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
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;
Conference_Titel :
Advanced Motion Control, 2010 11th IEEE International Workshop on
Conference_Location :
Nagaoka, Niigata
Print_ISBN :
978-1-4244-6668-9
Electronic_ISBN :
1943-6572
DOI :
10.1109/AMC.2010.5464094