A sensorless control using Extended Kalman Filter for an IPM synchronous motor based on an extended rotor flux

Citations

SCOPUS

11

초록

In this paper, a sensorless control of an interior permanent magnet synchronous motors (IPMSMs) is proposed using an Extended Kalman Filter (EKF) based on the extended rotor flux concept. Also, simple parameter estimation method is proposed to improve the performance of sensorless drive method. The IPMSM sensorless drive system has nonlinearity charac-teristics and parameters variation. To overcome two main drawbacks, the estimation of Extended rotor flux using the EKF is suitable for high performance because of its ability to perform state estimation for nonlinear systems that involve random noise environment. The simple parameter estimation method is also adopted to reduce deterioration of estimation of variables. The experimental results illustrate the validity of the analytical approach and the efficiency of the proposed method.

키워드

Extended Kalman Filter (EKF)Extended Rotor Flux (ERF)Interior Permanent Magnet Synchronous Motors (IPMSMs)Sensorless ControlSimple Parameter Estimation (SPE)Analytical approachInterior permanent magnet synchronous motorParameter estimation methodParameters variationsRandom noiseRotor fluxesSensor less controlSensorless drive methodSensorless drive systemsSimple Parameter Estimation (SPE)Extended Kalman filtersIndustrial electronicsParameter estimationSynchronous motorsPermanent magnets
제목
A sensorless control using Extended Kalman Filter for an IPM synchronous motor based on an extended rotor flux
저자
Kim, Jae-HoonLee, Sang-sooKim, Rae-YoungHyun, Dong-Seok
DOI
10.1109/IECON.2012.6388731
발행일
2012-12
유형
Conference Paper
저널명
IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society
페이지
1631 ~ 1636