| 3/2010 - 3 |
A New Protection Scheme for High Impedance Fault Detection using Wavelet Packet TransformGHAFFARZADEH, N.   , VAHIDI, B. |
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Author keywords
artificial neural network, distribution networks, fault detection, high impedance fault, wavelet packet
References keywords
power(22), high(15), fault(15), impedance(14), detection(14), delivery(12), wavelet(6), distribution(6), system(4), networks(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2010-08-31
Volume 10, Issue 3, Year 2010, On page(s): 17 - 20
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2010.03003
Web of Science Accession Number: 000281805600003
SCOPUS ID: 77956620776
Abstract
This paper proposed a novel technique to effectively discriminate between the HIF and the normal system operation events in distribution by combining a preprocessing module based on wavelet packet transform with an artificial neural network(ANN). Wavelet packet is firstly applied to extract of distinctive feature of current signals. Then this information is introduced to training ANN for identifying an HIF from the normal system operation events. The simulated results clearly show that the proposed technique can accurately identify the HIF in overhead distribution feeder. |
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[1] An improved protection strategy based on PCC-SVM algorithm for identification of high impedance arcing fault in smart microgrids in the presence of distributed generation, Eslami, Mostafa, Jannati, Mohsen, Tabatabaei, S. Sepehr, Measurement, ISSN 0263-2241, Issue , 2021.
Digital Object Identifier: 10.1016/j.measurement.2021.109149 [CrossRef]
[2] High impedance fault protection in transmission lines using a WPT-based algorithm, Mahari, Arash, Seyedi, Heresh, International Journal of Electrical Power & Energy Systems, ISSN 0142-0615, Issue , 2015.
Digital Object Identifier: 10.1016/j.ijepes.2014.12.022 [CrossRef]
[3] Alleviating Border Effects in Wavelet Transforms for Nonlinear Time-varying Signal Analysis, SU, H., LIU, Q., LI, J., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 3, Volume 11, 2011.
Digital Object Identifier: 10.4316/aece.2011.03009 [CrossRef] [Full text]
[4] Software Tool for Real-Time Power Quality Analysis, MIRON, A., CHINDRIS, M. D., CZIKER, A. C., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 4, Volume 13, 2013.
Digital Object Identifier: 10.4316/AECE.2013.04021 [CrossRef] [Full text]
[5] Detection of high impedance faults using current transformers for sensing and identification based on features extracted using wavelet transform, Chen, Jichao, Phung, Toan, Blackburn, Trevor, Ambikairajah, Eliathamby, Zhang, Daming, IET Generation, Transmission & Distribution, ISSN 1751-8687, Issue 12, Volume 10, 2016.
Digital Object Identifier: 10.1049/iet-gtd.2016.0021 [CrossRef]
[6] Evolving neuro-fuzzy network for real-time high impedance fault detection and classification, Silva, Sergio, Costa, Pyramo, Santana, Marcio, Leite, Daniel, Neural Computing and Applications, ISSN 0941-0643, Issue 12, Volume 32, 2020.
Digital Object Identifier: 10.1007/s00521-018-3789-2 [CrossRef]
[7] Fault Detection and Localization in Transmission Lines with a Static Synchronous Series Compensator, REYES-ARCHUNDIA, E., GUARDADO, J. L., MORENO-GOYTIA, E. L., GUTIERREZ-GNECCHI, J. A., MARTINEZ-CARDENAS, F., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 3, Volume 15, 2015.
Digital Object Identifier: 10.4316/AECE.2015.03003 [CrossRef] [Full text]
[8] High impedance fault detection and identification based on pattern recognition of phase displacement computation, Ali, Mohd Syukri, Abu Bakar, Ab Halim, Tan, Chia Kwang, Arof, Hamzah, Mokhlis, Hazlie, IEEJ Transactions on Electrical and Electronic Engineering, ISSN 1931-4973, Issue 4, Volume 13, 2018.
Digital Object Identifier: 10.1002/tee.22600 [CrossRef]
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
