Forecasting the Natural Gas Supply and Consumption in China Using a Novel Grey Wavelet Support Vector Regressor.
Xin MaYanqiao DengHong YuanPublished in: Syst. (2023)
Keyphrases
- forecasting model
- natural gas
- support vector
- support vector regression
- short term
- ls svm
- bp neural network
- prediction model
- long term
- grey theory
- kernel function
- wavelet transform
- wavelet coefficients
- generalization ability
- electricity consumption
- anchovy catches
- cross validation
- grey model
- support vector machine
- multiscale
- total energy
- denoising
- neural network
- feature selection
- economic development
- radial basis function
- svm classifier
- feature extraction
- model selection
- least squares
- hyperparameters
- artificial neural networks
- demand forecasting
- electricity markets
- regression model
- energy consumption