A deterministic and probabilistic hybrid model for wind power forecasting based improved feature screening and optimal Gaussian mixed kernel function.
Jujie WangXudong TangWeiyi JiangPublished in: Expert Syst. Appl. (2024)
Keyphrases
- hybrid model
- support vector regression
- kernel function
- wind power
- forecasting model
- forecasting accuracy
- feature set
- support vector machine
- kernel methods
- support vector
- feature space
- wind speed
- rbf kernel
- polynomial kernels
- short term
- gaussian kernels
- power generation
- arima model
- optimal kernel
- high dimensional
- kernel matrix
- feature subset
- feature vectors
- neuro fuzzy
- power plant
- load forecasting
- svm classifier
- support vector machine svm
- dynamic programming
- neural network
- wavelet support vector machine
- k nearest neighbor
- pattern recognition
- optimal solution
- feature selection