Title :
Design of Fuzzy-Neuro Controller Applicated to a Synchronous Generator Excitation Control System
Author :
Wang Hong-jun ; Zhao Hui
Author_Institution :
Tianjin Key Lab. for Control Theor. & Applic. in Complicated Syst., Tianjin Univ. of Technol., Tianjin, China
Abstract :
A fuzzy-neuro controller has been designed to stabilize the frequency and voltage output of a synchronous generator. The structure of the proposed control system consists of two PI -like fuzzy controllers and two neural networks. With this control scheme, difficulty for tuning scale factors of the fuzzy controller is reduced. Simulation results show that the system is robust to drastic changes on the load.
Keywords :
control system synthesis; frequency stability; fuzzy control; machine control; neurocontrollers; synchronous generators; voltage regulators; PI-like fuzzy controller; frequency stabilization; fuzzy neuro controller design; neural networks; synchronous generator; synchronous generator excitation control system; tuning scale factors; voltage output stabilization; Control systems; Frequency; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Neural networks; Robustness; Synchronous generators; Tuning; Voltage control; exciting system; fuzzy-neuro control; scale factors; synchronous generator;
Conference_Titel :
Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
Conference_Location :
Changsha City
Print_ISBN :
978-1-4244-5001-5
Electronic_ISBN :
978-1-4244-5739-7
DOI :
10.1109/ICMTMA.2010.109
