JAYA Algorithm-Optimized Load Frequency Control of a Four-Area Interconnected Power System Tuning Using PID Controller

被引:0
|
作者
Pahadasingh, Sunita [1 ]
Jena, Chitralekha [1 ]
Panigrahi, Chinmoy Kumar [1 ]
Ganthia, Bibhu Prasad [2 ]
机构
[1] Kalinga Inst Ind Technol Deemed Be Univ, Sch Elect Engn, Bhubaneswar, Odisha, India
[2] Indira Gandhi Inst Technol, Elect Engn Dept, Sarang, Odisha, India
关键词
load frequency control; AGC; tie line; PIDN; PSO; JAYA; PARTICLE SWARM OPTIMIZATION; ENHANCEMENT; STRATEGY;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This study examined the design of a Load Frequency Control (LFC) component in a four-area interconnected power system. LFC maintains the frequency of a power system within a prescribed limit. Various controllers for the LFC of a power system have been proposed. The PID controller is a classical approach to LFC. A PID controller that uses a filter in the derivative part amplifies and smooths out the high-frequency noise. The selection of the appropriate optimization method to tune controller gains plays a vital role for LFC. In this work, the PID controller was optimized using the Particle Swarm Optimization (PSO) and the JAYA optimization methods and was simulated in Matlab-Simulink. After studying and comparing the results, it was concluded that the PID controller using the JAYA algorithm provided better LFC in terms of system settling time, overshoot, undershoot, and performance index compared to other optimization methods.
引用
收藏
页码:8646 / 8651
页数:6
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