电工技术2024,Issue(14) :75-78.DOI:10.19768/j.cnki.dgjs.2024.14.023

基于鱼鹰优化算法的电力系统无功优化

Osprey Optimization-based Reactive Power Optimization of Power Systems

陈恒 涂建 潘成勇 彭琦 高珍
电工技术2024,Issue(14) :75-78.DOI:10.19768/j.cnki.dgjs.2024.14.023

基于鱼鹰优化算法的电力系统无功优化

Osprey Optimization-based Reactive Power Optimization of Power Systems

陈恒 1涂建 1潘成勇 1彭琦 1高珍1
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作者信息

  • 1. 湖北师范大学电气工程与自动化学院,湖北 黄石 435002
  • 折叠

摘要

为了提高电力系统运行的安全性、经济性,减少系统有功损耗带来的不良影响,提出基于鱼鹰优化算法(OOA)来解决电力系统的无功优化问题,以有功损耗最小为目标函数,建立无功优化的数学模型.最后在IEEE 30节点系统无功优化上与PSO算法进行仿真比较,结果表明OOA算法收敛更高效,不容易陷入局部最优,可使系统有功损耗更低,证明该算法应用在电力系统是可行的.

Abstract

In order to improve safety and economy of power system operation and reduce the adverse impact of active pow-er loss,this paper proposes the use of osprey optimization algorithm (OOA)to achieve reactive power optimization,and the modeling of reactive power optimization with an objective function minimizing active power loss.Comparative simula-tion conducted on IEEE 30 node system using MATLAB platform shows that OOA is superior to PSO algorithm in con-vergence speed,tolerance to local optima,and suppression of system active power losses,and is applicatory in power sys-tems.

关键词

OOA算法/无功优化/有功损耗

Key words

osprey optimization algorithm/reactive power optimization/active power loss

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出版年

2024
电工技术
重庆西南信息有限公司(原科技部西南信息中心)

电工技术

影响因子:0.177
ISSN:1002-1388
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