DocumentCode :
3643015
Title :
Modeling and control of rate-dependent hysteresis for a piezo-driven micropositioning stage
Author :
Qingsong Xu;Yangmin Li
Author_Institution :
Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Av. Padre Tomá
fYear :
2011
fDate :
5/1/2011 12:00:00 AM
Firstpage :
1670
Lastpage :
1675
Abstract :
Piezoelectric hysteresis usually relies on the frequency of the input signal. Most of the existing rate-dependent models use a lot of parameters to capture the rate-dependent hysteresis. In this paper, a simple rate-dependent hysteresis model is proposed to describe the frequency dependency effect of a micropositioning stage driven by piezoelectric actuators. This model is extended from an enhanced Coleman-Hodgdon (C-H) model. It has only 9 parameters and exhibits an accuracy better than 97%. The dependencies of the model parameters on the input rate are derived based on open-loop experimental tests. As inverse rate-dependent C-H model is established to construct a feedforward compensation. Experimental results demonstrate the effectiveness of the rate-dependent model over the traditional rate-independent one. The feedforward in conjunction with a PID feedback control is constructed to further attenuate the modeling errors and creep effects. Results show that the combined control scheme suppresses the tracking error by more than 8 times compared to the stand-alone PID control. It provides a sound base of practical control of the micropositioning system for micro/nano scale manipulation.
Keywords :
"Magnetic hysteresis","Hysteresis","Solid modeling","Feedforward neural networks","Tracking","Load modeling","Feedback control"
Publisher :
ieee
Conference_Titel :
Robotics and Automation (ICRA), 2011 IEEE International Conference on
ISSN :
1050-4729
Print_ISBN :
978-1-61284-386-5
Type :
conf
DOI :
10.1109/ICRA.2011.5979920
Filename :
5979920
Link To Document :
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