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Redes Neurais Artificiais: Uma Aplicação ao Planejamento da Operação de Sistemas Hidrotérmicos de Geração
| Content Provider | Semantic Scholar |
|---|---|
| Author | Aquino, Ronaldo R. B. De Carvalho, Manoel A. Souza, Benemar Alencar |
| Copyright Year | 2016 |
| Abstract | This paper shows an application of th e Artificial Neural Networks (ANN) in the operation planning of a hydrothermal generation system. The ANN algorithm used is the multilayered perceptron (MLP) trained with error back-propagation learning correction rule. Here the ANN i s treined to give as output the hydro generations when is presented to the natu ral inflows and/or turbined outflow. This ANN is modeled to represent the pratical aspects of the anali sed problem. An optimal hydrothermal operation model is used to provide the t rainning examples. |
| Starting Page | 164 |
| Ending Page | 169 |
| Page Count | 6 |
| File Format | PDF HTM / HTML |
| DOI | 10.21528/CBRN1999-036 |
| Alternate Webpage(s) | http://abricom.org.br/wp-content/uploads/2016/03/4cbrn_036.pdf |
| Alternate Webpage(s) | https://doi.org/10.21528/CBRN1999-036 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
