Title :
Robust sensorless speed observer-controller scheme for Permanent Magnet Synchronous Motor
Author :
Dchich, Khira ; Zaafouri, Abderrahmen ; Chaari, Abdelkader
Author_Institution :
High Sch. of Sci. & Tech. of Tunis, Bab Mnara, Tunisia
Abstract :
In this paper, is proposed a robust sensorless speed observer-controller scheme for a Permanent Magnet Synchronous Motor (PMSM) based on the use of an Extended Kalman Filter (EKF) to estimate both position and speed, without any mechanical sensor. Then, a state-feedback optimal control algorithm is developed for uncertain of PMSM, based on the use of an Algebraic Riccati Equation (ARE) and a convex optimization approach. The robustness of this method, with respect to the parameters uncertainties, is tested, with success, for fourth order model of the studied process.
Keywords :
Kalman filters; Riccati equations; convex programming; machine control; nonlinear filters; observers; optimal control; permanent magnet motors; state feedback; synchronous motors; ARE; EKF; PMSM; algebraic Riccati equation; convex optimization approach; extended Kalman filter; fourth order model; permanent magnet synchronous motor; position estimation; robust sensorless speed observer-controller scheme; speed estimation; state-feedback optimal control algorithm; Covariance matrices; Equations; Kalman filters; Mathematical model; Noise; Rotors; Vectors;
Conference_Titel :
Control, Decision and Information Technologies (CoDIT), 2014 International Conference on
Conference_Location :
Metz
DOI :
10.1109/CoDIT.2014.6996986