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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Costa de Araujo Schtz, F. Antunes de Lima, V.L. Eyng, E. de Andrade Bresolin, A. Schtz, F. |
| Copyright Year | 2015 |
| Description | Author affiliation: Dept. of Comput. Technol., Technol. Fed. Univ. of the Paran, Medianeira, Brazil (Schtz, F.) || UFCG, Fed. Univ. of Campina Grande, Campina Grande, Brazil (Antunes de Lima, V.L.) || Dept. of Comput. Technol. Appl. to Agribusiness, Technol. Fed. Univ. of the Paran, Medianeira, Brazil (Costa de Araujo Schtz, F.; de Andrade Bresolin, A.) || Dept. of Environ. Technol., Technol. Fed. Univ. of the Paran, Medianeira, Brazil (Eyng, E.) |
| Abstract | The present study was to develop a model on Artificial Neural Networks (ANN) in order to estimate the oxygen dissolved in the water of the river Alegria, located in Medianeira in the state of Paran. The model was developed based on data from the river water quality over the study interval. For training and validation of the model were generated 132 data groups: with 22 collections in 6 seasons. The input variables in the network were the water quality parameters except the (OD), which set as output. Given the results of the simulations carried out in order to predict the concentration of oxygen dissolved in the river water, depending on the number of variables involved, with an average error of 11, 42% can be concluded that a neural network can be used to predict the available oxygen in the waters of a river. |
| Starting Page | 1252 |
| Ending Page | 1257 |
| File Size | 278705 |
| Page Count | 6 |
| File Format | |
| ISSN | 21579563 |
| e-ISBN | 9781467376792 |
| DOI | 10.1109/ICNC.2015.7378171 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2015-08-15 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Training Biological system modeling Artificial neural networks Water pollution Rivers Water resources |
| Content Type | Text |
| Resource Type | Article |
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