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Detecting Power Voltage Dips using Tracking Filters - A Comparison against KalmanSTANCIU, I.-R.   , MOLNAR-MATEI, F. |
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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
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. |
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[1] Smart Detection of Voltage Dips Using Voltage Harmonics Footprint, Katic, Vladimir A., Stanisavljevic, Aleksandar M., IEEE Transactions on Industry Applications, ISSN 0093-9994, Issue 5, Volume 54, 2018.
Digital Object Identifier: 10.1109/TIA.2018.2819621 [CrossRef]
[2] A Performance Evaluation of the Alpha-Beta (α-β) Filter Algorithm with Different Learning Models: DBN, DELM, and SVM, Khan, Junaid, Kim, Kyungsup, Applied Sciences, ISSN 2076-3417, Issue 19, Volume 12, 2022.
Digital Object Identifier: 10.3390/app12199429 [CrossRef]
[3] Characteristics of Overvoltage Protection with Cascade Application of Surge Protective Devices in Low-Voltage AC Power Circuits, RADULOVIC, V., MUJOVIC, S., MILJANIC, Z., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 3, Volume 15, 2015.
Digital Object Identifier: 10.4316/AECE.2015.03022 [CrossRef] [Full text]
[4] Analog Frequency Tracking Filter, ISAR, A., ISAR, D., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 2, Volume 13, 2013.
Digital Object Identifier: 10.4316/AECE.2013.02003 [CrossRef] [Full text]
[5] Voltage Dip Detection in Noisy Environments Using Tracking Filters, Molnar-Matei, Florin, Advanced Engineering Forum, ISSN 2234-991X, Issue , 2013.
Digital Object Identifier: 10.4028/www.scientific.net/AEF.8-9.139 [CrossRef]
[6] The Alpha-Beta Family of Filters to Solve the Threshold Problem: A Comparison, Sighencea, Bogdan Ilie, Stanciu, Rareș Ion, Șorândaru, Ciprian, Căleanu, Cătălin Daniel, Mathematics, ISSN 2227-7390, Issue 6, Volume 10, 2022.
Digital Object Identifier: 10.3390/math10060880 [CrossRef]
[7] Voltage dips detection in a system with grid-tie inverter, Stanisavljevic, Aleksandar M., Katic, Vladimir A., Popadic, Bane P., Dumnic, Boris P., Kovacevic, Ilija M., 2016 18th European Conference on Power Electronics and Applications (EPE'16 ECCE Europe), ISBN 978-9-0758-1524-5, 2016.
Digital Object Identifier: 10.1109/EPE.2016.7695622 [CrossRef]
[8] Voltage dips detection in a microgrid with distributed generation for grid-tie inverter protection purposes, Stanisavljevic, Aleksandar M., Katic, Vladimir A., Popadic, Bane P., Dumnic, Boris P., 2017 19th European Conference on Power Electronics and Applications (EPE'17 ECCE Europe), ISBN 978-90-75815-27-6, 2017.
Digital Object Identifier: 10.23919/EPE17ECCEEurope.2017.8099204 [CrossRef]
[9] Analysis of disturbances transmission in microgrids, Miron, Anca, Chindris, Mircea-Dorin, Cziker, Andrei-Cristinel, Sacerdotianu, Dumitru, 2017 International Conference on Optimization of Electrical and Electronic Equipment (OPTIM) & 2017 Intl Aegean Conference on Electrical Machines and Power Electronics (ACEMP), ISBN 978-1-5090-4489-4, 2017.
Digital Object Identifier: 10.1109/OPTIM.2017.7974948 [CrossRef]
[10] Mathematical Function of a Signal Generator for Voltage Dips Analysis, Molnar-Matei, F., Iovan, M., Maris, S., 2013 UKSim 15th International Conference on Computer Modelling and Simulation, ISBN 978-1-4673-6421-8, 2013.
Digital Object Identifier: 10.1109/UKSim.2013.33 [CrossRef]
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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.
