APPLICATION OF WAVELET TRANSFORM FOR PHASE-TO-GROUND FAULT PROTECTION IN MEDIUM VOLTAGE ELECTRICAL NETWORKS
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Keywords

electrical network
current, voltage
zero phase sequence
wavelet transform
reactive power
protection against phase-to-ground faults електрична мережа
струм, напруга
нульова послідовність
вейвлет-перетворення
реактивна потужність
захист від замикань фази на землю

How to Cite

[1]
Syvokobylenko, V. and Lysenko, V. 2021. APPLICATION OF WAVELET TRANSFORM FOR PHASE-TO-GROUND FAULT PROTECTION IN MEDIUM VOLTAGE ELECTRICAL NETWORKS. Tekhnichna Elektrodynamika. 4 (Jun. 2021), 055. DOI:https://doi.org/10.15407/techned2021.04.055.

Abstract

For electrical networks with voltage of 6-35 kV with a compensated, isolated or resistor-grounded neutral, a phase-to-ground protection has been developed, in which, based on the results of the time-frequency wavelet transform of zero-sequence currents, voltages and their derivatives, using the obtained analytical expression, the total reactive power wavelet for different frequencies is determined. It is shown that at the initial moment of a phase-to-ground fault on the damaged feeder the power is always positive, and on the undamaged feeder it is negative, regardless of the operating mode of the neutral. Wavelet transform coefficients are found by convolution of discrete values of measured signals with sine-cosine signals of the Morlet mother function. The time-reversed sequence of these signals is obtained using a matrix for which the rules for its formation are stated. An excess of the zero phase sequence voltage amplitude of the set value is used as a starting protection element. With the help of a mathematical model of the network, studies of the behavior of protection in case of blind and arc phase-to-ground faults at various degrees of compensation of capacitive currents, at various voltage values at the moment of the short circuit have been carried out. In all modes, a reliable protection operation is obtained, the sensitivity of which is an order of magnitude higher than the protection based on Fourier transforms. Positive results of testing a protection sample implemented on a microprocessor-based element base at a laboratory stand are obtained. References 20, figures 7, tables 2.

https://doi.org/10.15407/techned2021.04.055
ARTICLE_6 PDF

References

Vaibhav S. Yendole, Kiran A. Dongre. Power System Fault Analysis Using Signal Processing Technique – A Review. International Journal of Innovative Research in Electrical, Electronics, Instrumentation and Control Engineering. 2018. Vol. 6. Issue 5. Pp. 64-67. DOI: https://doi.org/10.17148/IJIREEICE.2018.6514

Jabr H.M., Megahed A.I. A Wavelet-FIRANN Technique for High-Impedance Arcing Faults Detection in Distribution Systems. International Conference on Power Systems Transients (IPST’05). Montreal, Canada, June 19-23, 2005. Paper No. IPST05 – 035.

Yong Guo, Kezunovic M., Deshu Chen. Simplified algorithms for removal of the effect of exponentially decaying DC-offset on the Fourier algorithm. IEEE Transactions on Power Delivery. 2003. Vol. 18. No 3. Pp. 711-717. DOI: https://doi.org/10.1109/TPWRD.2003.813894.

Debadatta Amaresh Gadanayak, Ranjan Kumar Mallick. Interharmonics based high impedance fault detection in distribution systems using maximum overlap wavelet packet transform and a modified empirical mode decomposition. International Journal of Electrical Power & Energy Systems, 2019. Vol. 112. Pp 282-293. DOI: https://doi.org/10.1016/j.ijepes.2019.04.050.

Farughian A.; Kumpulainen L.; Kauhaniemi K. Non-Directional Earth Fault Passage Indication in Isolated Neutral Distribution Networks. Energies. 2020. Vol. 13 (18). Pp. 1-10. DOI: https://doi.org/10.3390/en13184732

Gomes D.P.S., Ozansoy C., Ulhaq A. Vegetation High-Impedance Faults’ High-Frequency Signatures via Sparse Coding. IEEE Transactions on Instrumentation and Measurement. 2020. Vol. 69. No 7. Pp. 5233-5242. DOI: https://doi.org/10.1109/TIM.2019.2950822.

