Statistical evaluation of a new technique for Sweep Frequency Response Analysis

Esam Al Murawwi; Braham Barkat; Redy Mardiana

doi:10.1109/PECon.2012.6450314

Statistical evaluation of a new technique for Sweep Frequency Response Analysis

Esam Al Murawwi, Braham Barkat, Redy Mardiana

Electrical Engineering

TRANSCO

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

3 Scopus citations

Abstract

This paper presents a statistical evaluation of a new technique for Sweep Frequency Response Analysis (SFRA). The new technique is based on the time-frequency distribution (TFD). Unlike the Fourier transform based (SFRA) which is a 1-dimensional representation, a TFD is a 2-dimensional representation where both time and frequency are present in one plot. Moreover, a 2-dimensional cross-correlation coefficient (CRC) was used for the proposed technique instead of 1-dimentional CRC which is used for the existing SFRA method. To assess the strength of the proposed technique, Monte-Carlo simulations are used and the average 1-dimentional and 2-dimentional cross correlation coefficients are measured for both SFRA and TFD, respectively.

Original language	British English
Title of host publication	PECon 2012 - 2012 IEEE International Conference on Power and Energy
Pages	741-744
Number of pages	4
DOIs	https://doi.org/10.1109/PECon.2012.6450314
State	Published - 2012
Event	2012 IEEE International Conference on Power and Energy, PECon 2012 - Kota Kinabalu, Malaysia Duration: 2 Dec 2012 → 5 Dec 2012

Publication series

Name	PECon 2012 - 2012 IEEE International Conference on Power and Energy

Conference

Conference	2012 IEEE International Conference on Power and Energy, PECon 2012
Country/Territory	Malaysia
City	Kota Kinabalu
Period	2/12/12 → 5/12/12

Keywords

Cross-Correlation Coefficient
Fourier Transform
Monte-Carlo Simulation
Power Transformers
Sweep Frequency Response Analysis
Time-Frequency Analysis

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10.1109/PECon.2012.6450314

Cite this

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title = "Statistical evaluation of a new technique for Sweep Frequency Response Analysis",

abstract = "This paper presents a statistical evaluation of a new technique for Sweep Frequency Response Analysis (SFRA). The new technique is based on the time-frequency distribution (TFD). Unlike the Fourier transform based (SFRA) which is a 1-dimensional representation, a TFD is a 2-dimensional representation where both time and frequency are present in one plot. Moreover, a 2-dimensional cross-correlation coefficient (CRC) was used for the proposed technique instead of 1-dimentional CRC which is used for the existing SFRA method. To assess the strength of the proposed technique, Monte-Carlo simulations are used and the average 1-dimentional and 2-dimentional cross correlation coefficients are measured for both SFRA and TFD, respectively.",

keywords = "Cross-Correlation Coefficient, Fourier Transform, Monte-Carlo Simulation, Power Transformers, Sweep Frequency Response Analysis, Time-Frequency Analysis",

author = "{Al Murawwi}, Esam and Braham Barkat and Redy Mardiana",

year = "2012",

doi = "10.1109/PECon.2012.6450314",

language = "British English",

isbn = "9781467350198",

series = "PECon 2012 - 2012 IEEE International Conference on Power and Energy",

pages = "741--744",

booktitle = "PECon 2012 - 2012 IEEE International Conference on Power and Energy",

note = "2012 IEEE International Conference on Power and Energy, PECon 2012 ; Conference date: 02-12-2012 Through 05-12-2012",

}

Al Murawwi, E, Barkat, B & Mardiana, R 2012, Statistical evaluation of a new technique for Sweep Frequency Response Analysis. in PECon 2012 - 2012 IEEE International Conference on Power and Energy., 6450314, PECon 2012 - 2012 IEEE International Conference on Power and Energy, pp. 741-744, 2012 IEEE International Conference on Power and Energy, PECon 2012, Kota Kinabalu, Malaysia, 2/12/12. https://doi.org/10.1109/PECon.2012.6450314

Statistical evaluation of a new technique for Sweep Frequency Response Analysis. / Al Murawwi, Esam; Barkat, Braham; Mardiana, Redy.
PECon 2012 - 2012 IEEE International Conference on Power and Energy. 2012. p. 741-744 6450314 (PECon 2012 - 2012 IEEE International Conference on Power and Energy).

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

TY - GEN

T1 - Statistical evaluation of a new technique for Sweep Frequency Response Analysis

AU - Al Murawwi, Esam

AU - Barkat, Braham

AU - Mardiana, Redy

PY - 2012

Y1 - 2012

N2 - This paper presents a statistical evaluation of a new technique for Sweep Frequency Response Analysis (SFRA). The new technique is based on the time-frequency distribution (TFD). Unlike the Fourier transform based (SFRA) which is a 1-dimensional representation, a TFD is a 2-dimensional representation where both time and frequency are present in one plot. Moreover, a 2-dimensional cross-correlation coefficient (CRC) was used for the proposed technique instead of 1-dimentional CRC which is used for the existing SFRA method. To assess the strength of the proposed technique, Monte-Carlo simulations are used and the average 1-dimentional and 2-dimentional cross correlation coefficients are measured for both SFRA and TFD, respectively.

AB - This paper presents a statistical evaluation of a new technique for Sweep Frequency Response Analysis (SFRA). The new technique is based on the time-frequency distribution (TFD). Unlike the Fourier transform based (SFRA) which is a 1-dimensional representation, a TFD is a 2-dimensional representation where both time and frequency are present in one plot. Moreover, a 2-dimensional cross-correlation coefficient (CRC) was used for the proposed technique instead of 1-dimentional CRC which is used for the existing SFRA method. To assess the strength of the proposed technique, Monte-Carlo simulations are used and the average 1-dimentional and 2-dimentional cross correlation coefficients are measured for both SFRA and TFD, respectively.

KW - Cross-Correlation Coefficient

KW - Fourier Transform

KW - Monte-Carlo Simulation

KW - Power Transformers

KW - Sweep Frequency Response Analysis

KW - Time-Frequency Analysis

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U2 - 10.1109/PECon.2012.6450314

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M3 - Conference contribution

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SN - 9781467350198

T3 - PECon 2012 - 2012 IEEE International Conference on Power and Energy

SP - 741

EP - 744

BT - PECon 2012 - 2012 IEEE International Conference on Power and Energy

T2 - 2012 IEEE International Conference on Power and Energy, PECon 2012

Y2 - 2 December 2012 through 5 December 2012

ER -

Statistical evaluation of a new technique for Sweep Frequency Response Analysis

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