Title :
AC motor control based on wavelet network
Author :
Guo, Tong-ying ; Qu, Dao-Kui ; Xu, Fang
Abstract :
A wavelet network is applied in AC motor control. Firstly, the structure and training algorithm of wavelet network is discussed. Secondly, the motor mathematic model is found, and the control structure and parameters are designed. Finally, the effectiveness of this method is proved by simulation experiments.
Keywords :
AC motors; MIMO systems; machine control; neurocontrollers; nonlinear control systems; wavelet transforms; AC motor control; MIMO nonlinear system; motor mathematic model; structure algorithm; training algorithm; wavelet network; AC motors; Artificial neural networks; Automatic control; DC motors; MIMO; Mathematical model; Mathematics; Neural networks; Rotors; Wavelet transforms;
Conference_Titel :
Machine Learning and Cybernetics, 2004. Proceedings of 2004 International Conference on
Print_ISBN :
0-7803-8403-2
DOI :
10.1109/ICMLC.2004.1382306
