Title :
Adaptive calibration of feedforward controllers for laser profiling machines
Author :
Ko, Roy C. ; Good, Malcolm C. ; Holgamuge, S.K.
Author_Institution :
Dept. of Mech. & Manuf. Eng., Melbourne Univ., Parkville, Vic., Australia
Abstract :
This paper addresses the problem of achieving higher motion-control bandwidths for contouring machine tools. In contrast to conventional feedforward compensators with fixed parameters, an adaptive calibrating controller is proposed. The controller embodies an inverse system structure, and is capable of learning the most appropriate set of controller parameters for a given repetitive task within a few calibration cycles. A comprehensive nonlinear simulation model, based on experimental measurements of a laser profiling machine, is used to demonstrate the superior contouring performance obtainable with the proposed controller
Keywords :
adaptive control; calibration; compensation; feedforward; laser beam machining; learning systems; machine tools; motion control; adaptive calibration; compensation; contouring machine tools; feedforward controllers; laser profiling machines; learning system; motion-control; simulation model; Adaptive control; Bandwidth; Calibration; Computer numerical control; Control systems; Friction; Laser modes; Optical control; Programmable control; Servomechanisms;
Conference_Titel :
Information, Decision and Control, 1999. IDC 99. Proceedings. 1999
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-5256-4
DOI :
10.1109/IDC.1999.754145