Optimized solar power forecasting: A multi-decomposition framework using VMD and swarm techniques
Accurate short-term forecasting of photovoltaic (PV) power generation is crucial for optimizing solar plant operations and ensuring grid stability. This study proposes an advanced VMD-SD-LSTM forecasting model with reconstruction, integrating Variational Mode Decomposition (VMD) and Swarm Decomposit...
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| Autori principali: | , , , , , , , |
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| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
AIP Publishing LLC
2025-09-01
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| Serie: | AIP Advances |
| Accesso online: | http://dx.doi.org/10.1063/5.0282210 |
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