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基于鱼鹰优化算法的电力系统无功优化

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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.
Osprey Optimization-based Reactive Power Optimization of Power Systems
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.

osprey optimization algorithmreactive power optimizationactive power loss

陈恒、涂建、潘成勇、彭琦、高珍

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湖北师范大学电气工程与自动化学院,湖北 黄石 435002

OOA算法 无功优化 有功损耗

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
年,卷(期):2024.(14)