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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Prif Awduron:	Khaled Ferkous, Sarra Menakh, Mawloud Guermoui, Abderahmane Bellaour, Belgacem Bekkar, Abdelaziz Rabehi, Takele Ferede Agajie, Mohamed Benghanem
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	AIP Publishing LLC 2025-09-01
Cyfres:	AIP Advances
Mynediad Ar-lein:	http://dx.doi.org/10.1063/5.0282210
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!