DocumentCode :
2306495
Title :
Precise tracking control of a piezoactuated micropositioning stage based on modified Prandtl-Ishlinskii hysteresis model
Author :
Xu, Qingsong ; Li, Yangmin
Author_Institution :
Dept. of Electromech. Eng., Univ. of Macau, Macao, China
fYear :
2010
fDate :
21-24 Aug. 2010
Firstpage :
692
Lastpage :
697
Abstract :
In this paper, the hysteresis modeling and compensation are carried out and verified for a piezo-driven XY parallel micropositioning stage aiming at a sub-micron precise motion tracking control. Specifically, inverse modified Prandtl-Ishlinskii (MPI) model-based feedforward in combination with a proportional-integral-derivative (PID) feedback control algorithm is implemented for the real-time control. The MPI model is identified by optimizing the weight parameters through particle swarm optimization (PSO) to match the model output to experimental data. For the purpose of comparisons, a feedforward controller using the inverse MPI model solely is realized as well. The performance of feedforward plus feedback over stand-alone feedforward control is examined by experimental studies conducted on the prototype micropositioning stage. Results show that the combined control scheme can reduce the nonsymmetric hysteresis to a negligible level and produce a sub-micron accuracy motion tracking, which provides a sound base of practical control of the micropositioning system for micro/nano scale manipulation.
Keywords :
feedback; feedforward; hysteresis; micropositioning; motion control; particle swarm optimisation; piezoelectric actuators; three-term control; Prandtl Ishlinskii hysteresis model; feedforward controller; particle swarm optimization; piezoactuated micropositioning stage; proportional integral derivative feedback control; submicron precise motion tracking control; Actuators; Data models; Feedforward neural networks; Hysteresis; Inverse problems; Mathematical model; Tracking;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Automation Science and Engineering (CASE), 2010 IEEE Conference on
Conference_Location :
Toronto, ON
Print_ISBN :
978-1-4244-5447-1
Type :
conf
DOI :
10.1109/COASE.2010.5584273
Filename :
5584273
Link To Document :
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