Title :
Parameter estimation of the synchronous generator exciter based on PSO
Author :
HyungJoo Choi ; HeungHo Lee
Author_Institution :
Dept. of Electr. Eng., ChungNam Nat. Univ., Daejeon, South Korea
fDate :
Feb. 26 2014-March 1 2014
Abstract :
This paper includes method of parameter estimation on a synchronous generator exciter using the particle swarm optimization. A solid round rotor synchronous generator and exciter have been modeled as the linear state variable with additional saturation function. The results of the simulation which the parameters of the exciter could be obtained by an objective function with integral squared error are described.
Keywords :
exciters; integral equations; parameter estimation; particle swarm optimisation; rotors; synchronous generators; PSO; integral squared error; linear state variable; parameter estimation; particle swarm optimization; saturation function; solid round rotor; synchronous generator exciter; Artificial intelligence; Conferences; Noise measurement; Constriction factor; Parameter estimation; Particle Swarm Optimization; Synchronous Machines;
Conference_Titel :
Industrial Technology (ICIT), 2014 IEEE International Conference on
Conference_Location :
Busan
DOI :
10.1109/ICIT.2014.6894953
