DocumentCode
554933
Title
Experimental validation of control for a positioning stage by feedback error learning
Author
Nakamura, Yoshihiko ; Morimoto, Kenichi ; Wakui, S.
Author_Institution
Inst. of Eng., Tokyo Univ. of Agric. & Technol., Tokyo, Japan
fYear
2011
fDate
11-13 Aug. 2011
Firstpage
11
Lastpage
16
Abstract
This paper considers precision positioning of a stage. To compensate uncertainties of the stage, feedback error learning (FEL) is employed. In FEL algorithm, parameters of feedback error learning are updated by using an output of a feedback controller. After learning, the feedforward controller with an inverse system of a plant is obtained. To shorten learning time, implementation methods of FEL are proposed. In our methods, free parameters in the feedforward controller are determined by using the inverse system. Furthermore, information on the inverse system is utilized for the learning. Proposed methods are demonstrated by experiments with the stage.
Keywords
feedback; feedforward; learning systems; position control; feedback error learning; feedforward controller; inverse system; learning time; positioning stage control; Adaptive control; Control systems; Convergence; Feedforward neural networks; Numerical stability; Stability analysis; Voltage measurement;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Mechatronic Systems (ICAMechS), 2011 International Conference on
Conference_Location
Zhengzhou
Print_ISBN
978-1-4577-1698-0
Type
conf
Filename
6024965
Link To Document