Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

14 Citations (Scopus)

Abstract

In this paper, sensorless speed control of permanent magnet synchronous motor (PMSM) with an Extended Kalman Filter (EKF) based observer is performed. The general model of the PMSM and EKF algorithm are presented. Simulation studies are carried out using MATLAB/Simulink, in order to explore effectiveness and usability of EKF in sensorless PMSM drive for washing machine applications. In order to investigate performance of proposed system in real conditions, real torque profile of a washing machine is used. Simulation results illustrate that the proposed system is quite effective for washing machine applications and robust against variations of motor parameters.

Original languageEnglish
Title of host publicationELECO 2015 - 9th International Conference on Electrical and Electronics Engineering
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages618-623
Number of pages6
ISBN (Electronic)9786050107371
DOIs
Publication statusPublished - 28 Jan 2016
Event9th International Conference on Electrical and Electronics Engineering, ELECO 2015 - Bursa, Turkey
Duration: 26 Nov 201528 Nov 2015

Publication series

NameELECO 2015 - 9th International Conference on Electrical and Electronics Engineering

Conference

Conference9th International Conference on Electrical and Electronics Engineering, ELECO 2015
Country/TerritoryTurkey
CityBursa
Period26/11/1528/11/15

Bibliographical note

Publisher Copyright:
© 2015 Chamber of Electrical Engineers of Turkey.

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