A Multivariate Wind Power Forecasting Model Based on LS-SVM.
Qiang WangKin Keung LaiDongxiao NiuQian ZhangPublished in: CSO (2012)
Keyphrases
- wind power
- ls svm
- forecasting model
- least squares support vector machine
- least squares
- wind speed
- prediction model
- short term
- support vector machine
- variable selection
- neuro fuzzy
- power generation
- cross validation
- regression model
- bp neural network
- electricity markets
- support vector
- correlation coefficient
- generalization ability
- improved algorithm
- input variables
- power plant
- test set
- wind turbine
- support vector machine svm
- rbf neural network
- decision making
- radial basis function
- basis functions
- svm classifier
- parameter estimation