Title :
Neuro stabilizing control based on Lyapunov method for power system
Author :
Hirata, Naoto ; Ishigame, Atsushi ; Nishigaito, Hidetoshi
Author_Institution :
Dept. of Electr. & Electr. Syst., Osaka Prefecture Univ., Japan
Abstract :
This paper develops a nonlinear stabilizing method for power systems. As one such method, we consider neuro stabilizing control based on the Lyapunov method. In this method, we improve particle swarm optimization to reduce the probability of the population of solutions entrapped into local optima. We also reconstruct the Lyapunov function to satisfy Lyapunov stability conditions easily.
Keywords :
Lyapunov methods; large-scale systems; neurocontrollers; nonlinear control systems; optimisation; power system control; stability criteria; Lyapunov method; Lyapunov stability conditions; large scale system; local optima; neuro stabilizing control; nonlinear stabilizing method; particle swarm optimization; power system; Control systems; Lyapunov method; Power system control; Power systems;
Conference_Titel :
SICE 2002. Proceedings of the 41st SICE Annual Conference
Print_ISBN :
0-7803-7631-5
DOI :
10.1109/SICE.2002.1195616
