Precise Wind Power Prediction with SVM Ensemble Regression.
Justin HeinermannOliver KramerPublished in: ICANN (2014)
Keyphrases
- wind power
- regression problems
- support vector
- ensemble classifier
- prediction accuracy
- wind speed
- regression model
- short term prediction
- feature selection
- ensemble methods
- support vector machine svm
- training data
- support vector machine
- power generation
- training set
- prediction model
- renewable energy
- short term
- genetic programming
- forecasting model
- power system
- power grids
- electricity markets
- cross validation
- neural network
- learning algorithm
- neuro fuzzy
- generalization ability
- support vector regression
- power plant
- knn
- feature space
- ls svm
- radial basis function
- svm classifier
- kernel function
- decision support system
- artificial intelligence
- machine learning