Non-linear Autoregressive Neural Networks to Forecast Short-Term Solar Radiation for Photovoltaic Energy Predictions.
Alessandro AlibertiLorenzo BottaccioliGiansalvo CirrincioneEnrico MaciiAndrea AcquavivaEdoardo PattiPublished in: SMARTGREENS/VEHITS (Selected Papers) (2018)
Keyphrases
- autoregressive
- short term
- short term prediction
- solar radiation
- arima model
- power generation
- solar energy
- long term
- neural network
- moving average
- non stationary
- wind power
- gaussian markov random field
- forecasting model
- load forecasting
- electric load forecasting
- wind speed
- random fields
- autoregressive model
- stock market
- long term memory
- short term and long term
- activation function
- sar images
- short and long term
- medium term
- chaotic time series
- support vector machine
- bayesian networks
- machine learning