Load torque estimation in induction motors using artificial neural networks
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Data
2002-01-01
Autores
Goedtel, A.
da Silva, I. N.
Serni, PJA
Avolio, E.
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Institute of Electrical and Electronics Engineers (IEEE)
Resumo
The induction motors are largely used in several industry sectors. The dimensioning of an induction motor has still been inaccurate because in most of the cases the load behavior in its shaft is completely unknown. The proposal of this paper is to use artificial neural networks as tool for dimensioning of induction motors rather than conventional methods, which use classical identification techniques and mechanical load modeling. Simulation results are also presented to validate the proposed approach.
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Proceeding of the 2002 International Joint Conference on Neural Networks, Vols 1-3. New York: IEEE, p. 1379-1384, 2002.