A neural vector control for induction machine

A neural network scheme is proposed for field orientation and torque control of the induction machine. The neural network control is derived using a gain scheduling technique, by means of a discrete time-variant model for the induction machine that is obtained for several operating conditions. Simul...

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Bibliographic Details
Main Authors: Maia, C.A., Resende, P., Silvino, J.L.
Format: Conference Proceeding
Language:English
Subjects:
Artificial neural networks
Control systems
Induction machines
Machine vector control
Neural networks
Nonlinear control systems
Nonlinear equations
Regulators
Stators
Torque control
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Description
Summary:A neural network scheme is proposed for field orientation and torque control of the induction machine. The neural network control is derived using a gain scheduling technique, by means of a discrete time-variant model for the induction machine that is obtained for several operating conditions. Simulation results are presented to verify the efficiency of the proposed approach.
DOI:10.1109/ISIE.1997.648926