Investigating the use of Echo State Networks for prediction of wind power generation.
Ronaldo R. B. de AquinoOtoni Nóbrega NetoRamon B. SouzaMilde M. S. LiraManoel A. CarvalhoTeresa Bernarda LudermirAida A. FerreiraPublished in: CIES (2014)
Keyphrases
- power generation
- wind power
- echo state networks
- wind energy
- load forecasting
- power system
- wind speed
- wind turbine
- renewable energy sources
- short term
- recurrent neural networks
- renewable energy
- electrical power
- electric power systems
- power plant
- stochastic programming
- wind farm
- unit commitment
- electricity markets
- production cost
- prediction model
- long term
- neural network
- power grids
- solar energy
- neuro fuzzy
- decision making
- computational intelligence
- data mining
- multistage
- bp neural network