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Cluster Classification of Partial Discharges in Oil-impregnated Paper InsulationSURESH, S. D. R.   , USA, S. |
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Author keywords
PDs, multiple PD sources, oil-impregnated paper insulation, PD classification, cluster analysis
References keywords
partial(11), discharge(9), insulation(7), power(6), transformer(5), pattern(5), recognition(4), fuzzy(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2010-02-27
Volume 10, Issue 1, Year 2010, On page(s): 90 - 93
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2010.01016
Web of Science Accession Number: 000275458900016
SCOPUS ID: 77954667129
Abstract
Recognition of multiple partial discharge (PD) sources in high voltage equipment has been a challenging task until now. The work reported here, aims to recognize multiple PD sources in oil-impregnated paper using Cluster Analysis (CA) and Fuzzy Logic (FL). The typical sources of PD in transformer are identified and the corresponding single source PD defect laboratory models are fabricated. From the measured PD signals, the necessary statistical parameters are extracted by applying CA for classification. A Fuzzy based algorithm has been developed to recognize single source PDs. The developed algorithm has also been applied to recognize multiple PD sources. |
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[1] Influences of Traction Load Shock on Artificial Partial Discharge Faults within Traction Transformer—Experimental Test for Pattern Recognition, Li, Shuaibing, Gao, Guoqiang, Hu, Guangcai, Gao, Bo, Yin, Haojie, Wei, Wenfu, Wu, Guangning, Energies, ISSN 1996-1073, Issue 10, Volume 10, 2017.
Digital Object Identifier: 10.3390/en10101556 [CrossRef]
[2] Comprehensive Evaluation and Application of GIS Insulation Condition Part 1: Selection and Optimization of Insulation Condition Comprehensive Evaluation Index Based on Multi-Source Information Fusion, Tang, Bowen, Tang, Ju, Liu, Yilu, Zeng, Fuping, IEEE Access, ISSN 2169-3536, Issue , 2019.
Digital Object Identifier: 10.1109/ACCESS.2019.2925804 [CrossRef]
[3] Comprehensive Evaluation and Application of GIS Insulation Condition Part 2: Construction and Application of Comprehensive Evaluation Model Considering Universality and Economic Value, Tang, Bowen, Sun, Yuanzhang, Wu, Siying, Gao, Keli, Yan, Xianglian, Zeng, Fuping, IEEE Access, ISSN 2169-3536, Issue , 2019.
Digital Object Identifier: 10.1109/ACCESS.2019.2925802 [CrossRef]
[4] Improving pattern recognition accuracy of partial discharges by new data preprocessing methods, Majidi, Mehrdad, Oskuoee, Mohammad, Electric Power Systems Research, ISSN 0378-7796, Issue , 2015.
Digital Object Identifier: 10.1016/j.epsr.2014.09.014 [CrossRef]
[5] Influences of oil flow speed and temperature on partial discharge properties in transformer oil, Li, Shuaibing, Gao, Bo, Wu, Guangning, 2016 Australasian Universities Power Engineering Conference (AUPEC), ISBN 978-1-5090-1405-7, 2016.
Digital Object Identifier: 10.1109/AUPEC.2016.7749302 [CrossRef]
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
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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.
