Short-term wind speed forecasting based on improved ant colony algorithm for LSSVM.
Yanan LiPeng YangHuajun WangPublished in: Clust. Comput. (2019)
Keyphrases
- short term
- wind speed
- ls svm
- least squares support vector machine
- long term
- wind power
- ant colony algorithm
- least squares
- forecasting model
- variable selection
- prediction model
- load forecasting
- short term prediction
- support vector machine
- arima model
- medium term
- improved algorithm
- ant colony
- generalization ability
- cross validation
- support vector
- hyperparameters
- wind turbine
- correlation coefficient
- rbf neural network
- input variables
- global optimization
- power generation
- svm classifier
- pattern recognition
- model selection
- bp neural network
- genetic programming
- ant colony optimization
- neural network
- fuzzy logic
- artificial neural networks
- mathematical model