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

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


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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