Parameter estimation method for induction machines using instantaneous voltage and current measurements

Rengifo-Santana, Johnny Wladimir; Benzaquen-Suñe, Joseph; Aller-Castro, José Manuel; Bueno-Montilla, Alexander Alfredo; Restrepo-Zambrano, José Alex

Keywords: induction machines, parameter estimation, rotating machine transient, nonlinear estimation

Abstract

his paper proposes an off-line method to determine the electrical parameters of an induction machine based on two instantaneous indicators (impedance and power). The method uses the induction machine start-up voltage and current measurements. Also, the proposed method employs a space vector dynamic model of the induction machine referred to the fixed stator reference frame. This model allows the representation of the instantaneous indicators in terms of the machine electrical parameters. An error function is defined using the indicators obtained from the measurements, versus the corresponding derived from the dynamic model of the machine. The estimated parameters are obtained by minimizing this error function by means of a constrained nonlinear optimization algorithm. The effectiveness of the proposed method was experimentally validated. The results from the model using the estimated parameters fit the experimental data sets with average error below 5%.

Más información

Título de la Revista: REVISTA FACULTAD DE INGENIERIA-UNIVERSIDAD DE ANTIOQUIA
Número: 75
Editorial: scielo
Fecha de publicación: 2015
Página de inicio: 57
Página final: 66
Idioma: Inglés
URL: https://revistas.udea.edu.co/index.php/ingenieria/article/view/16882/18751
DOI:

10.17533/udea.redin.n75a07

Notas: ISI, SCOPUS, SCIELO