DocumentCode :
3294172
Title :
Hysteresis modeling and compensation for an XY micropositioning stage with model reference adaptive control
Author :
Li, Yangmin ; Xu, Qingsong
Author_Institution :
Dept. of Electromech. Eng., Univ. of Macau, Macau, China
fYear :
2009
fDate :
15-18 Dec. 2009
Firstpage :
5580
Lastpage :
5585
Abstract :
In this paper, a model reference adaptive controller (MRAC) is designed for a piezo-driven XY parallel micropositioning stage to compensate for the hysteresis effects aiming at a sub-micron accuracy motion tracking control. To convert the desired motion trajectory into voltage input, the inverse modified Prandtl-Ishlinskii (PI) hysteresis model is employed. The modified PI model is identified by optimizing the weight parameters through particle swarm optimization (PSO) to match the model output to experimental data. To compare with other methods, a feedforward controller based on PI model is implemented as well. The performances of MRAC and feedforward controllers are examined by extensive simulation studies. Results show that the former is superior to the latter one in terms of steady state errors especially as the increasing of input rates. Besides, the robustness of MRAC controller with rejection to external disturbances is verified as well.
Keywords :
adaptive control; compensation; feedforward; hysteresis; micropositioning; motion control; particle swarm optimisation; piezoelectric actuators; Prandtl-Ishlinskii hysteresis model; compensation; feedforward controller; hysteresis modeling; model reference adaptive controller; motion tracking control; motion trajectory; particle swarm optimization; piezo-driven XY parallel micropositioning stage; steady state errors; Adaptive control; Hysteresis; Impedance matching; Motion control; Particle swarm optimization; Programmable control; Robust control; Steady-state; Tracking; Voltage;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
ISSN :
0191-2216
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
Type :
conf
DOI :
10.1109/CDC.2009.5399586
Filename :
5399586
Link To Document :
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