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Found 8 papers, 0 papers with code
Short-term solar irradiance and irradiation forecasts via different time series techniques: A preliminary study
This communication is devoted to solar irradiance and irradiation short-term forecasts, which are useful for electricity production.
Meteorological time series forecasting with pruned multi-layer perceptron and 2-stage Levenberg-Marquardt method
Then a classical batch process based on LMA is used with the new MLP.
Meteorological time series forecasting based on MLP modelling using heterogeneous transfer functions
In this paper, we propose to study four meteorological and seasonal time series coupled with a multi-layer perceptron (MLP) modeling.
Numerical weather prediction or stochastic modeling: an objective criterion of choice for the global radiation forecasting
Numerous methods exist and were developed for global radiation forecasting.
Bayesian rules and stochastic models for high accuracy prediction of solar radiation
In the first class, we include the multi-layer perceptron (MLP), auto-regressive and moving average (ARMA), and persistence models.
Time series modeling with pruned multi-layer perceptron and 2-stage damped least-squares method
Then a classical batch process based on LMA is used with the new MLP.
Multi-horizon solar radiation forecasting for Mediterranean locations using time series models
Considering the grid manager's point of view, needs in terms of prediction of intermittent energy like the photovoltaic resource can be distinguished according to the considered horizon: following days (d+1, d+2 and d+3), next day by hourly step (h+24), next hour (h+1) and next few minutes (m+5 e. g.).
Urban ozone concentration forecasting with artificial neural network in Corsica
The purpose of this study is to build a predictor to realize predictions of ozone and PM10 at horizon d+1 in Corsica in order to be able to anticipate pollution peak formation and to take appropriated prevention measures.
