DocumentCode
3588410
Title
Fuzzy LMI servo controller for uncertain ball and beam system
Author
Asad, Muhammad Usman ; Zafar, Junaid ; Hanif, Athar ; Farooq, Umar ; Gu, Jason
Author_Institution
Dept. of Electr. Eng., Univ. of Lahore, Lahore, Pakistan
fYear
2014
Firstpage
360
Lastpage
365
Abstract
This paper describes the design of a fuzzy logic controller for ball and beam system based on linear matrix inequality (LMI) techniques. The uncertain ball and beam system is represented by a simplified Takagi-Sugeno (TS) fuzzy model. Parallel distributed compensation (PDC) technique is then used to design control gains for fuzzy regions. The convex fuzzy summation of these gains is found to stabilize the system for various initial conditions. The stabilizing loop is restructured as servo loop afterwards to track the reference commands. MATLAB simulations are performed to validate the proposed controller for ball and beam system with parametric uncertainty where it is also compared with pole placement controller.
Keywords
compensation; control engineering computing; control system synthesis; fuzzy control; fuzzy set theory; linear matrix inequalities; servomechanisms; stability; uncertain systems; MATLAB simulation; PDC technique; TS; Takagi-Sugeno fuzzy model; convex fuzzy summation; fuzzy LMI servo controller; fuzzy logic controller design; linear matrix inequality; parallel distributed compensation; system stabilization; uncertain ball and beam system; Digital signal processing; Electronic mail; Gravity; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Multi-Topic Conference (INMIC), 2014 IEEE 17th International
Print_ISBN
978-1-4799-5754-5
Type
conf
DOI
10.1109/INMIC.2014.7097366
Filename
7097366
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