Short-Term Wind Speed Prediction Using Signal Preprocessing Technique and Evolutionary Support Vector Regression.
Jujie WangYaning LiPublished in: Neural Process. Lett. (2018)
Keyphrases
- short term
- wind speed
- support vector regression
- meteorological data
- load forecasting
- long term
- preprocessing
- short term prediction
- wavelet frame
- forecasting model
- wind power
- forecasting accuracy
- singular spectrum analysis
- relative humidity
- arima model
- regression model
- hybrid model
- short term and long term
- support vector machine svm
- wind turbine
- support vector
- kernel function
- stock market
- genetic algorithm
- evolutionary computation
- autoregressive conditional heteroscedasticity
- prediction model
- long term memory
- non stationary
- k nearest neighbor
- feature extraction
- support vector machine
- knn
- pattern recognition
- machine learning