DocumentCode :
2551730
Title :
High performance motion controller design for linear piezoelectric ceramic motors
Author :
Lin, Chi-Ying ; Lin, Xi-Yin
Author_Institution :
Dept. of Mech. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
fYear :
2011
fDate :
21-25 June 2011
Firstpage :
599
Lastpage :
604
Abstract :
This article presents a hybrid intelligent control and repetitive control design strategy for high performance motion control of linear piezoelectric ceramic motors. To compensate for the friction and hysteresis phenomenon in the piezoelectric motors, a radial basis function based neural network controller with PID controller is first applied as performance baseline for tracking periodic motion profiles. To further improve the periodic tracking performance, a discrete time repetitive controller coming from solving a particular solution of Bezout identity is then added to the feedback control system. The resultant hybrid controller consisting of neural controller, PID controller, and repetitive controller, is useful for tracking and disturbance rejection in motion control systems. The effectiveness of the proposed control strategy was verified through comparison of several tracking experiments on a linear piezoelectric ceramic motor.
Keywords :
discrete time systems; feedback; linear motors; motion control; neurocontrollers; piezoceramics; piezoelectric motors; radial basis function networks; three-term control; Bezout identity; PID controller; discrete time repetitive controller design strategy; feedback control system; high performance motion controller design; hybrid intelligent control; linear piezoelectric ceramic motors; radial basis function based neural network controller; Artificial neural networks; Ceramics; Friction; Hysteresis motors; Mathematical model; Motion control; Tracking; linear piezoelectric ceramic motors; neural network; repetitive controller;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2011 9th World Congress on
Conference_Location :
Taipei
Print_ISBN :
978-1-61284-698-9
Type :
conf
DOI :
10.1109/WCICA.2011.5970583
Filename :
5970583
Link To Document :
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