Title :
Accuracy aspects in motion feedforward tuning
Author :
Boeren, Frank ; Oomen, Tom ; Steinbuch, Maarten
Author_Institution :
Dept. of Mech. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
Feedforward control can significantly improve the performance of a motion system through compensation of known disturbances. Recently, new feedforward algorithms have been proposed that exploit measured data from previous tasks and a suitable feedforward parametrization to attain high performance. The aim of this paper is to analyze the accuracy of these approaches. To achieve this, related results from closed-loop identification are exploited in feedforward control. Furthermore, a new algorithm is proposed that leads to optimal accuracy. The results are confirmed in a simulation study of a motion system.
Keywords :
closed loop systems; control system synthesis; feedforward; identification; motion control; closed-loop identification; feedforward algorithms; feedforward control; feedforward parametrization; motion feedforward tuning; motion system; Accuracy; Covariance matrices; Feedforward neural networks; Instruments; Optimized production technology; Q measurement; Servomotors; Identification; Iterative learning control; Mechatronics;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858833