The Multi-Objective Optimal Configuration of Wind-PV-Battery Microgrid

被引:2
|
作者
Wu, Jianbo [1 ]
Qi, Zhiyuan [1 ]
Yang, Fan [1 ]
Li, Xiaoyang [2 ]
机构
[1] Inner Mongolia Univ, Coll Elect & Informat Engn, Hohhot, Peoples R China
[2] Inner Mongolia Meteorol Informat Ctr, Hohhot, Peoples R China
关键词
microgrid; configuration; uncertainty; multi-objective optimization; MOCS; DESIGN;
D O I
10.1109/CAC51589.2020.9327059
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the increasing design requirements of grid-connected microgrid, the capacity configuration of microgrid should not only consider the cost, but also consider other design objectives, uncertainty of renewable energy and load demand. Therefore, a multi-objective function considering annual comprehensive cost and grid dependence is established. The k-medoids method was used to obtain the data and probability of typical and extreme days, which was added into the optimization as uncertain scenes. The Multi-Objective Cuckoo Search algorithm (MOCS) is used to solve the proposed model. Then the obtained non-dominated optimal solution set was treated with Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) method, which can obtain the optimal compromise solution from the set. The optimal compromise solution is the final configuration of this Wind-PV-Battery microgrid.
引用
收藏
页码:5585 / 5590
页数:6
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