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Stability analysis through neural networks applied to transient stability of electrical power systems study

Grant number: 06/01332-3
Support Opportunities:Scholarships in Brazil - Scientific Initiation
Start date: June 01, 2006
End date: May 31, 2009
Field of knowledge:Engineering - Electrical Engineering - Power Systems
Principal Investigator:Anna Diva Plasencia Lotufo
Grantee:Jean Carlos Gomes Donda
Host Institution: Faculdade de Engenharia (FEIS). Universidade Estadual Paulista (UNESP). Campus de Ilha Solteira. Ilha Solteira , SP, Brazil

Abstract

The objective is to develop a procedure to transient stability analysis and preventive control of electric power systems by neural networks. The sensitivity analysis is effectuated calculating the derivatives after the training of a neural network by backpropagation algorithm. It is intended to use the toolboxes Neural Networks of MATLAB. The tests will be done with a 3 machine electric system. (AU)

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