Title :
An interval type-2 fuzzy regulator for magnetic levitation system
Author :
Farooq, Umar ; Gu, Jason ; El-Hawary, Mohamed E. ; Abbas, Ghulam ; Asad, Muhammad Usman
Author_Institution :
Dept. of Electr. Eng., Univ. of The Punjab Lahore, Lahore, Pakistan
Abstract :
This paper extends the design of type-1 fuzzy regulator for a set of operating points to interval type-2 fuzzy regulator with magnetic levitation system as the test bench. Both the regulators employ type-1 Takagi-Sugeno (TS) fuzzy model of the plant and the control gains in each case are determined through a set of linear matrix inequalities to ensure global system stability. MATLAB simulations are performed to prove the validity of the extended regulator where it is also compared with the existing type-1 regulator. It is shown that interval type-2 fuzzy regulator has better transient performance as compared to type-1 fuzzy regulator.
Keywords :
fuzzy control; linear matrix inequalities; magnetic levitation; stability; Matlab simulations; TS fuzzy model; global system stability; interval type-2 fuzzy regulator; linear matrix inequalities; magnetic levitation system; transient performance; type-1 Takagi-Sugeno fuzzy model; type-1 fuzzy regulator design; Electronic mail; Fuzzy sets; Linear matrix inequalities; Magnetic levitation; Mathematical model; Regulators; Uncertainty; MATLAB/Simulink; TS fuzzy model; interval type-2 fuzzy regulator; magnetic levitation system; type-1 fuzzy regulator;
Conference_Titel :
Electrical and Computer Engineering (CCECE), 2015 IEEE 28th Canadian Conference on
Conference_Location :
Halifax, NS
Print_ISBN :
978-1-4799-5827-6
DOI :
10.1109/CCECE.2015.7129315