Title :
Cross-Coupled ILC for Improved Precision Motion Control: Design and Implementation
Author :
Barton, Kira L. ; Alleyne, Andrew G.
Author_Institution :
Univ. of Illinois at Urbana-Champaign, Urbana
Abstract :
This paper presents an improved method for precision motion control by combining individual axis iterative learning control (ILC) and cross-coupled ILC (CCILC) into a single control input [1]. CCILC is a new method in which a multiaxis cross-coupled controller (CCC) is reformatted into a single-input single-output (SISO) ILC approach. Applying the techniques of ILC to CCC enables learning of the cross-coupled error which leads to a modified control signal and subsequent improvements in the contour trajectory tracking performance. In this paper, performance of the combined ILC and CCILC system is compared to existing control systems through computer simulations and experimental testing on a microscale robotic deposition (mu-RD) system [2]. Sufficient stability and convergence properties for the combined system are presented along with a modified approach for determining monotonic convergence of systems that are computationally challenging. The combined design is shown to enhance the precision motion control of the mu-RD system through performance improvements in individual axis tracking and contour tracking.
Keywords :
adaptive control; computerised numerical control; control system synthesis; convergence; iterative methods; learning systems; motion control; stability; computerized numerical control; contour trajectory tracking; convergence properties; cross-coupled ILC; iterative learning control; manufacturing systems; microscale robotic deposition system; multiaxis cross-coupled controller; precision motion control; single-input single-output control; stability; Computer errors; Computer simulation; Control system synthesis; Convergence; Error correction; Iterative methods; Motion control; System testing; Tracking; Trajectory;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282725