DocumentCode
2370969
Title
Intelligent disturbance rejection for robust tracking performance of X-Y positioning system
Author
Raafat, Safanah M. ; Akmeliawati, Rini
Author_Institution
Int. Islamic Univ. Malaysia, Kuala-Lumpur, Malaysia
fYear
2010
fDate
4-7 Aug. 2010
Firstpage
252
Lastpage
257
Abstract
In this paper, design and implementation of an intelligent disturbance weighting function for H∞-based precision positioning control system is presented for an AC motor drive X-Y table positioning mechanism. The system works with a robust feedback controlled, enhanced by an outer loop integral control. The objective is to achieve high tracking and contouring performances even in the presence of uncertainties and disturbances. The effect of crosstalk between the two axes is considered as disturbance that is treated by intelligent estimated disturbance weighting functions using adaptive neuro fuzzy inference system (ANFIS). The developed controller is implemented experimentally, and a tracking performance of less than 1μm is achieved. Contouring error of less than 1μm is achieved as well.
Keywords
AC motors; adaptive control; feedback; intelligent control; machine control; position control; robust control; AC motor drive; H∞-based precision positioning control system; X-Y positioning system; adaptive neuro fuzzy inference system; intelligent disturbance weighting function; outer loop integral control; robust tracking performance; Artificial intelligence; Control systems; Crosstalk; Frequency control; Robust control; Robustness; Uncertainty; AC motor drive; X-Y table positioning mechanism; disturbance weighting function; intelligent H∞ -based precision positioning control system; tracking performances;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation (ICMA), 2010 International Conference on
Conference_Location
Xi´an
ISSN
2152-7431
Print_ISBN
978-1-4244-5140-1
Electronic_ISBN
2152-7431
Type
conf
DOI
10.1109/ICMA.2010.5589083
Filename
5589083
Link To Document