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03/18/2022
Benchmarks for Solar Radiation Time Series Forecasting
With an ever-increasing share of intermittent renewable energy in the wo...
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07/08/2014
Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method
A Multi-Layer Perceptron (MLP) defines a family of artificial neural net...
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08/08/2013
Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method
A Multi-Layer Perceptron (MLP) defines a family of artificial neural net...
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07/22/2013
Multi-horizon solar radiation forecasting for Mediterranean locations using time series models
Considering the grid manager's point of view, needs in terms of predicti...
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06/04/2013
Urban ozone concentration forecasting with artificial neural network in Corsica
Atmospheric pollutants concentration forecasting is an important issue i...
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11/11/2012
Hybrid methodology for hourly global radiation forecasting in Mediterranean area
The renewable energies prediction and particularly global radiation fore...
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01/08/2012
Numerical Weather Prediction (NWP) and hybrid ARMA/ANN model to predict global radiation
We propose in this paper an original technique to predict global radiati...
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06/01/2009