On-line parameter estimation of saturated synchronous machines

Gustavo Valverde; Elias Kyriakides; Gerald T. Heydt; Vladimir Terzija

doi:10.1109/PES.2011.6039060

On-line parameter estimation of saturated synchronous machines

Gustavo Valverde, Elias Kyriakides, Gerald T. Heydt, Vladimir Terzija

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

5 Scopus citations

Abstract

This paper presents a novel method based on the Unscented Kalman Filter (UKF) to estimate the saturated parameters of synchronous machines. The proposed methodology uses voltage and current measurements taken from the stator and the field windings to update the parameters of the synchronous machine during steady state operation. The method also utilizes measurements of the power angle in order to relate the measurements (in abc components) with the voltage equations in the qd0 reference frame. The proposed methodology has been tested and validated for a saturated synchronous machine.

Original language	English (US)
Title of host publication	2011 IEEE PES General Meeting
Subtitle of host publication	The Electrification of Transportation and the Grid of the Future
DOIs	https://doi.org/10.1109/PES.2011.6039060
State	Published - Dec 9 2011
Event	2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future - Detroit, MI, United States Duration: Jul 24 2011 → Jul 28 2011

Publication series

Name	IEEE Power and Energy Society General Meeting
ISSN (Print)	1944-9925
ISSN (Electronic)	1944-9933

Other

Other	2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future
Country/Territory	United States
City	Detroit, MI
Period	7/24/11 → 7/28/11

Keywords

Unscented Kalman Filter
parameter estimation
saturation
synchronous machines

ASJC Scopus subject areas

Energy Engineering and Power Technology
Nuclear Energy and Engineering
Renewable Energy, Sustainability and the Environment
Electrical and Electronic Engineering

Access to Document

10.1109/PES.2011.6039060

Cite this

On-line parameter estimation of saturated synchronous machines. / Valverde, Gustavo; Kyriakides, Elias; Heydt, Gerald T. et al.
2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future. 2011. 6039060 (IEEE Power and Energy Society General Meeting).

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

Valverde, G, Kyriakides, E, Heydt, GT & Terzija, V 2011, On-line parameter estimation of saturated synchronous machines. in 2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future., 6039060, IEEE Power and Energy Society General Meeting, 2011 IEEE PES General Meeting: The Electrification of Transportation and the Grid of the Future, Detroit, MI, United States, 7/24/11. https://doi.org/10.1109/PES.2011.6039060

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title = "On-line parameter estimation of saturated synchronous machines",

abstract = "This paper presents a novel method based on the Unscented Kalman Filter (UKF) to estimate the saturated parameters of synchronous machines. The proposed methodology uses voltage and current measurements taken from the stator and the field windings to update the parameters of the synchronous machine during steady state operation. The method also utilizes measurements of the power angle in order to relate the measurements (in abc components) with the voltage equations in the qd0 reference frame. The proposed methodology has been tested and validated for a saturated synchronous machine.",

keywords = "Unscented Kalman Filter, parameter estimation, saturation, synchronous machines",

author = "Gustavo Valverde and Elias Kyriakides and Heydt, {Gerald T.} and Vladimir Terzija",

year = "2011",

month = dec,

day = "9",

doi = "10.1109/PES.2011.6039060",

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series = "IEEE Power and Energy Society General Meeting",

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AU - Valverde, Gustavo

AU - Kyriakides, Elias

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N2 - This paper presents a novel method based on the Unscented Kalman Filter (UKF) to estimate the saturated parameters of synchronous machines. The proposed methodology uses voltage and current measurements taken from the stator and the field windings to update the parameters of the synchronous machine during steady state operation. The method also utilizes measurements of the power angle in order to relate the measurements (in abc components) with the voltage equations in the qd0 reference frame. The proposed methodology has been tested and validated for a saturated synchronous machine.

AB - This paper presents a novel method based on the Unscented Kalman Filter (UKF) to estimate the saturated parameters of synchronous machines. The proposed methodology uses voltage and current measurements taken from the stator and the field windings to update the parameters of the synchronous machine during steady state operation. The method also utilizes measurements of the power angle in order to relate the measurements (in abc components) with the voltage equations in the qd0 reference frame. The proposed methodology has been tested and validated for a saturated synchronous machine.

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T3 - IEEE Power and Energy Society General Meeting

BT - 2011 IEEE PES General Meeting

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On-line parameter estimation of saturated synchronous machines

Abstract

Publication series

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Keywords

ASJC Scopus subject areas

Access to Document

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