DocumentCode
3698139
Title
Experimental study of optimal Takagi Sugeno fuzzy controller for rotary inverted pendulum
Author
Umar Farooq;Jason Gu;Mohamed E. El-Hawary;Valentina E. Balas;Muhammad Usman Asad
Author_Institution
Department of Electrical Engineering, University of The Punjab Lahore-54590 Pakistan
fYear
2015
Firstpage
1
Lastpage
7
Abstract
This paper presents an experimental study of optimal Takagi Sugeno (TS) fuzzy controller for a rotary inverted pendulum. A TS fuzzy model of the simplified plant is first constructed using sector nonlinearity approach. A guaranteed cost TS fuzzy PDC optimal controller is then designed using LMI toolbox of MATLAB. The designed controller is experimentally evaluated on a ‘Quanser Qube Servo’ platform where it is compared with linear optimal controller which is also designed using LMI toolbox of MATLAB under the same design conditions. It is shown that TS fuzzy optimal controller shows better performance even though it is designed based on a simplified plant model.
Keywords
"Mathematical model","PD control","Nickel","Dynamic scheduling","Real-time systems","MATLAB","Servomotors"
Publisher
ieee
Conference_Titel
Fuzzy Systems (FUZZ-IEEE), 2015 IEEE International Conference on
Type
conf
DOI
10.1109/FUZZ-IEEE.2015.7337972
Filename
7337972
Link To Document