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Stefan cel Mare
University of Suceava
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ROMANIA

Print ISSN: 1582-7445
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WorldCat: 643243560
doi: 10.4316/AECE


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  4/2012 - 12

 HIGH-IMPACT PAPER 

Detecting Power Voltage Dips using Tracking Filters - A Comparison against Kalman

STANCIU, I.-R. See more information about STANCIU, I.-R. on SCOPUS See more information about STANCIU, I.-R. on IEEExplore See more information about STANCIU, I.-R. on Web of Science, MOLNAR-MATEI, F. See more information about MOLNAR-MATEI, F. on SCOPUS See more information about MOLNAR-MATEI, F. on SCOPUS See more information about MOLNAR-MATEI, F. on Web of Science
 
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Download PDF pdficon (812 KB) | Citation | Downloads: 780 | Views: 4,032

Author keywords
power quality, voltage dips, digital signal processing, tracking filters, kalman filters

References keywords
power(21), voltage(10), measurement(10), quality(9), kalman(8), system(7), instrumentation(6), analysis(6), filter(5), systems(4)
Blue keywords are present in both the references section and the paper title.

About this article
Date of Publication: 2012-11-30
Volume 12, Issue 4, Year 2012, On page(s): 77 - 82
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2012.04012
Web of Science Accession Number: 000312128400012
SCOPUS ID: 84872821331

Abstract
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Full text preview
Due of its significant economical impact, Power-Quality (PQ) analysis is an important domain today. Severe voltage distortions affect the consumers and disturb their activity. They may be caused by short circuits (in this case the voltage drops significantly) or by varying loads (with a smaller drop). These two types are the PQ currently issues. Monitoring these phenomena (called dips or sags) require powerful techniques. Digital Signal Processing (DSP) algorithms are currently employed to fulfill this task. Discrete Wavelet Transforms, (and variants), Kalman filters, and S-Transform are currently proposed by researchers to detect voltage dips. This paper introduces and examines a new tool to detect voltage dips: the so-called tracking filters. Discovered and tested during the cold war, they can estimate a parameter of interest one-step-ahead based on the previously observed values. Two filters are implemented. Their performance is assessed by comparison against the Kalman filters results.


References | Cited By  «-- Click to see who has cited this paper

[1] M. H. J. Bollen, Understanding Power Quality Problems. Voltage Sags and Interruptions. NY: IEEE Press, New York, 2000.

[2] D. Gallo, C. Landi, M. Luiso, "Accuracy Analysis of Algorithms Adopted in Voltage Dip Measurements", IEEE Trans. on Instrumentation and Measurement, Vol. 59, No. 10, pp. 2652-2659, Oct. 2010.
[CrossRef] [Web of Science Times Cited 66] [SCOPUS Times Cited 51]


[3] J. Barros, E. Perez, "Automatic Detection and Analysis of Voltage Events in power Systems", IEEE Transactions on Instrumentation and Measurement, Vol. 55, No. 5, pp. 1487-1493, Sept. 2006.
[CrossRef] [Web of Science Times Cited 60] [SCOPUS Times Cited 70]


[4] EN 50160:2007, Voltage Characteristics of Electricity Supplied by Public Distribution Networks

[5] Electromagnetic Compatibility (EMC) Part 4-30: Testing and Measurement Techniques—Power Quality Measurement Methods, IEC 61000-4-30, 2003.

[6] M. Didden, E. De Jaeger, W. D'Haeseleer, R. Belmans, "How to connect a voltage sag-measuring device: Phase to phase or phase to neutral?", IEEE Trans. on Power Delivery, vol. 20, no. 2, pp. 1174-1181, Apr. 2005.
[CrossRef] [Web of Science Times Cited 13] [SCOPUS Times Cited 13]


[7] R. C. Leborgne, G. Olguin, M. H. J. Bollen, "The Influence of PQ-Monitor Connection on Voltage Dip Measurements", Proceedings of IEE MedPower Conference, Nov. 2004, Cyprus.

[8] P. K. Dash, R. K. Jena, G. Panda, A. Routray, "An Extended Complex Kalman Filter for Frequency Measurement of Distorted Signals", IEEE Trans. on Instrumentation and Measurement, Vol. 49, No. 4, pp. 746-753, Aug. 2000.
[CrossRef] [Web of Science Times Cited 110] [SCOPUS Times Cited 158]


[9] P. K. Dash, M. V. Chilukuri, "Hybrid S-Transform and Kalman Filtering Approach for Detection and Measurement of Short Duration Disturbances in Power Networks", IEEE Trans. on Instrumentation and Measurement, Vol. 53, No. 2, pp. 588-596, Apr. 2004.
[CrossRef] [Web of Science Times Cited 83] [SCOPUS Times Cited 107]


[10] I. Y. Gu, E. Styvaktakis, "Bridge the gap: Signal processing for power quality applications", Electric Power System Research, vol. 66, no. 1, pp. 83-96, Jul. 2003.
[CrossRef] [Web of Science Times Cited 52] [SCOPUS Times Cited 67]


[11] E. Perez, J. Barros, "An extended Kalman filtering approach for detection and analysis of voltage dips in power systems", Electric Power Systems Research, vol. 78, pp. 618-625, Apr. 2008.
[CrossRef] [Web of Science Times Cited 25] [SCOPUS Times Cited 36]


[12] E. Perez, J. Barros, "Application of advanced digital signal processing tools for analysis of voltage events in power systems", International Journal of Electrical Engineering Education, Vol. 46, No. 3, pp. 211-224, Jul. 2009.

