Short-term electricity load forecasting based on feature selection and Least Squares Support Vector Machines.
Ailing YangWeide LiXuan YangPublished in: Knowl. Based Syst. (2019)
Keyphrases
- load forecasting
- short term
- least squares support vector machine
- feature selection
- ls svm
- long term
- small sample
- support vector machine
- rbf neural network
- power generation
- support vector
- forecasting model
- power system
- electric power
- model selection
- feature extraction
- variable selection
- bp neural network
- feature subset
- wind speed
- cross validation
- support vector regression
- neural network
- k nearest neighbor
- least squares
- feature space
- machine learning
- correlation coefficient
- feature set
- knn
- artificial neural networks
- pattern recognition