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
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;
Journal_Title :
Mechatronics, IEEE/ASME Transactions on
DOI :
10.1109/TMECH.2008.915816