DocumentCode
2236805
Title
High-speed positioning of a linear stage using feedback error learning control: Improvement of learning time and accuracy
Author
Nakamura, Yukinori ; Morimoto, Kenichi ; Wakui, Shinji
Author_Institution
Inst. of Eng., Tokyo Univ. of Agric. & Technol., Koganei, Japan
fYear
2012
fDate
19-21 March 2012
Firstpage
1079
Lastpage
1085
Abstract
This paper considers high-speed position control of a stage. To improve the performance of positioning, feedback error learning (FEL) control is utilized. In the proposed FEL, free parameters of a feedforward controller are determined such that true value of estimated parameters can become small. Moreover, a priori information on the stage is utilized for learning. Effects of parameters of FEL are investigated in order to improve learning time and accuracy. Experimental results demonstrate that the stage positioning based on the proposed FEL reduces settling time and improves repeatability.
Keywords
adaptive control; feedback; feedforward; learning systems; machine tools; numerical control; position control; NC machine tools; feedback error learning control; feedforward controller; free parameter; high-speed position control; learning accuracy; learning time; linear stage; numerical control; repeatability; settling time; Artificial intelligence; Magnetomechanical effects;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Technology (ICIT), 2012 IEEE International Conference on
Conference_Location
Athens
Print_ISBN
978-1-4673-0340-8
Type
conf
DOI
10.1109/ICIT.2012.6210083
Filename
6210083
Link To Document