Load frequency controller design of a two-area system composing of PV grid and thermal generator via firefly algorithm

被引:177
作者
Abd-Elazim, S. M. [1 ]
Ali, E. S. [1 ]
机构
[1] Zagazig Univ, Elect Power & Machine Dept, Fac Engn, Zagazig, Egypt
关键词
Firefly algorithm; LFC; PI controller; Two-area system; PV grid; MPPT; INTERCONNECTED POWER-SYSTEM; FUZZY-LOGIC APPROACH; SEARCH ALGORITHM; OPTIMIZATION; PLANT;
D O I
10.1007/s00521-016-2668-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, firefly algorithm (FA) for optimal tuning of PI controllers for load frequency control of hybrid system composing of photovoltaic (PV) system and thermal generator is introduced. Also, maximum power point tracking of PV is considered in the design process. The block diagram of the hybrid system is performed. To robustly tune the parameters of controllers, a time-domain-based objective function is established which is solved by the FA. Simulation results are presented to show the improved performance of the suggested FA-based controllers compared with genetic algorithm (GA). These results show that the proposed controllers present better performance over GA in terms of settling times and different indices.
引用
收藏
页码:607 / 616
页数:10
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