Title :
A genetic algorithm for the reactive power/voltage control problem
Author :
Malachi, Yair ; Singer, Sigmund
Author_Institution :
Planning, Dev. & Technol. Div., Israel Electr. Corp. Ltd., Haifa, Israel
Abstract :
This paper presents an algorithm for the control of bus voltage and generator reactive power in an electricity supply system. Classic solution methods such as linear programming make use of linear approximations of system equations and as such have a limited precision. Genetic algorithms, connected to standard load flow calculations, do not need such approximations and are capable of finding numerous solutions for the emergency control of disturbed bus voltages. The disadvantage of GAs is the heavy computational burden. The paper presents a way of combining the benefits of linear approximation and a genetic algorithm into a solution method for the minimum number of control actions possible. The algorithm was demonstrated on a 300 bus model of the Israel Electric network
Keywords :
electric generators; genetic algorithms; linear programming; load flow; machine control; power system control; reactive power control; voltage control; 300 bus model; Israel Electric network; disturbed bus voltages; electricity supply system; emergency control; generator reactive power control; genetic algorithm; genetic algorithms; limited precision; linear approximation; linear approximations; linear programming; load flow calculations; reactive power control; system equations; voltage control; Control systems; Equations; Genetic algorithms; Linear approximation; Load flow; Optimal control; Power generation; Reactive power; Reactive power control; Voltage control;
Conference_Titel :
Electrical and electronic engineers in israel, 2000. the 21st ieee convention of the
Conference_Location :
Tel-Aviv
Print_ISBN :
0-7803-5842-2
DOI :
10.1109/EEEI.2000.924374