Echo state networks, artificial neural networks and fuzzy systems models for improve short-term wind speed forecasting.
Ronaldo R. B. de AquinoRamon B. SouzaOtoni Nóbrega NetoMilde M. S. LiraManoel A. CarvalhoAida A. FerreiraPublished in: IJCNN (2015)
Keyphrases
- short term
- wind speed
- fuzzy systems
- long term
- artificial neural networks
- short term prediction
- forecasting model
- wind power
- neural network
- computational intelligence
- echo state networks
- short term and long term
- fuzzy rules
- evolutionary computation
- long term memory
- arima model
- soft computing
- neural network model
- stock market
- recurrent neural networks
- meteorological data
- load forecasting
- fuzzy model
- rule base
- wind turbine
- power generation
- medium term
- experimental data
- genetic programming
- neuro fuzzy
- chaotic time series
- autoregressive
- fuzzy logic
- machine learning