DocumentCode :
3031809
Title :
AGC tuning of interconnected reheat thermal systems with particle swarm optimization
Author :
Abdel-Magid, Youssef L. ; Abido, Ad A.
Author_Institution :
Electr. Eng. Dept., King Fahd Univ. of Pet. & Miner., Dhahran, Saudi Arabia
Volume :
1
fYear :
2003
fDate :
14-17 Dec. 2003
Firstpage :
376
Abstract :
This paper demonstrates the use of particle swarm optimization for optimizing the parameters of automatic generation control systems (AGC). An integral controller and a proportional-plus-integral controller are considered. A two-area reheat thermal system is considered to exemplify the optimum parameter search. The optimal AGC parameters search is formulated as an optimization problem with a standard infinite time quadratic objective function. A time domain simulation of the system is then used in conjunction with the particle swarm optimizer to determine the controller gains. The integral square of the error and the integral of time-multiplied absolute value of the error performances indices are considered. The results reported in this paper demonstrate the effectiveness of the particle swarm optimizer in the tuning of the AGC parameters. The enhancement in the dynamic response of the power system is verified through simulation results.
Keywords :
PI control; dynamic response; evolutionary computation; feedback; optimisation; performance index; power generation control; power system interconnection; power system simulation; thermal power stations; time-domain analysis; automatic generation control systems; controller gains; digital simulation; dynamic response; error performance indices; evolutionary computation; feedback control strategy; infinite time quadratic objective function; integral controller; interconnected reheat thermal systems; optimum parameter search; particle swarm optimization; proportional-plus-integral controller; time domain simulation; transient performance; two-area system; Automatic control; Automatic generation control; Error correction; Frequency; Particle swarm optimization; Power system dynamics; Power system interconnection; Power system simulation; Power system transients; Proportional control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003 10th IEEE International Conference on
Print_ISBN :
0-7803-8163-7
Type :
conf
DOI :
10.1109/ICECS.2003.1302055
Filename :
1302055
Link To Document :
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