Cuckoo Search algorithm based load frequency controller design for nonlinear interconnected power system

被引:136
作者
Abdelaziz, A. Y. [1 ]
Ali, E. S. [2 ]
机构
[1] Ain Shams Univ, Fac Engn, Elect Power & Machine Dept, Cairo, Egypt
[2] Zagazig Univ, Elect Power & Machine Dept, Fac Engn, Zagazig, Egypt
关键词
Cuckoo Search algorithm; Load Frequency Control; PI controller; Time delay; Generation Rate Constraint; Three area system; AUTOMATIC-GENERATION CONTROL;
D O I
10.1016/j.ijepes.2015.05.050
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
080906 [电磁信息功能材料与结构]; 082806 [农业信息与电气工程];
摘要
A new optimization technique called Cuckoo Search (CS) algorithm for optimum tuning of PI controllers for Load Frequency Control (LFC) is suggested in this paper. A time domain based-objective function is established to robustly tune the parameters of PI-based LFC which is solved by the CS algorithm to attain the most optimistic results. A three-area interconnected system is investigated as a test system under various loading conditions where system nonlinearities are taken into account to confirm the effectiveness of the suggested algorithm. Simulation results are introduced to show the enhanced performance of the developed CS based controllers in comparison with Genetic Algorithm (GA), Particle Swarm Optimization (PSO) and conventional integral controller. These results denote that the proposed controllers offer better performance over others in terms of settling times and various indices. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:632 / 643
页数:12
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