Parameter identification of an induction motor at standstill using vector constructing method

Yanhui He; Yupeng Feng; Yue Wang; Zhao'An Wang; Wanjun Lei

doi:10.1109/ECCE.2010.5617732

Parameter identification of an induction motor at standstill using vector constructing method

Yanhui He
, Yupeng Feng
, Yue Wang
, Zhao'An Wang
, Wanjun Lei

School of Electrical Engineering

Xi'an Jiaotong University

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

5 Scopus citations

Abstract

Parameter identification of an induction motor (IM) at standstill based on Recursive Least Squares (RLS) essentially requires the derivative terms of the stator voltages and currents. However, the use of the analog or digital differentiators will greatly increase the complexity of identification algorithm and reduces the system reliability. In this paper, a simple parameter identification algorithm based on vector constructing method is proposed which does not employ the analog or digital differentiators. It has been proved in this paper that the identification results just relate to the magnitudes and phase shift angle of the fundamental stator voltage and current. Therefore, the derivatives of the stator voltages and currents can be constructed which are easily obtained by Fast Fourier Transform (FFT) analysis. And then, four electrical parameters of the IM are simultaneously estimated using single-phase AC test on the basis of the RLS technique. The presented simulation and experimental results have demonstrated the validity and the feasibility of the proposed method.

Original language	English
Title of host publication	2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings
Pages	4204-4209
Number of pages	6
DOIs	https://doi.org/10.1109/ECCE.2010.5617732
State	Published - 2010
Event	2010 2nd IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Atlanta, GA, United States Duration: 12 Sep 2010 → 16 Sep 2010

Publication series

Name	2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings

Conference

Conference	2010 2nd IEEE Energy Conversion Congress and Exposition, ECCE 2010
Country/Territory	United States
City	Atlanta, GA
Period	12/09/10 → 16/09/10

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

Fast fourier transform
Induction motor
Parameter identification
Recursive Least Squares
Single-phase AC test
Vector constructing method

Access to Document

10.1109/ECCE.2010.5617732

Cite this

He, Y., Feng, Y., Wang, Y., Wang, ZA., & Lei, W. (2010). Parameter identification of an induction motor at standstill using vector constructing method. In 2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings (pp. 4204-4209). Article 5617732 (2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings). https://doi.org/10.1109/ECCE.2010.5617732

@inproceedings{0cc4aae461ce4dd488e1314c1bb931d5,

title = "Parameter identification of an induction motor at standstill using vector constructing method",

abstract = "Parameter identification of an induction motor (IM) at standstill based on Recursive Least Squares (RLS) essentially requires the derivative terms of the stator voltages and currents. However, the use of the analog or digital differentiators will greatly increase the complexity of identification algorithm and reduces the system reliability. In this paper, a simple parameter identification algorithm based on vector constructing method is proposed which does not employ the analog or digital differentiators. It has been proved in this paper that the identification results just relate to the magnitudes and phase shift angle of the fundamental stator voltage and current. Therefore, the derivatives of the stator voltages and currents can be constructed which are easily obtained by Fast Fourier Transform (FFT) analysis. And then, four electrical parameters of the IM are simultaneously estimated using single-phase AC test on the basis of the RLS technique. The presented simulation and experimental results have demonstrated the validity and the feasibility of the proposed method.",

keywords = "Fast fourier transform, Induction motor, Parameter identification, Recursive Least Squares, Single-phase AC test, Vector constructing method",

author = "Yanhui He and Yupeng Feng and Yue Wang and Zhao'An Wang and Wanjun Lei",

year = "2010",

doi = "10.1109/ECCE.2010.5617732",

language = "英语",

isbn = "9781424452866",

series = "2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings",

pages = "4204--4209",

booktitle = "2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings",

note = "2010 2nd IEEE Energy Conversion Congress and Exposition, ECCE 2010 ; Conference date: 12-09-2010 Through 16-09-2010",

}

He, Y, Feng, Y, Wang, Y, Wang, ZA & Lei, W 2010, Parameter identification of an induction motor at standstill using vector constructing method. in 2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings., 5617732, 2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings, pp. 4204-4209, 2010 2nd IEEE Energy Conversion Congress and Exposition, ECCE 2010, Atlanta, GA, United States, 12/09/10. https://doi.org/10.1109/ECCE.2010.5617732

Parameter identification of an induction motor at standstill using vector constructing method. / He, Yanhui; Feng, Yupeng; Wang, Yue et al.
2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings. 2010. p. 4204-4209 5617732 (2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings).

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

TY - GEN

T1 - Parameter identification of an induction motor at standstill using vector constructing method

AU - He, Yanhui

AU - Feng, Yupeng

AU - Wang, Yue

AU - Wang, Zhao'An

AU - Lei, Wanjun

PY - 2010

Y1 - 2010

N2 - Parameter identification of an induction motor (IM) at standstill based on Recursive Least Squares (RLS) essentially requires the derivative terms of the stator voltages and currents. However, the use of the analog or digital differentiators will greatly increase the complexity of identification algorithm and reduces the system reliability. In this paper, a simple parameter identification algorithm based on vector constructing method is proposed which does not employ the analog or digital differentiators. It has been proved in this paper that the identification results just relate to the magnitudes and phase shift angle of the fundamental stator voltage and current. Therefore, the derivatives of the stator voltages and currents can be constructed which are easily obtained by Fast Fourier Transform (FFT) analysis. And then, four electrical parameters of the IM are simultaneously estimated using single-phase AC test on the basis of the RLS technique. The presented simulation and experimental results have demonstrated the validity and the feasibility of the proposed method.

AB - Parameter identification of an induction motor (IM) at standstill based on Recursive Least Squares (RLS) essentially requires the derivative terms of the stator voltages and currents. However, the use of the analog or digital differentiators will greatly increase the complexity of identification algorithm and reduces the system reliability. In this paper, a simple parameter identification algorithm based on vector constructing method is proposed which does not employ the analog or digital differentiators. It has been proved in this paper that the identification results just relate to the magnitudes and phase shift angle of the fundamental stator voltage and current. Therefore, the derivatives of the stator voltages and currents can be constructed which are easily obtained by Fast Fourier Transform (FFT) analysis. And then, four electrical parameters of the IM are simultaneously estimated using single-phase AC test on the basis of the RLS technique. The presented simulation and experimental results have demonstrated the validity and the feasibility of the proposed method.

KW - Fast fourier transform

KW - Induction motor

KW - Parameter identification

KW - Recursive Least Squares

KW - Single-phase AC test

KW - Vector constructing method

UR - https://www.scopus.com/pages/publications/78650079114

U2 - 10.1109/ECCE.2010.5617732

DO - 10.1109/ECCE.2010.5617732

M3 - 会议稿件

AN - SCOPUS:78650079114

SN - 9781424452866

T3 - 2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings

SP - 4204

EP - 4209

BT - 2010 IEEE Energy Conversion Congress and Exposition, ECCE 2010 - Proceedings

T2 - 2010 2nd IEEE Energy Conversion Congress and Exposition, ECCE 2010

Y2 - 12 September 2010 through 16 September 2010

ER -

Parameter identification of an induction motor at standstill using vector constructing method

Abstract

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Conference

UN SDGs

Keywords

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