Title :
Model-based feedforward for inferential motion systems, with application to a prototype lightweight motion system
Author :
Ronde, Michael ; van de Molengraft, Rene ; Steinbuch, Maarten
Author_Institution :
Dept. of Mech. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
In high-performance motion systems, e.g. wafer-stages or pick-and-place machines, there is an increasing demand for higher throughput and accuracy. In the current design paradigm, i.e. rigid-body design, higher demands for throughput and accuracy will lead to a heavier machine. This paradigm does not scale anymore with higher throughputs, i.e. a new paradigm is required. The new paradigm is to design a lightweight machine and to deal with the resulting flexibilities by over-actuation and over-sensing. This class of systems offers freedom to explore new control strategies that exploit the over-actuation and -sensing. This paper presents a model-based feedforward method for over-actuated flexible motions systems, with non-collocated sensor and performance locations. Inferential control is considered as the point of interest for performance is typically different from the location of the measured feedback signals.
Keywords :
control system synthesis; feedback; feedforward; machine control; motion control; feedback signal; high-performance motion system; inferential control; inferential motion system; lightweight machine; model-based feedforward; noncollocated sensor; over-actuated flexible motions system; pick-and-place machine; prototype lightweight motion system; rigid-body design; wafer-stage; Bandwidth; Convolution; Feedforward neural networks; Noise; Parametric statistics; Prototypes; Feedforward design; Flexible Systems; Lightweight motion systems; Non-square systems;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6315083