DocumentCode
1071493
Title
Design and Experiments for a Class of Fuzzy Controlled Servo Systems
Author
Precup, Radu-Emil ; Preitl, Stefan ; Rudas, Imre J. ; Tomescu, Marius L. ; Tar, József K.
Author_Institution
Politehnica Univ. of Timisoara (PUT), Timisoara
Volume
13
Issue
1
fYear
2008
Firstpage
22
Lastpage
35
Abstract
This paper proposes a new fuzzy control solution employing 2-DOF proportional-integral-fuzzy controllers dedicated to a class of servo systems. The controlled plants in these systems, widely used in mechatronics applications, can be characterized by second-order dynamics with integral type. The original design method suggested here starts with linear design results in terms of the extended symmetrical optimum method accompanied by an iterative feedback tuning (IFT) algorithm. Next, these results are transferred to the fuzzy case by the modal equivalence principle. The convergence of the IFT algorithm is guaranteed by the derivation of sufficient global asymptotic stability conditions based on Krasovskii-LaSalle´s invariant set theorem with quadratic Lyapunov function candidate. Real-time experimental results corresponding to a low-cost fuzzy controlled servo system validate the theoretical approaches.
Keywords
Lyapunov methods; asymptotic stability; control system synthesis; feedback; fuzzy control; invariance; iterative methods; mechatronics; servomechanisms; set theory; three-term control; tuning; 2-DOF; extended symmetrical optimum method; fuzzy controlled servo systems design; global asymptotic stability conditions; integral type; invariant set theorem; iterative feedback tuning algorithm convergence; linear design; mechatronics; modal equivalence principle; proportional-integral-fuzzy controllers; quadratic Lyapunov function; second-order dynamics; Algorithm design and analysis; Control systems; Design methodology; Fuzzy control; Fuzzy systems; Iterative algorithms; Mechatronics; Pi control; Proportional control; Servomechanisms; Fuzzy control; mechatronics; servo systems; stability; tuning;
fLanguage
English
Journal_Title
Mechatronics, IEEE/ASME Transactions on
Publisher
ieee
ISSN
1083-4435
Type
jour
DOI
10.1109/TMECH.2008.915816
Filename
4453929
Link To Document