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http://dx.doi.org/10.5370/JEET.2008.3.4.468

Radial Basis Function Neural Network for Power System Transient Energy Margin Estimation  

Karami, Ali (Faculty of Engineering, University of Guilan)
Publication Information
Journal of Electrical Engineering and Technology / v.3, no.4, 2008 , pp. 468-475 More about this Journal
Abstract
This paper presents a method for estimating the transient stability status of the power system using radial basis function(RBF) neural network with a fast hybrid training approach. A normalized transient energy margin(${\Delta}V_n$) has been obtained by the potential energy boundary surface(PEBS) method along with a time-domain simulation technique, and is used as an output of the RBF neural network. The RBF neural network is then trained to map the operating conditions of the power system to the ${\Delta}V_n$, which provides a measure of the transient stability of the power system. The proposed approach has been successfully applied to the 10-machine 39-bus New England test system, and the results are given.
Keywords
Energy margin; PEBS method; Radial basis function neural network; Transient stability;
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