Automatic generation control of a multi-area ST - Thermal power system using Grey Wolf Optimizer algorithm based classical controllers

被引:178
作者
Sharma, Yatin [1 ]
Saikia, Lalit Chandra [1 ]
机构
[1] Natl Inst Technol Silchar, Dept Elect Engn, Silchar, Assam, India
关键词
Automatic generation control; Generation rate constraint; Grey Wolf Optimizer (GWO) algorithm; Sensitivity analysis; Solar thermal power plant; LOAD-FREQUENCY CONTROL; PID CONTROLLER; DESIGN; STRATEGIES; AGC;
D O I
10.1016/j.ijepes.2015.06.005
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
This paper present automatic generation-control (AGC) of a three area thermal system incorporating solar thermal power plant (STPP) in one of the area. Single reheat turbine and appropriate generation rate constraints is provided in the conventional thermal system. The performances of integral (I), proportional plus integral (PI), and proportional plus integral plus derivative (PID) controller are evaluated in the system with and without incorporating STPP. A new computational evolutionary technique called grey wolf optimizer algorithm (GWO) is used for the optimization of secondary controller gains for first time in AGC. Investigations reveal that GWO optimized PID controller's performance is better than others in terms of settling time, peak overshoot and magnitude of oscillations in the system with or without STPP. Sensitivity analysis reveals that that GWO optimized PID controller gains obtained in nominal conditions and parameters are healthy and not necessary to reset for large change in system conditions and parameters. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:853 / 862
页数:10
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