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

Handan Nak; Mehmet Onur Gülbahce; Metin Gokasan; Ali Fuat Ergene

doi:10.1109/ELECO.2015.7394564

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

Handan Nak
, Mehmet Onur Gülbahce
, Metin Gokasan
, Ali Fuat Ergene

Istanbul Technical University

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

18 Atıf (Scopus)

Özet

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.

Orijinal dil	İngilizce
Ana bilgisayar yayını başlığı	ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering
Yayınlayan	Institute of Electrical and Electronics Engineers Inc.
Sayfalar	618-623
Sayfa sayısı	6
ISBN (Elektronik)	9786050107371
DOI'lar	https://doi.org/10.1109/ELECO.2015.7394564
Yayın durumu	Yayınlandı - 28 Oca 2016
Etkinlik	9th International Conference on Electrical and Electronics Engineering, ELECO 2015 - Bursa, Türkiye Süre: 26 Kas 2015 → 28 Kas 2015

Yayın serisi

Adı	ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering

???event.eventtypes.event.conference???

???event.eventtypes.event.conference???	9th International Conference on Electrical and Electronics Engineering, ELECO 2015
Ülke/Bölge	Türkiye
Şehir	Bursa
Periyot	26/11/15 → 28/11/15

Bibliyografik not

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

BM SKH

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Belgeye Erişim

10.1109/ELECO.2015.7394564

Diğer Dosyalar ve Linkler

Link to publication in Scopus

Alıntı Yap

Nak, H., Gülbahce, M. O., Gokasan, M., & Ergene, A. F. (2016). Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications. In ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering (pp. 618-623). Makale 7394564 (ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ELECO.2015.7394564

Nak, Handan ; Gülbahce, Mehmet Onur ; Gokasan, Metin et al. / Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications. ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 618-623 (ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering).

@inproceedings{1fd5b5d9a6b5478ea24f28f14823d82d,

title = "Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications",

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.",

author = "Handan Nak and G{\"u}lbahce, \{Mehmet Onur\} and Metin Gokasan and Ergene, \{Ali Fuat\}",

note = "Publisher Copyright: {\textcopyright} 2015 Chamber of Electrical Engineers of Turkey.; 9th International Conference on Electrical and Electronics Engineering, ELECO 2015 ; Conference date: 26-11-2015 Through 28-11-2015",

year = "2016",

month = jan,

day = "28",

doi = "10.1109/ELECO.2015.7394564",

language = "English",

series = "ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "618--623",

booktitle = "ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering",

address = "United States",

}

Nak, H, Gülbahce, MO, Gokasan, M & Ergene, AF 2016, Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications. in ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering., 7394564, ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering, Institute of Electrical and Electronics Engineers Inc., pp. 618-623, 9th International Conference on Electrical and Electronics Engineering, ELECO 2015, Bursa, Türkiye, 26/11/15. https://doi.org/10.1109/ELECO.2015.7394564

Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications. / Nak, Handan; Gülbahce, Mehmet Onur; Gokasan, Metin et al.
ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering. Institute of Electrical and Electronics Engineers Inc., 2016. p. 618-623 7394564 (ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering).

Araştırma sonucu: Kitap/Rapor/Konferans Bildirisinde Bölüm › Konferans katkısı › bilirkişi

TY - GEN

T1 - Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications

AU - Nak, Handan

AU - Gülbahce, Mehmet Onur

AU - Gokasan, Metin

AU - Ergene, Ali Fuat

PY - 2016/1/28

Y1 - 2016/1/28

N2 - 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.

AB - 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.

UR - https://www.scopus.com/pages/publications/84963829028

U2 - 10.1109/ELECO.2015.7394564

DO - 10.1109/ELECO.2015.7394564

M3 - Conference contribution

AN - SCOPUS:84963829028

T3 - ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering

SP - 618

EP - 623

BT - ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 9th International Conference on Electrical and Electronics Engineering, ELECO 2015

Y2 - 26 November 2015 through 28 November 2015

ER -

Nak H, Gülbahce MO, Gokasan M, Ergene AF. Performance investigation of extended Kalman filter based observer for PMSM using in washing machine applications. In ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering. Institute of Electrical and Electronics Engineers Inc. 2016. p. 618-623. 7394564. (ELECO 2015 - 9th International Conference on Electrical and Electronics Engineering). doi: 10.1109/ELECO.2015.7394564

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

Özet

Yayın serisi

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Bibliyografik not

BM SKH

Belgeye Erişim

Diğer Dosyalar ve Linkler

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