Title :
Nonlinear Control for Magnetic Levitation Systems Based on Fast Online Algebraic Identification of the Input Gain
Author :
Morales, Rafael ; Feliu, Vicente ; Sira-Ramírez, Hebertt
Author_Institution :
Dept. of Electr., Electron., & Autom., Univ. of Castilla-La Mancha, Albacete, Spain
fDate :
7/1/2011 12:00:00 AM
Abstract :
The control of the popular magnetic levitation system is addressed from the viewpoint of adaptive control based on fast, on line, algebraic parameter estimation, exact linearization and generalized proportional integral (GPI) output feedback control. The GPI controller guarantees an asymptotically exponentially stable behavior of the controlled ball position and the possibilities of carrying out rest-to-rest trajectory tracking tasks. The online algebraic parameter estimation approach estimates, quite accurately, and in a very short period of time, the unknown parameter or the magnetic levitation system. The proposed adaptive controller is actually implemented on a laboratory prototype with excellent experimental results for, both, stabilization and trajectory tracking tasks.
Keywords :
PI control; adaptive control; asymptotic stability; linearisation techniques; magnetic levitation; nonlinear control systems; parameter estimation; position control; GPI controller; adaptive control; asymptotically exponentially stability; ball position control; fast online algebraic identification; generalized proportional integral output feedback control; input gain; magnetic levitation system; nonlinear control system; online algebraic parameter estimation approach; rest-to-rest trajectory tracking task; trajectory tracking task; Adaptive control; Control systems; Linear feedback control systems; Magnetic levitation; Nonlinear control systems; Output feedback; Parameter estimation; Pi control; Proportional control; Trajectory; adaptive control; algebraic estimation; generalized proportional integral (GPI) control; magnetic levitation systems;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2010.2057511