Long Short-Term Memory Networks Based in Echo State Networks for Wind Speed Forecasting

CIARP, pp. 347-355, 2017.

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Integrating increasing amounts of wind generation require power system operators to improve their wind forecasting tools. Echo State Networks (ESN) are a good option for wind speed forecasting because of their capacity to process sequential data, having achieved good performance in different forecasting tasks. However, the simplicity of n...More



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