Parameter identification for load frequency control using fuzzy FOPID in power system

被引:11
|
作者
Kumar, Ram [1 ]
Sikander, Afzal [1 ]
机构
[1] Dr BR Ambedkar Natl Inst Technol, Dept Instrumentat & Control Engn, Jalandhar, Punjab, India
关键词
Load frequency control; Power system; Fuzzy logic controller; PID controller; Control systems; Fuzzy control; ORDER PID CONTROLLER; AUTOMATIC-GENERATION CONTROL; CONTROL SCHEME; SINGLE-AREA; DESIGN; ALGORITHM; MODEL; AGC; APPROXIMATION; SEARCH;
D O I
10.1108/COMPEL-04-2020-0159
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Purpose - This paper aims to suggest the parameter identification of load frequency controller in power system. Design/methodology/approach - The suggested control approach is established using fuzzy logic to design a fractional order load frequency controller. A new suitable control law is developed using fuzzy logic, and based on this developed control law, the unknown parameters of the fractional order proportional integral derivative (FOPID) controller are derived using an optimization technique, which is being used by minimizing the integral square error. In addition, to confirm the effectiveness of the proposed control design approach, numerous simulation tests were carried out on an actual single-area power system. Findings - The obtained results reveal the superiority of the suggested controller as compared to the recently developed controllers with regard to time response specifications and quantifiable indicators. Additionally, the potential of the suggested controller is also observed by improving the load disturbance rejections under plant parametric uncertainty. Originality/value - To the best of the authors' knowledge, the work is not published anywhere else.
引用
收藏
页码:802 / 821
页数:20
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