Title :
AC Servo Control System Based on CMAC Neural Network
Author :
Zhang, Tao ; JIANG, JingPing
Author_Institution :
Electron. Eng. Dept., North China Inst. of Sci. & Technol., Beijing, China
fDate :
March 31 2009-April 2 2009
Abstract :
In view of the nonlinear character and complexity of the AC servo system, the paper applies the learning control algorithm to control the AC servo system. Observing the characteristic analysis and simulation computations of the AC PMSM servo system, the project can apparently improve the response width and accuracy of the AC servo system.
Keywords :
AC motors; distributed control; machine control; neural nets; permanent magnet motors; servomotors; AC permanent magnetism servo Motor; AC servo control system; CMAC neural network; learning control algorithm; nonlinear character; AC motors; Brushless DC motors; Brushless motors; Control systems; DC motors; Neural networks; Permanent magnet motors; Servomechanisms; Servomotors; Servosystems;
Conference_Titel :
Computer Science and Information Engineering, 2009 WRI World Congress on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-0-7695-3507-4
DOI :
10.1109/CSIE.2009.19
