DocumentCode :
2323464
Title :
Knowledge base expert system for tuning PID controllers using wireless technology
Author :
Shenassa, M.H. ; Khakpour, Kamran
Author_Institution :
K.N.Toosi Univ. of Technol., Tehran
fYear :
2008
fDate :
13-15 May 2008
Firstpage :
310
Lastpage :
313
Abstract :
PID controllers are widely used to control the industrial plants because of their robustness and simple structures. Tuning of the controllerpsilas parameters to get a desired response is difficult and time consuming. The main purpose of this paper is to sue wireless technology and design a Knowledge Based expert system to tune the parameters of the PID controller without using any mathematical model of the plant. The designed expert system uses pattern recognition techniques to tune the parameters of the controller, as a human expert does. The expert system uses input output to and from the plant under control, using wireless technology. The expert system uses a number of tuning rules to change the parameters of the controller based on the shape of the closed-loop step response to get a desired performance, which has been set by the control engineer. The developed expert system is able to tune the parameters of the controller for fixed, time-varying, time-delayed and noisy plants. The performance of the expert system has been examined using a laboratory ri.
Keywords :
control engineering computing; control system synthesis; expert systems; mathematical analysis; telecontrol; three-term control; time-varying systems; industrial plants; knowledge base expert system; pattern recognition techniques; time-delayed plants; time-varying plants; tuning PID controllers; wireless technology; Control systems; Expert systems; Humans; Industrial plants; Mathematical model; Pattern recognition; Robust control; Shape control; Three-term control; Time varying systems; Expert system; PID Controller; Pattern recognition; wireless technology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Communication Engineering, 2008. ICCCE 2008. International Conference on
Conference_Location :
Kuala Lumpur
Print_ISBN :
978-1-4244-1691-2
Electronic_ISBN :
978-1-4244-1692-9
Type :
conf
DOI :
10.1109/ICCCE.2008.4580618
Filename :
4580618
Link To Document :
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