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About Neural Network
This document discusses using artificial neural networks to forecast short-term wind speeds in Mardin, Turkey. Various ANN models with different numbers of neurons were developed and their errors were analyzed to determine the best model. The model with 60 neurons produced the lowest errors for forecasting wind speeds over the next 1-31 days, based on historical daily average wind speed data from Mardin spanning 10 years. This 60-neuron ANN model provides accurate short-term wind speed predictions and is recommended for use by the local electric utility in Mardin.
Detailed Information
| Author: | ['Muhammed Cihat Altın'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 6 |
| Language: | English |
| Format: | |
| Price: | FREE |
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