Multi-task learning for the prediction of wind power ramp events with deep neural networks.
Manuel Dorado-MorenoNicolò NavarinPedro Antonio GutiérrezLuis PrietoAlessandro SperdutiSancho Salcedo-SanzCésar Hervás-MartínezPublished in: Neural Networks (2020)
Keyphrases
- multi task learning
- short term prediction
- neural network
- wind power
- multi task
- wind speed
- short term
- learning tasks
- gaussian processes
- high order
- prediction model
- learning problems
- long term
- power generation
- transfer learning
- pattern recognition
- power plant
- fuzzy logic
- neuro fuzzy
- genetic algorithm
- electricity markets
- power system
- learning algorithm
- inductive learning
- back propagation
- theoretical analysis
- wind turbine
- training data
- metric learning
- neural network model
- forecasting model
- multi class