PC based fuzzy-neuro controller for a synchronous generator

Author

Buelna, Carlos ; Soto, Rogelio

Author_Institution

Delphi Automotive. Syst., Juarez, Mexico

Volume

6

fYear

1999

fDate

1999

Firstpage

4223

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;

fLanguage

English

Publisher

ieee

Conference_Titel

American Control Conference, 1999. Proceedings of the 1999

Conference_Location

San Diego, CA

ISSN

0743-1619

Print_ISBN

0-7803-4990-3

Type

conf

DOI

10.1109/ACC.1999.786354

Filename

786354