Load flexible control method for wind and solar energy storage power plant considering the power side demand

被引：0
|
作者：
Luo, Yinghan [1 ]
Wu, Jincai [1 ]
Ma, Yanhong [1 ]
机构：
[1] State Grid Ningxia Wuzhong Power Supply Co, 258 Youyi Rd, Wuzhong 751100, Peoples R China
来源：
INTERNATIONAL JOURNAL OF GLOBAL ENERGY ISSUES | 2024年 / 46卷 / 06期
关键词：
demand of the power side; wind and solar energy storage power plant; load flexible control; support vector machines;
D O I：
10.1504/IJGEI.2024.141914
中图分类号：
X [环境科学、安全科学];
学科分类号：
08 ; 0830 ;
摘要：
In order to improve the accuracy of load flexible control and shorten the control time, a load flexible control method for wind and solar energy storage power plant considering the demand of the power side is proposed. Firstly, the data on the power side is cleaned and normalised according to the clustering results of Euclidean distance. Secondly, the normalised power side data is input into the support vector machine classification to complete the calculation of power side demand. Finally, the expected control quantity of wind turbine generator set is taken as the objective function of load flexible control, and the objective function is solved by particle swarm optimisation algorithm to complete the load flexible control of wind turbine storage power plant. The experimental results show that this method can improve the control accuracy, the maximum accuracy reaches 96%, and the maximum time consuming control does not exceed 3 minutes.
引用
收藏
页码：665 / 677
页数：14
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