Title :
Segmented compensation using compound iterative learning control on 2D system for linear motor
Author :
Ma, Hang ; Yang, Song ; Li, Ying-shun ; Liu, Chun-mei
Author_Institution :
Sch. of Eng., Shenyang Univ. of Technol., Liaoyang, China
Abstract :
With consideration of two-dimensional (2D) nature of iterative learning control (ILC), the equivalence between the compound ILC and a special 2D system is investigated. On the basis of robust analysis and design methods are developed for a special 2D system, a new segmented compound ILC scheme based on the 2D state input and output feedback has been delivered which gives the solutions to the descriptions, analyses and compensation of linear motor disturbances on the compound ILC system. The effectiveness and good performances of the proposed ILC schemes not only illustrated by permanent magnet linear synchronous motor (PMLSM) simulation test on minimum disturbances along the time and iterative axis, but also shown in experiments that tracking position precision of PMLSM can be effectively improved by the scheme the experimental results.
Keywords :
intelligent control; linear synchronous motors; machine control; permanent magnet motors; state feedback; ILC; PMLSM; iterative learning control; linear motor; permanent magnet linear synchronous motor; segmented compensation; special 2D system; state input feedback; state output feedback; two-dimensional nature; Algorithm design and analysis; Compounds; Convergence; Feedback control; Mathematical model; Servomotors; Stochastic processes; Compound scheme; Iterative learning control; Linear motor; Segmented compensations; Two-dimensional;
Conference_Titel :
Machine Learning and Cybernetics (ICMLC), 2010 International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-6526-2
DOI :
10.1109/ICMLC.2010.5580896