Optimal FOPID/PID controller parameters tuning for the AVR system based on sine-cosine-algorithm

被引:44
作者
Bhookya, Jailsingh [1 ]
Jatoth, Ravi Kumar [1 ]
机构
[1] NIT Warangal, Dept ECE, Hanamkonda, Telangana, India
关键词
Sine cosine algorithm; Optimal control; Optimization methods; FOPID controller; PID controller; AVR system; Optimal control applications; VOLTAGE REGULATOR SYSTEM; PID CONTROLLER; OPTIMIZATION; DESIGN;
D O I
10.1007/s12065-019-00290-x
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
To enhance the controller performance, an advanced sine-cosine-algorithm (SCA) is employed for Fractional order PID (FOPID) controller tuning in this paper. The SCA-FOPID controller is based on model-based controller design method of physical systems to get better performance. The FOPID controller is designed by SCA optimization technique using the time domain objective function for AVR system. The SCA technique is responsible to optimize five parameters of FOPID controller based on minimum value of objective function of the controller design. The proposed SCA-FOPID controller is design at a global optimum of objective function is acheived. Then, the AVR system has good regulation of terminal voltage at the output to meet desired performance. The proposed method has a good reference tracking ability and frequency responses. This method is compared with the PID and FOPID controller designs of AVR system in the recent years, the proposed SCA-FOPID controller gives an excellent performance from the extensive simulations studies.
引用
收藏
页码:725 / 733
页数:9
相关论文
共 28 条
[1]  
Ahuja Ashu, 2014, WSEAS Transactions on Systems and Control, V9, P171
[2]   Fractional Order PID Control of Rotor Suspension by Active Magnetic Bearings [J].
Anantachaisilp, Parinya ;
Lin, Zongli .
ACTUATORS, 2017, 6 (01)
[3]  
[Anonymous], 2015, 2015 INT C ENERGY PO, DOI DOI 10.1109/EPETSG.2015.7510146
[4]  
[Anonymous], EVOLUT INTELL
[5]  
[Anonymous], MECHATRON SYST CONTR
[6]  
Basu A, 2016, 2016 INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT), VOL 2, P1
[7]   A novel performance criterion approach to optimum design of PID controller using cuckoo search algorithm for AVR system [J].
Bingul, Zafer ;
Karahan, Oguzhan .
JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 2018, 355 (13) :5534-5559
[8]   New optimal controller tuning method for an AVR system using a simplified Ant Colony Optimization with a new constrained Nelder-Mead algorithm [J].
Blondin, M. J. ;
Sanchis, J. ;
Sicard, P. ;
Herrero, J. M. .
APPLIED SOFT COMPUTING, 2018, 62 :216-229
[9]   FRACTAL SYSTEM AS REPRESENTED BY SINGULARITY FUNCTION [J].
CHAREF, A ;
SUN, HH ;
TSAO, YY ;
ONARAL, B .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1992, 37 (09) :1465-1470
[10]   Improved Kidney-Inspired Algorithm Approach for Tuning of PID Controller in AVR System [J].
Ekinci, Serdar ;
Hekimoglu, Baran .
IEEE ACCESS, 2019, 7 :39935-39947