Short Time Forecast of Wind Speed Based on EMD and SVM.
Yancai XiaoChunya LiPeng WangPublished in: ISPE CE (2014)
Keyphrases
- wind speed
- wind power
- short term
- support vector
- support vector machine svm
- long term
- meteorological data
- support vector machine
- wind turbine
- distance measure
- feature selection
- knn
- forecasting model
- weather conditions
- multi class
- training set
- wind farm
- wavelet support vector machine
- svm classifier
- power plant
- kernel function
- ls svm
- early warning
- generalization ability
- non stationary
- feature vectors
- forecasting accuracy
- expert systems
- arima model
- training data
- decision making