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Model order selection for probing-based power system mode estimation
KTH, School of Electrical Engineering (EES), Electric Power Systems.ORCID iD: 0000-0002-6044-4813
KTH, School of Electrical Engineering (EES), Electric Power Systems.ORCID iD: 0000-0002-3312-9244
Statnett SF, Norway.ORCID iD: 0000-0002-4125-1055
2015 (English)In: 2015 IEEE Power and Energy Conference at Illinois, PECI 2015, 2015Conference paper, Published paper (Refereed)
Abstract [en]

The paper discusses model order selection for probing mode estimation algorithms. Four methods are analyzed and compared: 1) Residual analysis based model order selection, 2) Model order selection based on singular values, 3) Akaike Information Criterion, and 4) Variance-Accounted-For (VAF) as a measure of optimal fitting between measured data and model response. The methods are assessed using synthetic PMU measurements from the simulation of the KTH Nordic 32 Test system and the IEEE test system with 50 generators and 145 buses.

Place, publisher, year, edition, pages
2015.
Keyword [en]
Akaike Information Criterion (AIC), Model order selection, Probing mode estimation, Variance-Accounted-For, Energy management, Energy resources, Akaike information criterion, IEEE test systems, Mode estimation, Model-order selection, PMU measurements, Residual analysis, Singular values, Algorithms
National Category
Electrical Engineering, Electronic Engineering, Information Engineering
Identifiers
URN: urn:nbn:se:kth:diva-167394DOI: 10.1109/PECI.2015.7064883ISI: 000380464400006Scopus ID: 2-s2.0-84928024680ISBN: 9781479979493 (print)OAI: oai:DiVA.org:kth-167394DiVA: diva2:814848
Conference
2015 IEEE Power and Energy Conference at Illinois, PECI 2015, 20 February 2015 through 21 February 2015
Note

QC 20150528

Available from: 2015-05-28 Created: 2015-05-22 Last updated: 2016-08-23Bibliographically approved

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Perić, Vedran S.Bogodorova, TetianaVanfretti, Luigi

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CiteExportLink to record
Permanent link

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Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf