Solar radiation forecasting using ad-hoc time series preprocessing and neural networks
Christophe PaoliCyril VoyantMarc MuselliMarie-Laure NivetPublished in: CoRR (2009)
Keyphrases
- short term prediction
- solar radiation
- preprocessing
- neural network
- arima model
- prediction model
- short term
- air temperature
- chaotic time series
- mackey glass
- exponential smoothing
- financial time series
- feature extraction
- wind speed
- pattern recognition
- weather forecasting
- relative humidity
- preprocessing stage
- fuzzy logic
- moving average
- preprocessing phase
- forecasting accuracy
- nonlinear models
- dynamic time warping
- feed forward
- back propagation
- box jenkins