A Novel Method for Short-Term Wind Speed Forecasting Based on UPQPSO-LSSVM.
Wangxue NieJingqi FuSizhou SunPublished in: LSMS/ICSEE (3) (2017)
Keyphrases
- short term
- long term
- wind speed
- forecasting model
- wind power
- ls svm
- medium term
- short term and long term
- cross validation
- arima model
- meteorological data
- model selection
- machine learning
- bp neural network
- chaotic time series
- power generation
- improved algorithm
- prediction model
- prior information
- parameter estimation
- artificial neural networks
- expert systems
- artificial intelligence