A Hybrid Forecasting Model for Short-Term Power Load Based on Sample Entropy, Two-Phase Decomposition and Whale Algorithm Optimized Support Vector Regression.
Wenwu LiQiang ShiMuhammad SibtainDan LiDaniel Eliote MbanzePublished in: IEEE Access (2020)
Keyphrases
- short term
- forecasting model
- support vector regression
- long term
- electric load forecasting
- support vector classification
- learning algorithm
- optimization algorithm
- improved algorithm
- load forecasting
- prediction model
- stock market
- wind speed
- bp neural network
- data sets
- convergence rate
- regression model
- generalization ability
- back propagation
- kernel function
- expectation maximization
- particle swarm optimization
- least squares
- power generation
- feature extraction
- machine learning