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
Link To Document :
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