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

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dc.contributor.author Margossian, Harag
dc.contributor.author Neshvad, Surena
dc.contributor.author Sachau, Jurgen
dc.date.accessioned 2018-01-08T14:09:27Z
dc.date.available 2018-01-08T14:09:27Z
dc.date.copyright 2015 en_US
dc.identifier.issn 1751-8695 en_US
dc.identifier.uri http://hdl.handle.net/10725/6882
dc.description.abstract 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. en_US
dc.language.iso en en_US
dc.title Topology and parameter estimation in power systems through inverter-based broadband stimulations en_US
dc.type Article en_US
dc.description.version Published en_US
dc.author.school SOE en_US
dc.author.idnumber 201509049 en_US
dc.author.department Electrical And Computer Engineering en_US
dc.description.embargo N/A en_US
dc.relation.journal IET Generation, Transmission & Distribution en_US
dc.journal.volume 10 en_US
dc.journal.issue 7 en_US
dc.article.pages 1710-1719 en_US
dc.keywords Power supply quality en_US
dc.keywords Power system parameter estimation en_US
dc.keywords Invertors en_US
dc.keywords Least squares approximations en_US
dc.keywords Power markets en_US
dc.keywords Distributed power generation en_US
dc.keywords Power distribution reliability en_US
dc.keywords Load flow en_US
dc.keywords AC generators en_US
dc.identifier.doi http://dx.doi.org/10.1049/iet-gtd.2015.1163 en_US
dc.identifier.ctation 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. en_US
dc.author.email harag.margossian@lau.edu.lb en_US
dc.identifier.tou http://libraries.lau.edu.lb/research/laur/terms-of-use/articles.php en_US
dc.identifier.url http://digital-library.theiet.org/content/journals/10.1049/iet-gtd.2015.1163 en_US
dc.author.affiliation Lebanese American University en_US

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