Fractional-order Proportional-integral-derivative-based Automatic Generation Control in Deregulated Power Systems

被引:39
|
作者
Chathoth, Ismayil [1 ]
Ramdas, Sreerama Kumar [2 ]
Krishnan, Sindhu Thiruthimana [1 ]
机构
[1] Natl Inst Technol, Dept Elect Engn, Calicut, Kerala, India
[2] King Abdulaziz Univ, Jeddah 21413, Saudi Arabia
关键词
automatic generation control; deregulated power systems; fractional calculus; fractional-order controller; fuzzy logic control; genetic algorithm; load frequency control; power system control; distribution company participation matrix; LOAD FREQUENCY CONTROLLER; GENETIC-ALGORITHM; ROBUST METHOD; AGC; OPTIMIZATION; DESIGN;
D O I
10.1080/15325008.2015.1072256
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this article, implementation of a fractional-order proportional-integral-derivative controller is proposed as supplementary automatic generation control of interconnected multi-area deregulated power systems that operates under the effects of bilateral contracts on the dynamics. The tuning of the fractional-order proportional-integral-derivative controller parameters is formulated as an optimization problem and solved by employing a genetic algorithm. The traditional automatic generation control loop incorporated with the concept of the distribution company participation matrix and fractional-order proportional-integral-derivative supplementary controller is simulated for different operating cases; a comparison among the conventional integral controller, hybrid fuzzy proportional-integral controller, genetic algorithm-tuned proportional-integral controller, and genetic algorithm-tuned proportional-integral-derivative controllers is presented. The simulation results show that the system employing a genetic algorithm-tuned fractional-order proportional-integral-derivative controller has better performance than the integer-order hybrid fuzzy proportional-integral, genetic algorithm-tuned proportional-integral, and genetic algorithm-tuned proportional-integral-derivative controllers in terms of settling time and overshoot.
引用
收藏
页码:1931 / 1945
页数:15
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