation; power plant planning; power flow equilibrium degree; economic efficiency; Pareto optimal solution set; improved differential evolution (IDE) algorithm; technique for order preference by similarity to ideal (TOPSIS) based non-poor sorting;
D O I
10.3390/en10040442
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
This paper proposes a multi-objective optimal planning model of access location and access capacity for large-scale integrated wind power generation considering the mutual restriction between the planning of large-scale wind power plants and the planning of power system network. In this model, the power flow equilibrium degree, investment costs and active network loss are taken as the optimization goals. The improved differential evolution (IDE) algorithm is applied to calculate the Pareto optimal solution set of wind power's access planning. With the solution results described by the Pareto pattern, all the alternative solutions are then ranked based on the entropy weight method and the final compromised solution is selected by the method of technique for order preference by similarity to ideal (TOPSIS). And the proposed optimal planning model is tested based on a practical planning need of large-scale integrated wind power generation in an actual power grid of China in 2020. The simulation results show that applied with the proposed optimization model and matching algorithm, the planning scheme of large-scale wind power's access location and access capacity under complex and practical power system circumstances has been successfully optimized.
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收藏
页数:13
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