Two Machine Learning Approaches for Short-Term Wind Speed Time-Series Prediction.
Ronay AkOlga FinkEnrico ZioPublished in: IEEE Trans. Neural Networks Learn. Syst. (2016)
Keyphrases
- wind speed
- short term
- machine learning approaches
- load forecasting
- long term
- chaotic time series
- wind power
- machine learning methods
- non stationary
- function approximation
- short term and long term
- neuro fuzzy
- machine learning
- meteorological data
- artificial neural networks
- machine learning algorithms
- stock market
- wind turbine
- recurrent neural networks
- neural network model
- forecasting model
- moving average
- short and long term
- long term memory
- medium term
- wind farm
- databases
- relative humidity
- autoregressive
- data mining methods
- preprocessing
- data mining
- power generation
- prediction model
- radial basis function
- expert systems
- real world
- neural network