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Reseach Article

An application of the Daubechies Orthogonal Wavelets in Power system Engineering

Published on February 2014 by S. C. Shiralashetti
National Conference on Recent Advances in Information Technology
Foundation of Computer Science USA
NCRAIT - Number 3
February 2014
Authors: S. C. Shiralashetti
8415f2df-8cc4-4f6a-b214-3be609b209d5

S. C. Shiralashetti . An application of the Daubechies Orthogonal Wavelets in Power system Engineering. National Conference on Recent Advances in Information Technology. NCRAIT, 3 (February 2014), 7-12.

@article{
author = { S. C. Shiralashetti },
title = { An application of the Daubechies Orthogonal Wavelets in Power system Engineering },
journal = { National Conference on Recent Advances in Information Technology },
issue_date = { February 2014 },
volume = { NCRAIT },
number = { 3 },
month = { February },
year = { 2014 },
issn = 0975-8887,
pages = { 7-12 },
numpages = 6,
url = { /proceedings/ncrait/number3/15153-1420/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Conference on Recent Advances in Information Technology
%A S. C. Shiralashetti
%T An application of the Daubechies Orthogonal Wavelets in Power system Engineering
%J National Conference on Recent Advances in Information Technology
%@ 0975-8887
%V NCRAIT
%N 3
%P 7-12
%D 2014
%I International Journal of Computer Applications
Abstract

Modern spectral and harmonic analysis is based on Fourier transforms. However, these techniques are less efficient in tracking the signal dynamics for transient disturbances in power system engineering. Consequently, the wavelet transform has been introduced as an adaptable technique for non-stationary signal analysis. Although the application of wavelets in the area of power system engineering is still relatively new, it is evolving very rapidly. In this paper Daubechies Orthogonal Wavelets based method for detection of faults in an ungrounded integrated power system Engineering (IPSE) of Navy ships is proposed. However the "Virtual ground" exists between the modules of IPS and ship hull, because of insulation capacitance of the cable and the EMI filters between the modules of the IPS. The fault current is very low for a single line to ground fault in this ungrounded system allowing continuous operation but also making fault detection difficult. The proposed method uses Daubechies Orthogonal Wavelets for detection of ground fault in ungrounded power system. The ground fault conditions are simulated using MATLAB-SIMULINK and fault detection implemented with Daubechies Orthogonal Wavelets. It is shown that transient ground faults can be detected by wavelet analysis of the line to line voltages when ship load is balanced and unbalanced. Verification of the proposed method has been done by simulating fault between a line and ship hull and analyzing the results.

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Index Terms

Computer Science
Information Sciences

Keywords

Daubechies Orthogonal Wavelets Wavelet Transform Fault Detection Ungrounded Power System Balanced Load And Unbalanced Load.