Title :
A class of neural-fuzzy controller and its application in AC speed adjustment with varying frequency
Author :
Liu, Xiangjie ; Chai, Tianyou
Author_Institution :
Res. Center of Autom., Northeastern Univ., Shenyang, China
Abstract :
This paper investigates the applying of neural-fuzzy controller to a microcomputer based AC speed adjustment system. The authors present the neural-fuzzy controller with self-learning mechanism. The proposed controller has both the advantages of neural network and fuzzy control, thus resulting in fine performance characteristics. It is a new method of intelligent control for accomplishing AC speed adjustment
Keywords :
induction motors; AC speed adjustment; fuzzy control; induction motors; intelligent control; neural network; neural-fuzzy controller; neurocontrol; self-learning mechanism; Automatic control; Control systems; Frequency; Fuzzy control; Fuzzy logic; Humans; Industrial control; Neural networks; Niobium; Portable media players;
Conference_Titel :
Decision and Control, 1997., Proceedings of the 36th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-7803-4187-2
DOI :
10.1109/CDC.1997.657815
