Otro
Load torque estimation in induction motors using artificial neural networks
Registro en:
Proceeding of the 2002 International Joint Conference on Neural Networks, Vols 1-3. New York: IEEE, p. 1379-1384, 2002.
1098-7576
10.1109/IJCNN.2002.1007717
WOS:000177402800246
Autor
Goedtel, A.
da Silva, I. N.
Serni, PJA
Avolio, E.
IEEE
Resumen
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.