A Short-Term Wind Speed Forecasting Through Support Vector Regression Regularized by Particle Swarm Optimization.
Seong-Jun KimIn-Yong SeoPublished in: Int. J. Fuzzy Log. Intell. Syst. (2011)
Keyphrases
- short term
- wind speed
- support vector regression
- particle swarm optimization
- long term
- wind power
- forecasting model
- pso algorithm
- meteorological data
- forecasting accuracy
- solution path
- load forecasting
- regression model
- multi objective
- support vector
- particle swarm optimization algorithm
- hybrid model
- wind turbine
- short term and long term
- stock market
- support vector machine svm
- support vector machine
- back propagation neural network
- particle swarm optimization pso
- short term prediction
- wavelet neural network
- kernel function
- medium term
- least squares
- wind farm
- genetic algorithm
- data mining
- software agents
- machine learning
- artificial neural networks
- pattern recognition
- feature extraction