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Radial Basis Function Networks for contingency analysis of bulk power systems


Author(s) : JA Refaee M Mohandes H Maghrabi, 
Publisher : IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Publication Date : 1999
ISSN : N/A
Abstract : Radial Basis Function Networks (RBFNs) are used for contingency evaluation of bulk power system. The motivation behind this work is to exploit the non-linear mapping capabilities of RBFNN in estimating line loading and bus voltage of a bulk power system following a contingency. Unlike most of the available neural networks based techniques, the proposed method utilizes the potential of RBFN in planning studies. The performance of the RBFN is compared with a standard AC load flow algorithm.,