Cascade Machine Learning Approach Applied to Short-Term Medium Horizon Demand Forecasting
This work proposes a cascade model incorporating Long–Short-Term Memory (LSTM) and Multi-Layer Perceptron (MLP), which offers a more reliable model to forecast short-term (hourly) and medium horizon (week) water demand. The MLP model integrates the previously forecasted demand with exogenous variabl...
Kaydedildi:
| Asıl Yazarlar: | , , , , , |
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| Materyal Türü: | Artigo |
| Dil: | Inglês |
| Baskı/Yayın Bilgisi: |
MDPI AG
2024-09-01
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| Seri Bilgileri: | Engineering Proceedings |
| Konular: | |
| Online Erişim: | https://www.mdpi.com/2673-4591/69/1/42 |
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