Induction Machine Estimator for Vector Control Applications Using Neural Networks

Induction Machine Estimator for Vector Control Applications Using Neural Networks

A neural network induction machine model, including its dynamic behavior, has been developed. The model is intended to be used in vector control drives and 15 linearly dependent on the machine parameters For this reason, the model parameters can be adapted in real time without retraining.

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Bibliographische Detailangaben
Veröffentlicht in:IEEE power engineering review 1998-08, Vol.18 (8), p.50-52
Hauptverfasser: Bueno, A.A., Aller, J.M., Gimenez, M.I., Guzman, V.M., Restreop, J.A.
Format: Artikel
Sprache:eng
Schlagworte:
Capacitors
Employment
Hazards
Induction machines
Machine learning
Machine vector control
Neural networks
Neurons
Nonlinear equations
Power engineering and energy
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Beschreibung
Zusammenfassung:A neural network induction machine model, including its dynamic behavior, has been developed. The model is intended to be used in vector control drives and 15 linearly dependent on the machine parameters For this reason, the model parameters can be adapted in real time without retraining.
ISSN:0272-1724
1558-1705
DOI:10.1109/39.691718