Title :
Application of Extended Kalman Filter for parameter identification of electric drives
Author :
Vosmik, David ; Sutnar, Zdenek ; Peroutka, Zdenek
Author_Institution :
Dept. of Electromech. & Power Electron., Univ. of West Bohemia, Plzen, Czech Republic
Abstract :
This paper deals with an Extended Kalman Filter (EKF). In the paper is described basic theory of filter and a functionality is proved on real laboratory prototypes. EKF is used for parameter identification of synchronous motor with permanent magnets on the rotor surface (PMSM) and for induction motor.
Keywords :
Kalman filters; electric drives; induction motors; parameter estimation; permanent magnet motors; synchronous motors; Kalman filter; electric drives; induction motor; parameter identification; permanent magnets; rotor surface; synchronous motor; Estimation; Hysteresis motors; Induction motors; Kalman filters; Rotors; Stators; Voltage measurement;
Conference_Titel :
Applied Electronics (AE), 2010 International Conference on
Conference_Location :
Pilsen
Print_ISBN :
978-80-7043-865-7