Syvokobylenko V.F., Lysenko V.A. Earth fault protection for compensated electric networks based on frequency filters. Naukovyi Visnyk Natsionalnoho Hirnychoho Universytetu. 2020. No 1. Pp. 69-74. DOI: https://doi.org/10.33271/nvngu/2020-1/069.

Das D., Singh N.K., Sinha A.K. A comparison of Fourier transform and wavelet transform methods for detection and classification of faults on transmission lines. IEEE Power India Conference. New Delhi, 2006. P. 7. DOI: https://doi.org/10.1109/POWERI.2006.1632580.

Syvokobylenko V.F., Lysenko V.A. Earth Fault Protection Improvement on Distribution Networks. Tekhnichna elektrodynamika. 2020. No 5. Pp. 54-61. DOI: https://doi.org/10.15407/techned2020.05.054. (Ukr).

Ahmed R. Adly, Ragab A. El Sehiemy, Almoataz Y. Abdelaziz, N. M. A. Ayad. An Automated Fault Identification Scheme for Transmission Networks. Proc. Recent Trends in energy system Conference. Cairo, Egypt, 3 October 2015. Pp. 289-303.

Chaari O., Meunier M., Brouaye F. Wavelets: a new tool for the resonant grounded power distribution systems relaying. IEEE Transactions on Power Delivery. 1996. Vol. 11. No 3. Pp. 1301-1308. DOI: https://doi.org/10.1109/61.517484.

Wilkinson W.A., Cox M.D. Discrete wavelet analysis of power system transients. IEEE Transactions on Power Systems. 1996. Vol. 11. No 4. Pp. 2038-2044. DOI: https://doi.org/10.1109/59.544682.

Jurado F, Valverde M. Applications of Signal Processing Tools in a Power Systems Course. The International Journal of Electrical Engineering & Education. 2004. Vol. 41(1). Pp. 28-42. DOI: https://doi.org/10.7227/IJEEE.41.1.3

Galli A.W., Heydt G.T., Ribeiro P.F. Exploring the power of wavelet analysis. IEEE Computer Applications in Power. 1996. Vol. 9. No 4. Pp. 37-41. DOI: https://doi.org/10.1109/67.539845.

Lysenko V.A. Model of zero sequence noise in small current grounding system. Technichna Elektrodynamika. 2012. No 2. Pp. 44–45.

Driesen J., Van Craenenbroeck T., Reekmans R., Van Dommelen D. Analysing time-varying power system harmonics using wavelet transform. Quality Measurement: The Indispensable Bridge between Theory and Reality (No Measurements? No Science!) IEEE Instrumentation and Measurement Technology Conference and IMEKO Tec. Brussels, Belgium, 1996. Vol. 1. Pp. 474-479. DOI: https://doi.org/10.1109/IMTC.1996.507428.

Ahmed R. Adly, Alaa M. Abdel-hamed, Said A. Kotb, Magdy M. Zaki. Fault Detection for Multi-terminal Transmission Line with Nuclear Power Plant Based on Wavelet Transform. Arab Journal of Nuclear Sciences and Applications. 2019. Vol. 52(3). Pp. 144-152. DOI: https://doi.org/10.21608/ajnsa.2019.6832.1162.

Borghetti A., Bosetti M., Di Silvestro M., Nucci C.A., Paolone M. Continuous-Wavelet Transform for Fault Location in Distribution Power Networks: Definition of Mother Wavelets Inferred From Fault Originated Transients. IEEE Transactions on Power Systems. 2008. Vol. 23. No 2. Pp. 380-388. DOI: https://doi.org/10.1109/TPWRS.2008.919249.

Syvokobylenko V.F., Lysenko V.A. Microprocessor selective protection from the phase to the earth fault in electric networks with petersen coil in neutral. Tekhnichna Elektrodynamika. 2019. No 2. Pp. 54-62. DOI: https://doi.org/10.15407/techned2019.02.054.

Gilbert Strang, Truong Nguyen. Wavelets and filter banks. Wellesley-Cambridge Press, 1996. 541 p.

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