Title :
PC based fuzzy-neuro controller for a synchronous generator
Author :
Buelna, Carlos ; Soto, Rogelio
Author_Institution :
Delphi Automotive. Syst., Juarez, Mexico
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 the difficulty of fine tuning the scale factors of the fuzzy controller is reduced. The experimental setup is built in the lab and a personal computer (PC) is used as the host for the control algorithm. Simulation and experimental results show that the system is robust to drastic load changes
Keywords :
fuzzy control; fuzzy neural nets; machine control; microcomputer applications; neurocontrollers; robust control; synchronous generators; two-term control; PC based fuzzy-neuro controller; PI-like fuzzy controllers; fine tuning; frequency stabilization; fuzzy-neuro controller design; load change robustness; neural networks; synchronous generator; voltage output stabilization; Control systems; Frequency; Fuzzy control; Fuzzy neural networks; Fuzzy systems; Microcomputers; Neural networks; Synchronous generators; Tuning; Voltage control;
Conference_Titel :
American Control Conference, 1999. Proceedings of the 1999
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4990-3
DOI :
10.1109/ACC.1999.786354
