Title :
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
fDate :
March 30 2011-April 1 2011
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;
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
DOI :
10.1109/UKSIM.2011.31
