Predicting China’s energy consumption: Combining machine learning with three-layer decomposition approach
Accurately predicting energy consumption (EC) is a difficult task, owing to its inherent complexity and nonlinearity features. To decrease the complexity of EC predictions, applying a novel three-layer decomposition approach to decompose a complex series into a trend sub-series and several simpler n...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Elsevier
2021-11-01
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| Series: | Energy Reports |
| Subjects: | |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S235248472100706X |