Solar Radiation Forecasting Using Ad-Hoc Time Series Preprocessing and Neural Networks.
Christophe PaoliCyril VoyantMarc MuselliMarie-Laure NivetPublished in: ICIC (1) (2009)
Keyphrases
- solar radiation
- short term prediction
- preprocessing
- neural network
- arima model
- prediction model
- short term
- air temperature
- forecasting accuracy
- chaotic time series
- feature extraction
- weather forecasting
- exponential smoothing
- mackey glass
- relative humidity
- financial time series
- forecasting model
- neural network model
- long term
- genetic algorithm
- box jenkins
- moving average
- garch model
- back propagation
- fuzzy logic
- machine learning