Hyperbolic Tangent Basis Function Neural Networks Training by Hybrid Evolutionary Programming for Accurate Short-Term Wind Speed Prediction.
César Hervás-MartínezPedro Antonio GutiérrezJuan Carlos FernándezSancho Salcedo-SanzAntonio Portilla-FiguerasÁngel M. Pérez-BellidoLuis PrietoPublished in: ISDA (2009)
Keyphrases
- short term
- short term prediction
- wind speed
- basis functions
- hybrid evolutionary
- feed forward neural networks
- meteorological data
- neural network
- long term
- linear combination
- wind power
- radial basis function
- multi layer perceptron
- activation function
- load forecasting
- training algorithm
- back propagation
- simulated annealing
- artificial neural networks
- evolutionary search
- short term and long term
- chaotic time series
- relative humidity
- state space
- metaheuristic
- forecasting model
- nonlinear functions
- prediction model
- wind turbine
- fuzzy logic
- least squares
- arima model
- fuzzy inference system
- artificial intelligence