Title :
Fuzzy logic-based gain scheduling of Exact Feedforward Linearization controller for magnetic ball levitation system
Author :
Elgammal, Abdullah T. ; Abouelsouda, A.A. ; Assal, Samy F. M.
Author_Institution :
Mccharronics & Robot. Eng. Dept., Egypt-Japan Univ. of Sci. & Technol., Alexandria, Egypt
Abstract :
This paper presents an Exact FeedForward Linearization controller combined with fuzzy-based gain scheduling for single DOF magnetic ball levitation system. The proposed method improves the previously reported techniques in terms of transient response behavior and tracking error. A Luenberger State estimator for the nonlinear/uncertain plant is implemented. Finally, the control law and the estimator are combined and applied experimentally to the magnetic ball levitation system. The results show the effectiveness and the robustness of this scheme regarding the increase of the dynamic range of the tracked signals and the presence of payload variation.
Keywords :
feedforward; magnetic levitation; observers; Luenberger State estimator; exact feedforward linearization controller; fuzzy logic-based gain scheduling; single DOF magnetic ball levitation system; transient response behavior; Feedforward neural networks; Magnetic levitation; Mathematical model; Observers; Payloads; Robustness; Exact feedforward linearization control; Gain scheduling; Luenberger observer; Magnetic ball levitation;
Conference_Titel :
Control (CONTROL), 2014 UKACC International Conference on
Conference_Location :
Loughborough
DOI :
10.1109/CONTROL.2014.6915196