Title :
Motor efficiency control of CNC machine based on neural network model reference adaptive system
Author :
Shi, Jinliang ; Liu, Fei ; Xie, Dong ; Xu, Dijian ; Yu, Qunwei
Author_Institution :
Coll. of Mech. Eng., Chongqing Univ., Chongqing
Abstract :
In view of induction motor in under loading energy consumption question and the fact that the motor is in most efficiency if the difference of rotate is maintained constant whatever the frequency and load is. In the paper, a method of model reference adaptive efficiency for induction motor drive based on neural network is introduced.
Keywords :
computerised numerical control; induction motor drives; machine control; model reference adaptive control systems; neurocontrollers; CNC machine; induction motor drive; model reference adaptive efficiency; motor efficiency control; neural network model reference adaptive system; under loading energy consumption; Adaptive control; Adaptive systems; Automation; Computer numerical control; Educational institutions; Induction motor drives; Induction motors; Intelligent control; Neural networks; Programmable control; motor control; neural network; save energy;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593308
