Topology and parameter estimation in power systems through inverter-based broadband stimulations

An increasing number of inverter-based power generators have been connected to the distribution network in recent years. This phenomenon coupled with the adoption of open energy markets has significantly complicated the power-flows on the power networks, requiring advanced and intelligent parameter...

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محفوظ في:
التفاصيل البيبلوغرافية
المؤلف الرئيسي: Margossian, Harag (author)
مؤلفون آخرون: Neshvad, Surena (author), Sachau, Jurgen (author)
التنسيق: article
منشور في: 2015
الوصول للمادة أونلاين:http://hdl.handle.net/10725/6882
http://dx.doi.org/10.1049/iet-gtd.2015.1163
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
http://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2015.1163
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author Margossian, Harag
author2 Neshvad, Surena
Sachau, Jurgen
author2_role author
author
author_facet Margossian, Harag
Neshvad, Surena
Sachau, Jurgen
author_role author
dc.creator.none.fl_str_mv Margossian, Harag
Neshvad, Surena
Sachau, Jurgen
dc.date.none.fl_str_mv 2015
2018-01-08T14:09:27Z
2018-01-08T14:09:27Z
2018-01-08
dc.identifier.none.fl_str_mv 1751-8695
http://hdl.handle.net/10725/6882
http://dx.doi.org/10.1049/iet-gtd.2015.1163
Neshvad, S., Margossian, H., & Sachau, J. (2016). Topology and parameter estimation in power systems through inverter-based broadband stimulations. IET Generation, Transmission & Distribution, 10(7), 1710-1719.
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
http://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2015.1163
dc.language.none.fl_str_mv en
dc.relation.none.fl_str_mv IET Generation, Transmission & Distribution
dc.rights.*.fl_str_mv info:eu-repo/semantics/openAccess
dc.title.none.fl_str_mv Topology and parameter estimation in power systems through inverter-based broadband stimulations
dc.type.none.fl_str_mv Article
info:eu-repo/semantics/publishedVersion
info:eu-repo/semantics/article
description An increasing number of inverter-based power generators have been connected to the distribution network in recent years. This phenomenon coupled with the adoption of open energy markets has significantly complicated the power-flows on the power networks, requiring advanced and intelligent parameter knowledge to optimise the efficiency, quality and reliability of the system. This study describes a method for identifying parameters associated with the power system model. In particular, the proposed algorithm in this study addresses the line parameter and topology identification task in the scope of state estimation. The goal is to reduce the a priori knowledge for state estimation, and to obtain online information on the power system network. The proposed parameter estimation method relies on injected stimulations in the network. Broadband stimulation signals are injected from distributed generators and their effects are measured at various locations in the grid. To process and evaluate this data, a novel aggregation method based on weighed least squares will be proposed in this study. It combines and correlates various measurements in order to obtain an accurate snapshot of the power network parameters. To test its capabilities, the performance of this algorithm is evaluated on a small-scale test system.
eu_rights_str_mv openAccess
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id LAURepo_ce7a1c958a938cd9edc76f6c64f59b60
identifier_str_mv 1751-8695
Neshvad, S., Margossian, H., & Sachau, J. (2016). Topology and parameter estimation in power systems through inverter-based broadband stimulations. IET Generation, Transmission & Distribution, 10(7), 1710-1719.
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spelling Topology and parameter estimation in power systems through inverter-based broadband stimulationsMargossian, HaragNeshvad, SurenaSachau, JurgenAn increasing number of inverter-based power generators have been connected to the distribution network in recent years. This phenomenon coupled with the adoption of open energy markets has significantly complicated the power-flows on the power networks, requiring advanced and intelligent parameter knowledge to optimise the efficiency, quality and reliability of the system. This study describes a method for identifying parameters associated with the power system model. In particular, the proposed algorithm in this study addresses the line parameter and topology identification task in the scope of state estimation. The goal is to reduce the a priori knowledge for state estimation, and to obtain online information on the power system network. The proposed parameter estimation method relies on injected stimulations in the network. Broadband stimulation signals are injected from distributed generators and their effects are measured at various locations in the grid. To process and evaluate this data, a novel aggregation method based on weighed least squares will be proposed in this study. It combines and correlates various measurements in order to obtain an accurate snapshot of the power network parameters. To test its capabilities, the performance of this algorithm is evaluated on a small-scale test system.PublishedN/A2018-01-08T14:09:27Z2018-01-08T14:09:27Z20152018-01-08Articleinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/article1751-8695http://hdl.handle.net/10725/6882http://dx.doi.org/10.1049/iet-gtd.2015.1163Neshvad, S., Margossian, H., & Sachau, J. (2016). Topology and parameter estimation in power systems through inverter-based broadband stimulations. IET Generation, Transmission & Distribution, 10(7), 1710-1719.http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.phphttp://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2015.1163enIET Generation, Transmission & Distributioninfo:eu-repo/semantics/openAccessoai:laur.lau.edu.lb:10725/68822021-03-19T10:43:15Z
spellingShingle Topology and parameter estimation in power systems through inverter-based broadband stimulations
Margossian, Harag
status_str publishedVersion
title Topology and parameter estimation in power systems through inverter-based broadband stimulations
title_full Topology and parameter estimation in power systems through inverter-based broadband stimulations
title_fullStr Topology and parameter estimation in power systems through inverter-based broadband stimulations
title_full_unstemmed Topology and parameter estimation in power systems through inverter-based broadband stimulations
title_short Topology and parameter estimation in power systems through inverter-based broadband stimulations
title_sort Topology and parameter estimation in power systems through inverter-based broadband stimulations
url http://hdl.handle.net/10725/6882
http://dx.doi.org/10.1049/iet-gtd.2015.1163
http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php
http://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2015.1163