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A method for determining pseudo-measurement state values for topology observability of state estimation in power systems

✍ Scribed by Shoichi Urano; Hiroyuki Mori


Publisher
John Wiley and Sons
Year
2012
Tongue
English
Weight
756 KB
Volume
179
Category
Article
ISSN
0424-7760

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✦ Synopsis


Abstract

This paper proposes a new technique for determining state values in power systems. Recently, it has been useful for carrying out state estimation with PMU (Phasor Measurement Unit) data. The authors have developed a method for determining state values with an artificial neural network (ANN) considering topology observability in power systems. The ANN has the advantage of approximating nonlinear functions with high precision. The method evaluates pseudo‐measurement state values of data which are lost in power systems. The method has been successfully applied to the IEEE 14‐bus system. © 2012 Wiley Periodicals, Inc. Electr Eng Jpn, 179(2): 27–34, 2012; Published online in Wiley Online Library (wileyonlinelibrary.com). DOI 10.1002/eej.21235


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