Fractional-Order Fuzzy PID for the Egyptian Load Frequency Control

被引:0
|
作者
Ghany, M. A. Abdel [1 ]
Ghany, A. M. Abdel [2 ]
Bensenouci, A. [3 ]
Bensenouci, M. A. [4 ]
机构
[1] Nahda Univ, Bani Suwayf, Egypt
[2] Univ Helwan, Greater Cairo, Egypt
[3] Effat Univ, Jeddah, Saudi Arabia
[4] USTHB, Bab Ezzouar, Algeria
关键词
Load frequency control; Egyptian power system; proportional-integral-derivative PID controller; linear fractional-order fuzzy PID controller; fractional-order PID;
D O I
暂无
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
In this paper, a Fractional-Order Fuzzy PID (FOFPID) controller is designed for and applied to the Egyptian Power System Load Frequency Control (ELFC) to achieve superior performance without steady-state error in the system frequency. The hybrid linear FOFPID controller is made by grouping the Proportional-Integral (PI) and Proportional-Derivative (PD) parts of the PID with the Fuzzy Inference Engine. Furthermore, the P, I and D elements of the hybrid linear fuzzy PID are replaced by newly designed proportional-P, fractional-I and fractional-D elements and optimized using Genetic Algorithm (GA) based on a preselected performance index. To demonstrate the effectiveness and superiority of the FOFPID controller, a comparative study is carried using a conventional (integer-order) PID tuned with a Bacterial Foraging Algorithm (BFA), and a Fractional-Order PID tuned with GA (FOPID). The designed controllers were used to drive the ELFC system. The performed simulations show excellent results that encourage further investigations.
引用
收藏
页码:954 / 961
页数:8
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