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
Link To Document :
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