Mid-long term load forecasting model based on support vector machine optimized by improved sparrow search algorithm
The regression model based on the support vector machine (SVM) is a standard mid-term and long-term load forecasting method. However, the hyperparameters of traditional SVM are challenging to determine, leading to its poor forecasting effect. This paper proposes an improved sparrow search algorithm...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2022-08-01
|
| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2352484722004358 |