Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive

F. Hardan; L. Zhang; W. Shepherd

doi:10.1109/PESC.1995.474850

Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive

F. Hardan, L. Zhang, W. Shepherd

Electronic, Electrical and Systems Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The paper presents a model-based predictive current regulator for a vector-controlled induction motor drive. An extended Kalman filter is employed to estimate the back EMF of the machine stator circuit model used by the inner current regulator loop. This also estimates the rotor resistance for slip angular velocity calculation in the outer speed loop. The adaptive feature of this controller leads to improved speed response performance from the induction machine.

Original language	English
Title of host publication	Proceedings of PESC 1995 - Power Electronics Specialist Conference
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
Pages	457-463
Number of pages	7
ISBN (Electronic)	0780327306
DOIs	https://doi.org/10.1109/PESC.1995.474850
Publication status	Published - 1995
Event	26th Annual IEEE Power Electronics Specialists Conference, PESC 1995 - Atlanta, United States Duration: 18 Jun 1995 → 22 Jun 1995

Publication series

Name	PESC Record - IEEE Annual Power Electronics Specialists Conference
Volume	1
ISSN (Print)	0275-9306

Conference

Conference	26th Annual IEEE Power Electronics Specialists Conference, PESC 1995
Country/Territory	United States
City	Atlanta
Period	18/06/95 → 22/06/95

Bibliographical note

Publisher Copyright:
© 1995 IEEE.

ASJC Scopus subject areas

Modelling and Simulation
Condensed Matter Physics
Energy Engineering and Power Technology
Electrical and Electronic Engineering

Access to Document

10.1109/PESC.1995.474850

Cite this

Hardan, F., Zhang, L., & Shepherd, W. (1995). Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive. In Proceedings of PESC 1995 - Power Electronics Specialist Conference (pp. 457-463). Article 474850 (PESC Record - IEEE Annual Power Electronics Specialists Conference; Vol. 1). Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/PESC.1995.474850

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title = "Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive",

abstract = "The paper presents a model-based predictive current regulator for a vector-controlled induction motor drive. An extended Kalman filter is employed to estimate the back EMF of the machine stator circuit model used by the inner current regulator loop. This also estimates the rotor resistance for slip angular velocity calculation in the outer speed loop. The adaptive feature of this controller leads to improved speed response performance from the induction machine.",

author = "F. Hardan and L. Zhang and W. Shepherd",

note = "Publisher Copyright: {\textcopyright} 1995 IEEE.; 26th Annual IEEE Power Electronics Specialists Conference, PESC 1995 ; Conference date: 18-06-1995 Through 22-06-1995",

year = "1995",

doi = "10.1109/PESC.1995.474850",

language = "English",

series = "PESC Record - IEEE Annual Power Electronics Specialists Conference",

publisher = "Institute of Electrical and Electronics Engineers (IEEE)",

pages = "457--463",

booktitle = "Proceedings of PESC 1995 - Power Electronics Specialist Conference",

}

Hardan, F, Zhang, L & Shepherd, W 1995, Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive. in Proceedings of PESC 1995 - Power Electronics Specialist Conference., 474850, PESC Record - IEEE Annual Power Electronics Specialists Conference, vol. 1, Institute of Electrical and Electronics Engineers (IEEE), pp. 457-463, 26th Annual IEEE Power Electronics Specialists Conference, PESC 1995, Atlanta, United States, 18/06/95. https://doi.org/10.1109/PESC.1995.474850

Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive. / Hardan, F.; Zhang, L.; Shepherd, W.
Proceedings of PESC 1995 - Power Electronics Specialist Conference. Institute of Electrical and Electronics Engineers (IEEE), 1995. p. 457-463 474850 (PESC Record - IEEE Annual Power Electronics Specialists Conference; Vol. 1).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive

AU - Hardan, F.

AU - Zhang, L.

AU - Shepherd, W.

PY - 1995

Y1 - 1995

N2 - The paper presents a model-based predictive current regulator for a vector-controlled induction motor drive. An extended Kalman filter is employed to estimate the back EMF of the machine stator circuit model used by the inner current regulator loop. This also estimates the rotor resistance for slip angular velocity calculation in the outer speed loop. The adaptive feature of this controller leads to improved speed response performance from the induction machine.

AB - The paper presents a model-based predictive current regulator for a vector-controlled induction motor drive. An extended Kalman filter is employed to estimate the back EMF of the machine stator circuit model used by the inner current regulator loop. This also estimates the rotor resistance for slip angular velocity calculation in the outer speed loop. The adaptive feature of this controller leads to improved speed response performance from the induction machine.

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U2 - 10.1109/PESC.1995.474850

DO - 10.1109/PESC.1995.474850

M3 - Conference contribution

AN - SCOPUS:0042761691

T3 - PESC Record - IEEE Annual Power Electronics Specialists Conference

SP - 457

EP - 463

BT - Proceedings of PESC 1995 - Power Electronics Specialist Conference

PB - Institute of Electrical and Electronics Engineers (IEEE)

T2 - 26th Annual IEEE Power Electronics Specialists Conference, PESC 1995

Y2 - 18 June 1995 through 22 June 1995

ER -

Hardan F, Zhang L, Shepherd W. Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive. In Proceedings of PESC 1995 - Power Electronics Specialist Conference. Institute of Electrical and Electronics Engineers (IEEE). 1995. p. 457-463. 474850. (PESC Record - IEEE Annual Power Electronics Specialists Conference). doi: 10.1109/PESC.1995.474850

Adaptive current regulation using extended Kalman filter for vector-controlled induction machine drive

Abstract

Publication series

Conference

Bibliographical note

ASJC Scopus subject areas

Access to Document

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Cite this