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

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

Research output: Contribution to journalArticlepeer-review

8 Scopus citations

Abstract

This 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%.

Original languageEnglish
Pages (from-to)57-66
Number of pages10
JournalRevista Facultad de Ingenieria
Volume1
Issue number75
DOIs
StatePublished - 1 Jan 2015

Keywords

  • Induction machines
  • Nonlinear estimation
  • Parameter estimation
  • Rotating machine transient

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