Load Prediction Based on Hybrid Model of VMD-mRMR-BPNN-LSSVM.
Gang ZhangHongchi LiuPingli LiMeng LiQiang HeHailiang ChaoJiangbin ZhangJinwang HouPublished in: Complex. (2020)
Keyphrases
- hybrid model
- least squares support vector machine
- ls svm
- back propagation neural network
- prediction model
- artificial neural networks
- forecasting accuracy
- support vector machine
- least squares
- support vector regression
- arima model
- prediction accuracy
- load forecasting
- support vector machine svm
- hybrid models
- bp neural network
- rbf neural network
- generalization ability
- improved algorithm
- input variables
- radial basis function
- support vector
- variable selection
- neural network
- autoregressive conditional heteroscedasticity
- fuzzy rules
- computer vision
- machine learning