DocumentCode
3339382
Title
A fuzzy auto-tuning PID temperature controller
Author
Jing, Li-Xia ; Zhao, Cheng
Author_Institution
Dept. of Comput. Sci. & Applic., Zhengzhou Inst. of Aeronaut. Ind. Manage., Zhengzhou, China
Volume
1
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
215
Lastpage
220
Abstract
In order to control systems that contain nonlinearities or uncertainties, control strategies must deal with the effects of these. Since most control methods based on mathematical models have been mainly focused on stability robustness against nonlinearities or uncertainties, they are limited in their ability to improve the transient responses. In this paper, a nonlinear fuzzy auto-tuning PID control method is built, which can stably improve the transient responses of systems disturbed by nonlinearities or unknown mathematical characteristics. Although the derivation of the control law is based on the design procedure for general fuzzy logic controllers, the resultant control algorithm has analytical form with time varying PID gains rather than linguistic form. This means the proposed method can be easily and effectively applied to real-time control situations. It will be implemented by using an ARM processor LPC2210 from Philips. Control simulations are carried out to evaluate the transient performance of the suggested method through example systems, by comparing its responses with the nonlinear fuzzy PID control method.
Keywords
control system synthesis; fuzzy control; nonlinear control systems; robust control; temperature control; three-term control; time-varying systems; uncertain systems; fuzzy logic controller design; nonlinear fuzzy autotuning PID control system; real-time control situation; stability robustness; temperature controller; time varying gain; transient response; uncertainty control; Algorithm design and analysis; Control nonlinearities; Control systems; Fuzzy control; Fuzzy systems; Nonlinear control systems; Robust stability; Temperature control; Three-term control; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
IT in Medicine & Education, 2009. ITIME '09. IEEE International Symposium on
Conference_Location
Jinan
Print_ISBN
978-1-4244-3928-7
Electronic_ISBN
978-1-4244-3930-0
Type
conf
DOI
10.1109/ITIME.2009.5236430
Filename
5236430
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