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)