Design of Decision Making Unit for Neuro-fuzzy Control of Dynamic Systems

Author

Neto, João Viana da Fonseca ; De Andrade, Gustavo Araujo

Author_Institution

Dept. of Electr. Eng., Fed. Univ. of Maranhao, São Luís, Brazil

fYear

2011

fDate

March 30 2011-April 1 2011

Firstpage

116

Lastpage

121

Abstract

In this work is presented a design and implementation of an intelligent controller applied to dynamic systems. The main objective is to design a management intelligent system that acts in the controllers of Direct current machine (DC) and thermo-eletric control systems drives. The purpose is to evaluate the performance of algorithms for intelligent control that integrate DC and thermal actuators to manage several process. The designed controller are the classic PID and intelligent Neuro-fuzzy controllers, PID controllers performs the temperature and temperature regulation.

Keywords

DC machines; actuators; control system synthesis; decision making; electric drives; fuzzy control; machine control; neurocontrollers; thermoelectric devices; three-term control; PID controller; decision making; direct current machine; dynamic system; intelligent neuro fuzzy control; intelligent system management; thermal actuator; thermo electric control systems drives; Artificial intelligence; Artificial neural networks; Control systems; Decision making; Niobium; Process control; Training; DC Drives; Fuzzy Logic; Neural Networks; Neuro-fuzzy Control; Systems Modeling; Thermo electric drives;

fLanguage

English

Publisher

ieee

Conference_Titel

Computer Modelling and Simulation (UKSim), 2011 UkSim 13th International Conference on

Conference_Location

Cambridge

Print_ISBN

978-1-61284-705-4

Electronic_ISBN

978-0-7695-4376-5

Type

conf

DOI

10.1109/UKSIM.2011.31

Filename

5754197