An improved method for high impedance fault detection in medium voltage networks

This paper presents a set of rules for an intelligent algorithm of high impedance fault detection by observing the phase to ground voltage, phase to phase current and harmonics of fault current. Several techniques to detect high impedance faults already exist for example current injection in the neu...

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Main Authors: Ante Marušić, Juraj Havelka, Sonja Ravlić
Format: Article
Language:English
Published: Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek 2017-01-01
Series:Tehnički Vjesnik
Subjects:
Online Access:https://hrcak.srce.hr/file/265158
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spelling doaj-bc2db30ee7be4bfdad09fae5668b29992020-11-25T01:49:20ZengFaculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek Tehnički Vjesnik1330-36511848-63392017-01-01242391396An improved method for high impedance fault detection in medium voltage networksAnte Marušić0Juraj Havelka1Sonja Ravlić2University of Zagreb, Faculty of Electrical Engineering and Computing, Unska 3, 10000 Zagreb, CroatiaUniversity of Zagreb, Faculty of Electrical Engineering and Computing, Unska 3, 10000 Zagreb, CroatiaRavel Ltd., Brajkovićev priklaz 13, 10000 Zagreb, CroatiaThis paper presents a set of rules for an intelligent algorithm of high impedance fault detection by observing the phase to ground voltage, phase to phase current and harmonics of fault current. Several techniques to detect high impedance faults already exist for example current injection in the neutral, superposing voltage signals, harmonic analysis, neural networks. The main disadvantage of all methods is that the normal system activity may cause false tripping of the protection device. Our goal is to give a set of rules for an algorithm that can make a secure decision that a particular feeder event is high impedance fault. The set of rules was carried out from simulation results simulated in MATLAB. The proposed approach was trained and tested with 200 data sets and provides excellent results.https://hrcak.srce.hr/file/265158fault detectionFourier transformhigh impedance faultmedium voltage network
collection DOAJ
language English
format Article
sources DOAJ
author Ante Marušić
Juraj Havelka
Sonja Ravlić
spellingShingle Ante Marušić
Juraj Havelka
Sonja Ravlić
An improved method for high impedance fault detection in medium voltage networks
Tehnički Vjesnik
fault detection
Fourier transform
high impedance fault
medium voltage network
author_facet Ante Marušić
Juraj Havelka
Sonja Ravlić
author_sort Ante Marušić
title An improved method for high impedance fault detection in medium voltage networks
title_short An improved method for high impedance fault detection in medium voltage networks
title_full An improved method for high impedance fault detection in medium voltage networks
title_fullStr An improved method for high impedance fault detection in medium voltage networks
title_full_unstemmed An improved method for high impedance fault detection in medium voltage networks
title_sort improved method for high impedance fault detection in medium voltage networks
publisher Faculty of Mechanical Engineering in Slavonski Brod, Faculty of Electrical Engineering in Osijek, Faculty of Civil Engineering in Osijek
series Tehnički Vjesnik
issn 1330-3651
1848-6339
publishDate 2017-01-01
description This paper presents a set of rules for an intelligent algorithm of high impedance fault detection by observing the phase to ground voltage, phase to phase current and harmonics of fault current. Several techniques to detect high impedance faults already exist for example current injection in the neutral, superposing voltage signals, harmonic analysis, neural networks. The main disadvantage of all methods is that the normal system activity may cause false tripping of the protection device. Our goal is to give a set of rules for an algorithm that can make a secure decision that a particular feeder event is high impedance fault. The set of rules was carried out from simulation results simulated in MATLAB. The proposed approach was trained and tested with 200 data sets and provides excellent results.
topic fault detection
Fourier transform
high impedance fault
medium voltage network
url https://hrcak.srce.hr/file/265158
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