Actas de congresos
New approach of induction machine drive using an adaptive digital PID controller with gain planning based on artificial neural networks
Date
1999-12-01Registration in:
Proceedings of the American Control Conference, v. 3, p. 2153-2157.
0743-1619
10.1109/ACC.1999.786327
2-s2.0-0033284963
5589838844298232
8212775960494686
Author
Universidade Estadual Paulista (UNESP)
Institutions
Abstract
The present work introduces a new strategy of induction machines speed adjustment using an adaptive PID (Proportional Integral Derivative) digital controller with gain planning based on the artificial neural networks. This digital controller uses an auxiliary variable to determine the ideal induction machine operating conditions and to establish the closed loop gain of the system. The auxiliary variable value can be estimated from the information stored in a general-purpose artificial neural network based on CMAC (Cerebellar Model Articulation Controller).
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Información General: Grupo Control
Universidad de Los Andes