• DocumentCode
    715155
  • Title

    Singular value decomposition in geomagnetically induced current validation

  • Author

    Kazerooni, Maryam ; Hao Zhu ; Overbye, Thomas J.

  • Author_Institution
    Dept. of ECE, Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2015
  • fDate
    18-20 Feb. 2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Geomagnetically induced currents (GICs) can cause transformer half cycle saturation and consequently affect the power grid with harmonic currents and increased reactive power loss. This paper focuses on using transformer neutral GIC measurements to help validate the GIC models. A linear GIC model is presented that relates the geoelectric field input to the transformer neutral GICs. To validate this model, a temporal GIC matrix model is introduced and the singular value decomposition (SVD) is used for estimating the geoelectric field. The effectiveness of the approach is shown using a 20 bus test case. Finally, the GIC model is extended to account for nonuniform electric field and its accuracy is evaluated through SVD.
  • Keywords
    matrix algebra; power grids; singular value decomposition; SVD; geoelectric field input; geomagnetically induced current validation; harmonic currents; power grid; singular value decomposition; temporal GIC matrix model; transformer half cycle saturation; transformer neutral GIC; Conductivity; Estimation; Gaussian noise; Matrix decomposition; Modeling; Robustness; Geomagnetically induced currents; model validation; transmission system analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Innovative Smart Grid Technologies Conference (ISGT), 2015 IEEE Power & Energy Society
  • Conference_Location
    Washington, DC
  • Type

    conf

  • DOI
    10.1109/ISGT.2015.7131889
  • Filename
    7131889