Classification of Transient Phenomena in Distribution System using wavelet Transform

Alireza Sedighi

doi:10.2478/jee-2014-0022

.blurhash-client-img { display: none !important; }

Classification of Transient Phenomena in Distribution System using wavelet Transform

Journal of Electrical Engineering

Volume 65 (2014): Issue 3 (May 2014)

By: Alireza Sedighi

Open Access

|Jun 2014

Abstract

An efficient procedure for classification of transient phenomena in distribution systems is proposed in this paper. The proposed method has been applied to classify some transient phenomena such as inrush current, load switching, capacitor switching and single phase to ground fault. The new scheme is based on wavelet transform algorithm. All of the events for feature extraction and test are simulated using Electro Magnetic Transient Program (EMTP). Results show high accuracy of proposed method.

References

[1] COURY, D. V.-Dos SANTOS, C. J.-TAVARES, M. C. : Transient Analysis Resulting from Shunt Capacitor Switching in an Actual Electrical Distribution System, Proc. 8th International Conference on Harmonics and Quality of Power, Vol. 1, 14-18, Oct 1998, pp. 292-297.
Search in Google Scholar
[2] MAK, S. T. : Propagation of Transient in a Distribution Network, IEEE Transactions on Power Delivery 8 No. 1 (Jan 1993), 337-343.10.1109/61.180354
Search in Google Scholar
[3] TUNGKANAWANICH, A.-KAWASAKI, Z. I.-MATSUURA, K.-KUNO, H. : Experimental Study for Transient Phenomena of Ground Fault on Distribution Lines based on Various Fault Causes, International Conference on Electric Power Engineering, PowerTech Budapest 99, 29 Aug-2 Sep 1999, p. 146.
Search in Google Scholar
[4] LI, H. Y.-BO, Z. Q.-CAUNCE, B.-POTTS, S. : A Fault Transient Comparison Technique for Multi-Ended Distribution Feeders, IEE Seventh International Conference on Developments in Power System Protection, 9-12 April 2001, pp. 153-156.10.1049/cp:20010123
Search in Google Scholar
[5] FITZGERALD, P.-BISHOP, P.-BO, Z. Q.-DENNING, L.-WELLER, G.-O’KEEFE, M. : A New Directional Relay for Distribution Network Protection using Transient Comparison Technique, IEE Seventh International Conference on Developments in Power System Protection, 9-12 April 2001, pp. 193-196.10.1049/cp:20010133
Search in Google Scholar
[6] PERICOLO, P. P.-NIEBUR, D. : Discrimination of Capacitor Transients for Position Identification, IEEE Power Engineering SocietyWinter Meeting, 28 Jan.-1 Feb. 2001, vol. 2, pp. 872-877.
Search in Google Scholar
[7] SHAH, A. M.-BHALJA, B. R. : A New Approach to Digital Protection of Power Transformer using Support Vector Machine, Electrical and Computer Engineering (CCECE), 2011 24th Canadian Conference on, 2011, pp. 11-14, DOI: 10.1109/CCECE.2011.6030399.10.1109/CCECE.2011.6030399
Search in Google Scholar
[8] GREBE, T. E. : Application of Distribution System Capacitor Banks and their Impact on Power Quality, The 39th Annual Rural Electric Power Conference, 30 April-2 May 1995, pp. C3/1-C3/6.
Search in Google Scholar
[9] LI, Q.-CHAN, D. T. W. : Investigation of Transformer Inrush Current using a Dyadic Wavelet, Proc. of the International Conference on Energy Management and Power Delivery, 3-5 March 1998, vol. 2, pp. 426-429.
Search in Google Scholar
[10] LIU, X.-LIU, P.-CHENG, Sh. : A Wavelet Transform based Scheme for Power Transformer Inrush Identification, IEEE Power Engineering Society Winter Meeting, 23-27 Jan 2000, vol. 3, pp. 1862-1867.
Search in Google Scholar
[11] CHUANLI, Zh.-YIZHUANG, H.-XIAOXU, M.-WENZHE, L.-GUOXING, W. : A New Approach to Detect Transformer Inrush Current by Applying Wavelet Transform, Proceedings POWERCON’98 International Conference on Power System Technology, vol. 2, 18-21 Aug 1998, pp. 1040-1044.
Search in Google Scholar
[12] JIAO, Sh.-WANG, Sh.-ZHENG, G. : A New Approach to Identify Inrush Current based on Generalized S-Transform, Electrical Machines and Systems, 2008. ICEMS 2008. International Conference on, 2008, pp. 4317-4322.
Search in Google Scholar
[13] MOKRYANI, G.-HAGHIFAM,M.-R.-LATAFAT, H.-ALIPARAST, P.-ABDOLLAHY, A. : Detection of Inrush Current based on Wavelet Transform and LVQ Neural Network, Transmission and Distribution Conference and Exposition, 2010 IEEE PES, 2010, pp. 1-5, DOI: 10.1109/TDC.2010.5484413.10.1109/TDC.2010.5484413
Search in Google Scholar
[14] SLADE, P. G. : Vacuum Interrupters, the New Technology for Switching and Protecting Distribution Circuits, IEEE Transactions on Industry Applications 33 No. 6 (Nov-Dec 1997), 1501-1511.10.1109/28.649962
Search in Google Scholar
[15] LUBKEMAN, D. L.-FALLON, C. D.-GIRGIS, A. A. : Unsupervised Learning Strategies for the Detection and Classification of Transient Phenomena on Electric Power Distribution Systems, Proc. of the First International Forum on Applications of Neural Networks to Power Systems, 23-26 July 1991, pp. 107-111.
Search in Google Scholar
[16] ROBERTSON, D. C.-CAMPS, O. I.-MAYER, J. S.-GISH, W. B. : Wavelet and Electromagnetic Power System Transient, IEEE Transactions on Power Delivery 11 No. 2 (Apr 1996), 1050-1058.10.1109/61.489367
Search in Google Scholar
[17] SANTOSO, S.-POWERS, E. J.-GRADY, W. M.-HOFMANN, P. : Power Quality Assessment via Wavelet Transform Analysis, IEEE Transactions on Power Delivery 11 No. 2 (Apr 1996), 924-930.10.1109/61.489353
Search in Google Scholar
[18] TONGXIN, Zh.-MAKRAM, E. B.-GIRGIS, A. A. : Power System Transient and Harmonic Studies using Wavelet Transform, IEEE Transactions on Power Delivery 14 No. 4 (Oct 1999), 1461-1468.10.1109/61.796241
Search in Google Scholar
[19] MALLAT, S. : A Wavelet Tour of Signal Processing, Academic Press, 1998.10.1016/B978-012466606-1/50008-8
Search in Google Scholar
[20] GOSWAMI, J. C. : Fundamentals of Wavelets, John Wiley& Sons, 1999.
Search in Google Scholar
[21] Leuven EMTP center, Alternative Transient Program Rule Book, last revision date July 1987.
Search in Google Scholar

Articles in this issue

DOI: https://doi.org/10.2478/jee-2014-0022 | Journal eISSN: 1339-309X | Journal ISSN: 1335-3632

Journal RSS Feed

Language: English

Page range: 144 - 150

Submitted on: Jul 15, 2012

Published on: Jun 17, 2014

Published by: Slovak University of Technology in Bratislava

In partnership with: Paradigm Publishing Services

Publication frequency: 6 issues per year

Keywords:

electric distribution system,

switching transients,

transient analysis,

wavelet transforms

Related subjects:

Engineering,

Introductions and overviews,

Engineering, other

© 2014 Alireza Sedighi, published by Slovak University of Technology in Bratislava
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Volume 65 (2014): Issue 3 (May 2014)