Title :
Fuzzy-based gain scheduling of Exact FeedForward Linearization control and sliding mode control for magnetic ball levitation system: A comparative study
Author :
Lashin, Manar ; Elgammal, Abdullah T. ; Ramadan, Ahmed ; Abouelsoud, A.A. ; Assal, Samy F. M. ; Abo-Ismail, Ahmed
Author_Institution :
Mechatron. & Robot. Eng. Dept., Egypt-Japan Univ. of Sci. & Technol., Alexandria, Egypt
Abstract :
This paper presents a comparative study between two control approaches; an Exact FeedForward Linearization controller developed by fuzzy-gain scheduling and sliding mode controller based on Ackermann and Utkin method. For the later one the sliding surface dynamics are determined explicitly without transforming to the sliding mode canonical form. The benefits of this study are demonstrated practically on a well known benchmark control problem, Magnetic ball levitation system (Maglev), and the performances of both controllers are compared. Important control issues such as tracking ability, control effort, steady state error and noise rejection are experimentally investigated.
Keywords :
feedforward; fuzzy control; linearisation techniques; magnetic levitation; magnetic variables control; nonlinear control systems; stability; variable structure systems; Ackermann-Utkin method; Maglev; control effort; exact feedforward linearization control; fuzzy-based gain scheduling; magnetic ball levitation system; noise rejection; nonlinear unstable system; performance comparison; sliding mode canonical form; sliding mode control; sliding surface dynamics; steady state error; tracking ability; Feedforward neural networks; Magnetic levitation; Mathematical model; Noise; Sliding mode control; Trajectory; Exact FeedForward Linearization Control; Gain scheduling; Luenberger observer; Magnetic ball levitation; Mismatched Condition; Sliding Mode Controller;
Conference_Titel :
Automation, Quality and Testing, Robotics, 2014 IEEE International Conference on
Conference_Location :
Cluj-Napoca
Print_ISBN :
978-1-4799-3731-8
DOI :
10.1109/AQTR.2014.6857830