Title :
High-speed positioning of a linear stage using feedback error learning control: Improvement of learning time and accuracy
Author :
Nakamura, Yukinori ; Morimoto, Kenichi ; Wakui, Shinji
Author_Institution :
Inst. of Eng., Tokyo Univ. of Agric. & Technol., Koganei, Japan
Abstract :
This paper considers high-speed position control of a stage. To improve the performance of positioning, feedback error learning (FEL) control is utilized. In the proposed FEL, free parameters of a feedforward controller are determined such that true value of estimated parameters can become small. Moreover, a priori information on the stage is utilized for learning. Effects of parameters of FEL are investigated in order to improve learning time and accuracy. Experimental results demonstrate that the stage positioning based on the proposed FEL reduces settling time and improves repeatability.
Keywords :
adaptive control; feedback; feedforward; learning systems; machine tools; numerical control; position control; NC machine tools; feedback error learning control; feedforward controller; free parameter; high-speed position control; learning accuracy; learning time; linear stage; numerical control; repeatability; settling time; Artificial intelligence; Magnetomechanical effects;
Conference_Titel :
Industrial Technology (ICIT), 2012 IEEE International Conference on
Conference_Location :
Athens
Print_ISBN :
978-1-4673-0340-8
DOI :
10.1109/ICIT.2012.6210083