GA optimized PID controllers for automatic generation control of two area reheat thermal systems under deregulated environment

被引:0
作者
Sinha, Nidul [1 ]
Lai, Loi Lei
Rao, Venu Gopal [1 ]
机构
[1] NIT, Dept Elect Engn, Silchar 788010, Assam, India
来源
2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6 | 2008年
关键词
automatic generation control; deregulation; genetic algorithm; load following; price based operation;
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
This paper proposes for a genetic algorithm (GA) tuned PID controllers for automatic generation control of two area reheat thermal system tinder deregulated environment. A PID controller with its inherent superb capabilities of containing peak deviation, steady state errors and oscillatory behaviour of a dynamic system is an obvious choice for automatic generation control of interconnected power systems. The main issue towards the use of a PID controller is how to optimize the three gains of the controller. The trial and error method of finding the gains by indirect optimization using ISE technique with an appropriate performance index appears to be not wise enough because of its space complexity. GA appears to be the right choice in finding the optimum gains for the controllers. Hence, in this work, the gains of the PED controllers are optimized using floating point GA. The results of the GA optimized PID controllers on a two area reheat thermal system are compared with those with optimized through trial and error method. The GA optimized controllers are found to be superior in terms of peak transient deviation, settling times, and dynamic oscillations.
引用
收藏
页码:1186 / 1191
页数:6
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