Title :
Experiments in fuzzy control of a Magnetic Levitation System laboratory equipment
Author :
Dragos, Claudia-Adina ; Preitl, Stefan ; Precup, Radu-Emil ; Bulzan, Raul-Gherasim ; Petriu, Emil M. ; Tar, Jozsef K.
Author_Institution :
Politeh. Univ. of Timisoara, Timisoara, Romania
Abstract :
The paper is focused on the experimental validation of two control solutions dedicated to the position control of a sphere in the Magnetic Levitation System with Two Electromagnets (MLS2EM) laboratory equipment. A state feedback control structure is first designed to stabilize the system. A fuzzy control solution based on a Takagi-Sugeno fuzzy controller is next designed to ensure better control system performance including zero steady state control error. The real-time experiments involve three types of disturbance inputs applied to the lower electromagnet if the MLS2EM: pulse width modulated signal, sinusoidal signal and pseudo-random binary sequence. The experimental results show prove that the fuzzy control structure ensures very good tracking errors for all three disturbance inputs.
Keywords :
control system synthesis; fuzzy control; laboratory techniques; magnetic levitation; position control; state feedback; Takagi-Sugeno fuzzy controller; control system performance; electromagnets laboratory equipment; magnetic levitation system laboratory equipment; position control; pseudorandom binary sequence; pulse width modulated signal; sinusoidal signal; state feedback control structure; zero steady state control error; Electromagnets; Fuzzy control; Laboratories; Magnetic levitation; Real time systems; State feedback; Tuning;
Conference_Titel :
Intelligent Systems and Informatics (SISY), 2010 8th International Symposium on
Conference_Location :
Subotica
Print_ISBN :
978-1-4244-7394-6
DOI :
10.1109/SISY.2010.5647164