DocumentCode
2356538
Title
Fast and precise positioning by sequential adaptive feedforward compensation for disturbance
Author
Ito, Kazuaki ; Maebashi, Wataru ; Yamamoto, Masafumi ; Iwasaki, Makoto ; Matsui, Nobuyuki
Author_Institution
Dept. of Electr.&Electron. Eng., Toyota Nat. Coll. of Technol., Toyota, Japan
fYear
2010
fDate
21-24 March 2010
Firstpage
19
Lastpage
23
Abstract
This paper presents a fast and precise positioning of table systems using a sequential adaptive methodology for disturbance. In this research, both nonlinear friction and a modeling error between mathematical model and actual plant system are handled as disturbances in mechanism. It is well-known that disturbance variations deteriorate positioning performance. Viscous friction and a motor thrust constant are taken up a problem as primary factors in disturbance variations, because those parameters are frequently varied for temperature change due to drive conditions, such as before/after warming up motion. In this research, feedforward compensation using a disturbance model is applied. Disturbance model parameters are genetically optimized by GA to simulate actual disturbance characteristics, where faithful disturbance characteristics are obtained using an iterative learning process. A sequential adaptive methodology is tuned the model parameters continuously to achieve robust positioning performance irrespective of temperature change. The proposed approach with the adaptive disturbance model-based feedforward compensation has been verified by experiments using a table system on a machine stand.
Keywords
adaptive control; feedforward; genetic algorithms; iterative methods; learning systems; machine tools; mechatronics; nonlinear control systems; position control; disturbance model; genetic algorithm; iterative learning process; modeling error; motor thrust constant; nonlinear friction; sequential adaptive feedforward compensation; table systems; viscous friction; Adaptive control; Delay; Drives; Friction; Mathematical model; Power system modeling; Programmable control; Robustness; Temperature; Vibrations;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Motion Control, 2010 11th IEEE International Workshop on
Conference_Location
Nagaoka, Niigata
ISSN
1943-6572
Print_ISBN
978-1-4244-6668-9
Electronic_ISBN
1943-6572
Type
conf
DOI
10.1109/AMC.2010.5464094
Filename
5464094
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