Stability Analysis of Power System Based on GA-SVM

被引：0
|
作者：
Liu, Zong-yang [1 ,2 ]
Chen, Meng [2 ]
Li, Chong-tao [2 ]
机构：
[1] State Grid Sichuan Elect Power Res Inst, Chengdu, Sichuan, Peoples R China
[2] Xi An Jiao Tong Univ, Sch Elect Engn, Xian, Shaanxi, Peoples R China
来源：
2018 3RD INTERNATIONAL CONFERENCE ON COMPUTATIONAL MODELING, SIMULATION AND APPLIED MATHEMATICS (CMSAM 2018) | 2018年 / 310卷
关键词：
Stability analysis; Power system; GA; SVM;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
Aiming at the problems of long calculation time and stable stability of power system stability analysis, a GA-SVM algorithm is proposed to analyze the stability of power system. Firstly, the mathematical model is used to describe the power system. The GA algorithm is used to optimize the nonlinear regression SVM parameters. The stability of the power system is simulated and the accuracy and speed under different load levels are verified. The simulation results show that the proposed algorithm has good efficiency, good reliability and high engineering practicability.
引用
收藏
页码：278 / 282
页数：5
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