Direct estimation of prediction intervals for solar and wind regional energy forecasting with deep neural networks.
Antonio AlcántaraInés María GalvánRicardo AlerPublished in: Eng. Appl. Artif. Intell. (2022)
Keyphrases
- neural network
- wind power
- solar energy
- renewable energy
- prediction intervals
- power generation
- wind speed
- renewable energy sources
- forecast models
- wind turbine
- short term
- travel time
- artificial neural networks
- regression model
- confidence level
- genetic algorithm
- forecasting model
- support vector regression
- model selection
- multi layer perceptron
- bp neural network
- neural network model
- radial basis function
- power system
- power grids
- least squares