Wind farm distribution network optimization

被引:15
|
作者
Cerveira, Adelaide [1 ]
Baptista, Jose [1 ]
Solteiro Pires, E. J. [1 ]
机构
[1] Univ Tras Os Montes & Alto Douro, INESC TEC Technol & Sci, Escola Ciencias & Tecnol, P-5000811 Vila Real, Portugal
关键词
Distribution networks; wind farm; optimization; capacitated minimum spanning trees; hop-indexed formulations; COST OPTIMIZATION; RECONFIGURATION; DESIGN;
D O I
10.3233/ICA-150501
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Wind energy production have been increasing in last years, with an annual growth of the installed capacity rate about 20%. It becomes important to develop optimization techniques to improve the effectiveness of the wind farms. One field in which this can be done is in the distribution network design that interconnects the turbines and the substation. This paper proposes two mathematical models to obtain the optimal electrical interconnection configuration of the wind farm turbines, considering technical constraints. One model minimizes the installation costs and the other one minimizes the installation costs and the energy losses costs registered during the wind farm lifetime. This problem corresponds to a capacitated minimum spanning tree with additional constraints. The proposed models were applied in two real wind farms. A sensitivity analysis is performed over two electrical parameters, the power factor and the load factor. The results show that the electrical losses of the wind farm must be taken into account in the optimization process.
引用
收藏
页码:69 / 79
页数:11
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