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Power Flow Analysis and Self-recovery of Electrical Energy Distribution Network Using Artificial Neural Networks BABT
Avelar,Fabio da Silva; Fritzen,Paulo Cícero; Furucho,Mariana Antônia Aguiar.
ABSTRACT A computational model for self-recovery of electricity distribution network was developed to simulate it, emulated by the IEEE 123 node model. The electrical system considered has automatic switches capable of identifying a momentary failure in the line and finding the best reconfiguration for its reclosing. An artificial neural network (ANN), backpropagation, was used to classify the type of failure and determine the best reconfiguration of the distribution network. Initially, five power failure scenarios were simulated in certain different parts of the power grid, and power flow analysis via OpenDSS was performed. Next, the most suitable switching was observed within the shortest time interval to restore the power supply. With the purpose of...
Tipo: Info:eu-repo/semantics/article Palavras-chave: Distribution Networks; Optimization; Self-recovery of networks; Smart Grid.
Ano: 2018 URL: http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1516-89132018000200223
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