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