Title :
Unscented transformnations of UKF for sensorless speed control of PMSM
Author :
Cheol Moon;Jun Sung Park;Young Ahn Kwon;Ralph M. Kennel
Author_Institution :
Department of Electrical Engineering, Pusan National University, Busan, Korea
Abstract :
This paper investigates the unscented transformations (UT) of the unscented Kalman filter (UKF) for the sensorless speed control of a permanent magnet synchronous motor (PMSM). The UKF can omit a linearization process of the extended Kalman filter(EKF) through the UT, and prevent errors due to the linearization. The UT addresses this problem by using deterministic sample approach. This paper explains several UT methods, compares them through the simulation and applies to the sensorless speed control of the PMSM.
Keywords :
"Kalman filters","Sensorless control","Velocity control","Mathematical model","Permanent magnet motors","Estimation","Magnetic separation"
Conference_Titel :
TENCON 2015 - 2015 IEEE Region 10 Conference
Print_ISBN :
978-1-4799-8639-2
Electronic_ISBN :
2159-3450
DOI :
10.1109/TENCON.2015.7372802