Title :
An interval type-2 Fuzzy PD controller for ball and beam system
Author :
Farooq, Umar ; Gu, Jhen-Fong ; Asad, Muhammad Usman
Author_Institution :
Dept. of Electr. Eng., Univ. of The Punjab, Lahore, Pakistan
Abstract :
This paper presents a simple interval type 2 fuzzy proportional derivative controller for ball and beam system. The inner motor position and the outer ball position control loops are operated with the similar controller structures but having different settling times. The proposed controller is validated through simulation runs in MATLAB environment where it is also compared with type 1 fuzzy proportional derivative controller. Results have shown that the proposed controller is robust to beam angle and ball position disturbances, as well as measurement noise and errors.
Keywords :
DC motors; fuzzy control; measurement errors; motion control; noise measurement; open loop systems; position control; three-term control; DC motor; MATLAB environment; ball and beam system; ball position disturbances; beam angle; controller structures; inner motor position control loops; interval type 2 fuzzy proportional derivative controller; interval type-2 fuzzy PD controller; measurement errors; measurement noise; open loop unstable system; outer ball position control loops; type 1 fuzzy proportional derivative controller; DC motors; Fuzzy logic; Fuzzy sets; Gain; Noise; PD control; Vectors; Interval type 2 fuzzy proportional derivative controller; MATLAB/Simulink; ball and beam system; type 1 fuzzy proportional derivative controller;
Conference_Titel :
Computer,Control & Communication (IC4), 2013 3rd International Conference on
Conference_Location :
Karachi
Print_ISBN :
978-1-4673-6011-1
DOI :
10.1109/IC4.2013.6653749