Prediction of wind turbines power with physics-informed neural networks and evidential uncertainty quantification.
Alfonso GijónAinhoa Pujana-GoitiaEugenio PereaMiguel Molina-SolanaJuan Gómez-RomeroPublished in: CoRR (2023)
Keyphrases
- wind turbine
- neural network
- wind speed
- wind power
- short term prediction
- fault diagnosis
- prediction accuracy
- power generation
- belief functions
- dempster shafer
- artificial neural networks to predict
- computer science
- power consumption
- prediction model
- fuzzy logic
- load forecasting
- neural network model
- wind farm
- uncertain data
- radial basis function network
- power plant
- pattern recognition
- artificial intelligence
- wind energy
- neural networks and support vector machines
- genetic algorithm
- databases
- multi layer perceptron
- robust optimization
- back propagation
- power system
- prediction error
- neural network ensemble