Evaluation of Moving Average Window Technique as Low-pass Filter in Microprocessor-Based Protecting Relays

Authors

  • N. Khodabakhshi-Javinani Electrical Engineering Department, Amirkabir University of Technology, Tehran, Iran
  • H. Askarian Abyaneh Department of Electrical Engineering, Amirkabir University of Technology, Iran
Volume: 7 | Issue: 6 | Pages: 2177-2183 | December 2017 | https://doi.org/10.48084/etasr.1299

Abstract

Over the last decades, with the increase in the use of harmonic source devices, the filtering process has received more attention than ever before. Digital relays operate according to accurate thresholds and precise setting values. In signal flow graphs of relays, the low-pass filter plays a crucial role in pre-filtering and purifying waveforms performance estimating techniques to estimate the expected impedances, currents, voltage etc. The main process is conducted in the CPU through methods such as Man and Morrison, Fourier, Walsh-based techniques, least-square methods etc. To purify waveforms polluted with low-order harmonics, it is necessary to design and embed cutting frequency in a narrow band which would be costly. In this article, a technique is presented which is able to eliminate specified harmonics, noise and DC offset, attenuate whole harmonic order and hand low-pass filtered signals to CPU. The proposed method is evaluated by eight case studies and compared with first and second order low-pass filter.

Keywords:

Low-pass Filter, Power System Protection, Harmonics and noisy waveforms, Moving Average Window (MAW), Central Processing Unit (CPU)

Downloads

Download data is not yet available.

References

W. Rebizant, J. Szafran, A. Wiszniewski, Digital signal processing in power system protection and control, Springer Science & Business Media, 2011 DOI: https://doi.org/10.1007/978-0-85729-802-7

M. H. J. Bollen, I. Y. H. Gu, Signal processing of power quality disturbances, John Wiley & Sons, 2006 DOI: https://doi.org/10.1002/0471931314

S. Upadhyaya, S. Mohanty, C. N. Bhende, “Hybrid Methods for Fast Detection and Characterization of Power Quality Disturbances”, Journal of Control, Automation and Electrical Systems, Vol. 26, No. 5, pp. 556-566, 2015 DOI: https://doi.org/10.1007/s40313-015-0204-4

S. Khokhar, A. A. B. Mohd Zin, A. S. B. Mokhtar, M. Pesaran, “A comprehensive overview on signal processing and artificial intelligence techniques applications in classification of power quality disturbances”, Renewable and Sustainable Energy Reviews, Vol. 51, pp. 1650-1663, 2015 DOI: https://doi.org/10.1016/j.rser.2015.07.068

R. Yacamini, “Power system harmonics. Part 1. Harmonic sources”, Power Engineering Journal, Vol. 8, No. 4, pp. 193-198, 1994 DOI: https://doi.org/10.1049/pe:19940409

J. Arrillaga, N. R. Watson, “Harmonic Sources”, in Power System Harmonics, John Wiley & Sons, pp. 61-142, 2004 DOI: https://doi.org/10.1002/0470871229

M. A. S. Masoum, A. S. Masoum, A. S. Masoum, “Influence of low order harmonic phase angles on tripping time of overcurrent relays”, 40th North American Power Symposium, pp. 1-5, Calgary, Canada, 2008 DOI: https://doi.org/10.1109/NAPS.2008.5307345

V. E. Wagner, J. C. Balda, D. C. Griffith, A. McEachern, T. M. Barnes, D. P. Hartmann, D. J. Phileggi, A. E. Emannuel, W. F. Horton, W. E. Reid, R. J. Ferraro, W.T. Jewell, “Effects of harmonics on equipment”, IEEE Transactions on Power Delivery, Vol. 8, No. 2, pp. 672-680, 1993 DOI: https://doi.org/10.1109/61.216874

IEEE Recommended Practice and Requirements for Harmonic Control in Electric Power Systems, IEEE Std 519-2014 (Revision of IEEE Std 519-1992), pp. 1-29, 2014

I. E. C., Electromagnetic compatibility (EMC), 2014

H. Markiewicz, A. Klajn, Voltage characteristics of electricity supplied by public distribution networks, Copper Development Assosiation, 2004

Power Harmonics, “Power System Harmonics: An Overview”, IEEE Transactions on Power Apparatus and Systems, Vol. PAS-102, No. 8, pp. 2455-2460, 1983 DOI: https://doi.org/10.1109/TPAS.1983.317745

W. F. Horton S. Goldberg, “The Effect of Harmonics on the Operating Points of Electromechanical Relays”, IEEE Power Engineering Review, Vol. PER-5, No. 5, pp. 45-46, 1985 DOI: https://doi.org/10.1109/MPER.1985.5526584

M. Shao, P. Poonpun, W. T. Jewell, “An advanced methodology for under-frequency load shedding relay testing”, Transmission and Distribution Conference and Exposition, pp. 1-4, Chicago, USA, 2008 DOI: https://doi.org/10.1109/TDC.2008.4517171

J. F. Fuller, E. F. Fuchs, D. J. Roesler, “Influence of harmonics on power distribution system protection”, IEEE Transactions on Power Delivery, Vol. 3, No. 2, pp. 549-557, 1988 DOI: https://doi.org/10.1109/61.4292

