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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. |
| References | | | Cited By «-- Click to see who has cited this paper |
| [1] L. E. Lundgaard, W. Hansen, D. Linhjell, T. J. Painter, "Aging of oil-impregnated paper in power transformers", IEEE Transactions on Power Delivery, Vol. 19, pp. 230-239, 2004 [CrossRef] [Web of Science Times Cited 495] [2] F. H. Kreuger et. al., "Classification of Partial Discharges", IEEE Transactions on Electrical Insulation, Vol. 28, No. 6, pp. 917-931, December 1993 [CrossRef] [Web of Science Times Cited 210] [3] A. Krivda and D. Birtwhistle, "Recognition of Multiple Partial Discharge Patterns", High Voltage Engineering Symposium, 22-27 August 1999 Conference Publication No. 467, IEE, 1999 [4] D. Suresh, "Feature Extraction for Multi Source Partial Discharge Pattern Recognition", IEEE Indicon 2005 Conference, Chennai, India, 1-13 Dec. 2005 [5] A. Cavallini, G. C. Montanari, and F. Puletti, "Partial Discharge Analysis and Asset Management: Experiences on Monitoring of Power Apparatus", IEEE PES Transmission and Distribution Conference and Exposition, Latin America, Venezuela, 2006 [CrossRef] [6] T. K. Abdel-Galil, R. M. Sharkawy, M. M. A. Salama and R. Bartinikas, "Partial Discharge Pattern Classification Using the Fuzzy Decision Tree Approach", IEEE Transactions on Instrumentation and Measurement, Vol. 54, No. 6, pp. 2258-2263, December 2005 [CrossRef] [Web of Science Times Cited 55] [7] S. M. Strachan, S. Rudd, S. D. J. McArthur and M. D. Judd, "Knowledge-Based Diagnosis of Partial Discharges in Power Transformers", IEEE Transactions on Dielectrics and Electrical Insulation, Vol. 15, No. 1, February 2008 [CrossRef] [Web of Science Times Cited 73] [8] Tadeja Babnik, Raj K. Aggarwal and Philip J. Moore, "Principal Component and Hierarchical Cluster Analyses as Applied to Transformer Partial Discharge Data With Particular Reference to Transformer Condition Monitoring", IEEE Transactions on Power Delivery, 2008 [CrossRef] [Web of Science Times Cited 29] [9] C. R. Li, Wei Wang, Z. G. Tang, Y. S. Ding "PD Pattern Recognition in Transformer by Using UHF Technology", Conference Record of the 2004 IEEE International Symposium on Electrical Insulation, Indianapolis, IN USA, 19-22, September 2004 [CrossRef] [Web of Science Times Cited 2] [10] Jiang Lei, Jin Xianhe, "Partial Discharge Pattern Recognition of Insulation Models of Power Transformer", Proceedings of the 6th International Conference on Properties and Applications of Dielectric Materials, Xi'an Jiaotong University, China, June 21-26, 2000 [11] Feliciano Massingue, Sander Meijer, Pantelis D. Agoris, Johan J. Smit and Jose Lopez-Roldan, "Partial Discharge Pattern Analysis of Modeled Insulation Defects in Transformer Insulation", Conference Record of the IEEE International Symposium on Electrical Insulation, 2006 [CrossRef] [Web of Science Times Cited 4] [12] F. H. Kreuger, "Partial Discharge Detection in High-Voltage Equipment", Butterworth & Co, 1989 [PermaLink] [13] IEC 60270, Partial Discharge Measurements, 3rd edition, March 2001 [14] J. R. Quinlan, "C4.5 Programs for Machine Learning", Morgan Kaufmann, 1993 [PermaLink] [15] L. O. Hall and P. Lande, "Generating fuzzy rules from data", Proc. 5th IEEE Int. Conf. Fuzzy Systems, vol. 3, pp. 1757-1762, Sep. 8-11, 1996 [CrossRef] Web of Science® Citations for all references: 868 TCR SCOPUS® Citations for all references: 0 Web of Science® Average Citations per reference: 58 ACR SCOPUS® Average Citations per reference: 0 TCR = Total Citations for References / ACR = Average Citations per Reference We introduced in 2010 - for the first time in scientific publishing, the term "References Weight", as a quantitative indication of the quality ... Read more Citations for references updated on 2024-04-21 07:19 in 53 seconds. Note1: Web of Science® is a registered trademark of Clarivate Analytics. Note2: SCOPUS® is a registered trademark of Elsevier B.V. Disclaimer: All queries to the respective databases were made by using the DOI record of every reference (where available). Due to technical problems beyond our control, the information is not always accurate. Please use the CrossRef link to visit the respective publisher site. |
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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.
