DocumentCode :
2220905
Title :
Current control of induction motors based on input voltage output current model using neural networks
Author :
Alsina, P.J. ; Gehlot, N.S.
Author_Institution :
Dept. de Engenharia Eletrica, Univ. Federal da Paraiba, Joao Pessoa, Brazil
fYear :
1993
fDate :
15-19 Nov 1993
Firstpage :
219
Abstract :
Field oriented induction motor drive systems require a fast and precise stator current control. This paper proposes a neurocontroller based current control with the desired characteristics. The controller is based on one-step ahead control strategy using input voltage-output current model of induction motors. A neural network is used to identify the inverse dynamics (output-input relationship) which is necessary to implement the controller. Simulation results of induction motor current control are presented
Keywords :
electric current control; induction motors; inverse problems; machine control; neural nets; stators; I/O relationship; current control; field oriented induction motor drive systems; input voltage-output current model; inverse dynamics identification; neural networks; neurocontroller; one-step ahead control strategy; output-input relationship; stator current control; Control systems; Current control; Induction motors; Neural networks; Power semiconductor switches; Rotors; Sampling methods; Stators; Torque control; Voltage control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial Electronics, Control, and Instrumentation, 1993. Proceedings of the IECON '93., International Conference on
Conference_Location :
Maui, HI
Print_ISBN :
0-7803-0891-3
Type :
conf
DOI :
10.1109/IECON.1993.339078
Filename :
339078
Link To Document :
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