M. A. S. Masoum, S. M. Islam, K. Tan, N. X. Tung, “Impact of harmonics on tripping time of overcurrent relays”, 2007 Australasian Universities Power Engineering Conference, pp. 1-5, 2007 DOI: https://doi.org/10.1109/AUPEC.2007.4548125

J. Lazaro, J. F. Minambres, M. A. Zorrozua, “Selective estimation of harmonic components in noisy electrical signals for protective relaying purposes”, International Journal of Electrical Power & Energy Systems, Vol. 56, pp. 140-146, 2014 DOI: https://doi.org/10.1016/j.ijepes.2013.11.007

R. W. Erickson, D. Maksimovic, Fundamentals of Power Electronics: Springer, 2001 DOI: https://doi.org/10.1007/b100747

V. Gurevich, Cyber and Electromagnetic Threats in Modern Relay Protection, Crc Press, 2014

J. M. Ho, C. C. Liu, “The effects of harmonics on differential relay for a transformer”, 16th International Conference and Exhibition on Electricity Distribution, Part 1: Contributions. CIRED, Vol. 2, pp. 5, 2001

M. Kezunovic, B. Kasztenny, “Design optimization and performance evaluation of the relaying algorithms, relays and protective systems using advanced testing tools”, 21st IEEE International Conference on Power Industry Computer Applications, pp. 309-314, 1999

P. M. Donohue, S. Islam, “The Effect of Nonsinusoidal Current Waveforms on Electromechanical and Solid-State Overcurrent Relay Operation”, IEEE Transactions on Industry Applications, Vol. 46, No. 6, pp. 2127-2133, 2010 DOI: https://doi.org/10.1109/TIA.2010.2070054

E. F. Fuchs, D. J. Roesler, M. A. S. Masoum, “Are harmonic recommendations according to IEEE and IEC too restrictive?”, IEEE Transactions on Power Delivery, Vol. 19, No. 4, pp. 1775-1786, 2004 DOI: https://doi.org/10.1109/TPWRD.2003.822538

A. T. Johns, S. K. Salman, Digital protection for power systems: IET, 1997

B. J. Mann, I. Morrison, “Digital calculation of impedance for transmission line protection”, IEEE Transactions on Power Apparatus and Systems, Vol. PAS-90, No. 1, pp. 270-279, 1971 DOI: https://doi.org/10.1109/TPAS.1971.292966

G. Rockefeller, “Fault protection with a digital computer”, IEEE Transactions on Power Apparatus and Systems, Vol. PAS-88, No. 4, pp. 438-464, 1969 DOI: https://doi.org/10.1109/TPAS.1969.292466

A. Johns, M. Martin, “Fundamental digital approach to the distance protection of EHV transmission lines”, Proceedings of the Institution of Electrical Engineers, Vol. 125, No. 5, pp. 377-384, 1978 DOI: https://doi.org/10.1049/piee.1978.0093

J. W. Horton, “Use of Walsh functions for high-speed digital relaying”, IEEE PES Summer Meeting, San Francisco, Paper No.A75-582-7, pp.1-9. 1975

A. Ranjbar, B. Cory, “An improved method for the digital protection of high Voltage transmission lines”, IEEE Transactions on Power Apparatus and Systems, , Vol. 94, No. 2, pp. 544-550, 1975 DOI: https://doi.org/10.1109/T-PAS.1975.31882

Q.-H. Wu, Z. Lu, T. Ji, Protective relaying of power systems using mathematical morphology, Springer Science & Business Media, 2009

S. Dambhare, S. A. Soman, M. C. Chandorkar, “Current Differential Protection of Transmission Line Using the Moving Window Averaging Technique”, IEEE Transactions on Power Delivery, Vol. 25, No. 2, pp. 610-620, 2010 DOI: https://doi.org/10.1109/TPWRD.2009.2032324

S. M. Hashemi, M. Tarafdar Hagh, H. Seyedi, “Transmission-Line Protection: A Directional Comparison Scheme Using the Average of Superimposed Components”, IEEE Transactions on Power Delivery, Vol. 28, No. 2, pp. 955-964, 2013 DOI: https://doi.org/10.1109/TPWRD.2012.2226609

A. K. Pradhan, A. Routray, S. R. Mohanty, “A Moving Sum Approach for Fault Detection of Power Systems”, Electric Power Components and Systems, Vol. 34, No. 4, pp. 385-399, 2006 DOI: https://doi.org/10.1080/15325000500341769

Downloads

How to Cite

[1]
Khodabakhshi-Javinani, N. and Askarian Abyaneh, H. 2017. Evaluation of Moving Average Window Technique as Low-pass Filter in Microprocessor-Based Protecting Relays. Engineering, Technology & Applied Science Research. 7, 6 (Dec. 2017), 2177–2183. DOI:https://doi.org/10.48084/etasr.1299.

Metrics

Abstract Views: 747
PDF Downloads: 422 Cover Letter Downloads: 0

Metrics Information

Most read articles by the same author(s)