IDENTIFICATION AND CONTROL OF AN ASYNCHRONOUS MACHINE USING NEURAL NETWORKS

A ZERGAOUI, A BENNIA

Résumé


In this work, we present the application of artificial neural networks to the identification and control of the asynchronous motor, which is a complex nonlinear system with variable internal dynamics.  We show that neural networks can be applied to control the stator currents of the induction motor.  The results of the different simulations are presented to evaluate the performance of the neural controller proposed.


Mots-clés


Neural networks; nonlinear control systems; system identification; neuromorphic control; asynchronous machine

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Références


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