[13] E. Styvaktalcis, I. Y. Gu, M. H. J. Bollen, "Voltage Dip Detection and Power System Transients", Power Engineering Society Summer Meeting, Vancouver, Canada, 15-19 Jul. 2001, pp. 683-688.
[CrossRef]


[14] A. A. Abdelsalam, A. A. Eldesouky, A. A. Sallam, "Characterization of power quality disturbances using hybrid technique of linear Kalman filter and fuzzy-expert system", Electric Power System Research, vol. 83, pp. 41-50, Feb. 2011.
[CrossRef] [Web of Science Times Cited 59] [SCOPUS Times Cited 77]


[15] J. B. V. Reddy, P. K. Dash, R. Samantaray, A.K. Moharana, "Fast Tracking of Power Quality Disturbance Signals Using an Optimized Unscented Filter", IEEE Transactions on Instrumentation and Measurement, Vol. 58, No. 12, pp. 3943-3952, Dec. 2009.
[CrossRef] [Web of Science Times Cited 47] [SCOPUS Times Cited 64]


[16] S. Santoso, E. J. Powers W. M. Grady, P. Hofman, "Power quality assessment via wavelets transform analysis," IEEE Trans. on Power Delivery, Vol. 11, No. 2, pp. 924-930, Apr. 1996.
[CrossRef] [Web of Science Times Cited 550] [SCOPUS Times Cited 797]


[17] G. Guerrieri, A. Moschitta, P. Carbone, C. Muscas, "Statistical Properties of Voltage Dip Detectors", IEEE Trans. on Instrumentation and Measurement, Vol. 59, No. 11, pp. 2800-2807, Jul. 2010.
[CrossRef] [Web of Science Times Cited 1] [SCOPUS Times Cited 3]


[18] R. A. Flores, "State of the art in the classification of power quality events, an overview" , in Proc. 10th International Conference Harmonics Quality of Power, vol. 1, pp. 17-20, 2002.
[CrossRef] [SCOPUS Times Cited 44]


[19] W. R. A. Ibrahim, M. M. Morcos, "Artificial intelligence and advanced mathematical tools for power quality applications: A survey", IEEE Trans. on Power Delivery, vol. 17, no. 2, pp. 668-673, Apr. 2002.
[CrossRef] [SCOPUS Times Cited 204]


[20] J. Sklansky, Optimizing the dynamic parameter of a track-while-scan system, RCA Laboratories, Princeton, NJ, June 1957.

[21] P. R. Kalata, K. M. Murphy, "?-ß target tracking with track rate variations", in Proceedings of 29th Southeastern Symposium on System Theory, 1997, pp. 70-74.
[CrossRef] [Web of Science Times Cited 13]


[22] D. Tenne, T. Singh, "Optimal design of ?-ß-(?) filters", in Proceedings of American Control Conference, Chicago, Illinois, 2000, vol. 6, pp. 4348-4352.
[CrossRef] [SCOPUS Times Cited 29]


[23] P. I. Corke, M. C. Good, "Dynamic effects in high-performance visual servoing", in International Conference on Robotics and Automation, Nice, France, 1992, pp. 1838-1843.
[CrossRef] [Web of Science Times Cited 24]


[24] R. Stanciu, P. Y. Oh, "Human-in-the-loop Camera Control for a Mechatronic Broadcast Boom", IEEE/ASME Transactions on Mechatronics, Vol. 12, Issue 1, pp. 41 - 52, Feb. 2007.
[CrossRef] [Web of Science Times Cited 11] [SCOPUS Times Cited 11]


[25] C. L. Phillips, H. T. Nagle, Digital Control System Analysis and Design, Third Edition, Prentice Hall, 1995.

[26] R. E. Kalman, "A New Approach to Linear Filtering and Prediction Problems", Transaction of the ASME - Journal of Basic Engineering, pp. 35-45, 1960.

[27] L. Matthies, T. Kanade, "Kalman Filter-based Algorithms for Estimating Depth from Image Sequences", International Journal of Computer Vision, vol. 3, pp. 209-236, Sep. 1989.
[CrossRef] [Web of Science Times Cited 343] [SCOPUS Times Cited 465]


[28] H. Mohamed, K. P. Schwarz, "Adaptive Kalman Filtering for INS/GPS", Journal of Geodesy, vol. 73, no. 4, pp. 193-203, 1999.
[CrossRef] [Web of Science Times Cited 653] [SCOPUS Times Cited 836]


[29] G. Welch, G. Bishop, An Introduction to the Kalman Filter, SIGGRAPH Chapel Hill, 2000.



References Weight

Web of Science® Citations for all references: 2,110 TCR
SCOPUS® Citations for all references: 3,032 TCR

Web of Science® Average Citations per reference: 70 ACR
SCOPUS® Average Citations per reference: 101 ACR

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 2022-11-21 08:53 in 238 seconds.




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