A time series ensemble method to predict wind power.
Sumaira TasnimAshfaqur RahmanG. M. ShafiullahAmanullah Maung Than OoAlex StojcevskiPublished in: CIASG (2014)
Keyphrases
- ensemble methods
- wind power
- short term prediction
- wind speed
- short term
- prediction accuracy
- machine learning methods
- ensemble learning
- decision trees
- base classifiers
- random forest
- benchmark datasets
- power generation
- neuro fuzzy
- generalization ability
- electricity markets
- power system
- power plant
- long term
- neural network
- wind turbine
- forecasting model
- multi agent
- ensemble classifier
- decision support system
- feature selection
- learning algorithm
- non stationary
- machine learning