Title :
Adaptive Robust Output-Feedback Control of a Magnetic Levitation System by K-Filter Approach
Author :
Yang, Zi-Jiang ; Kunitoshi, Kazuhiro ; Kanae, Shunshoku ; Wada, Kiyoshi
Author_Institution :
Kyushu Univ., Fukuoka
Abstract :
This paper proposes an adaptive robust output-feedback controller for the position-tracking problem of a magnetic levitation system with a current-feedback power amplifier. The system is governed by a single-input single-output second-order nonlinear differential equation which is different from the standard output-feedback form, since there is a position-dependent nonlinear uncertainty multiplied by the control input. Only the position measurement is available for control. The controller is designed by a backstepping procedure with a robustifying modification of the conventional K-filter approach. The boundedness and the guaranteed transient performance of the error signals are achieved by the nonlinear damping terms, and the ultimate position-tracking error is reduced by the adaptive laws. Experimental results are included to show the excellent control performance of the designed controller.
Keywords :
adaptive control; control system synthesis; damping; feedback; magnetic levitation; nonlinear differential equations; position control; power amplifiers; robust control; K-filter approach; adaptive robust output-feedback control; backstepping; current-feedback power amplifier; guaranteed transient performance; magnetic levitation; nonlinear damping; nonlinear differential equations; position measurement; position-tracking problem; Adaptive control; Backstepping; Control systems; Differential equations; Magnetic levitation; Nonlinear control systems; Position measurement; Power amplifiers; Programmable control; Robust control; Adaptive control; guaranteed transient performance; magnetic levitation system; nonlinear damping term; out-put feedback; output feedback; radial basis function (RBF) network; radial basis function network;
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2007.896488