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Nowcasting the next hour of residential load using boosting ensemble machines

Abstract Accurate residential load forecasting is a key to achieve grid stability and efficient energy management. However, it becomes challenging due to the non-linear and seasonally fluctuating energy usage of domestic users. Existing statistical and machine learning-based forecasting models strug...

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Sonraí bibleagrafaíochta
Príomhchruthaitheoirí: Ali Muqtadir, Bin Li, Zhou Ying, Chen Songsong, Sadia Nishat Kazmi
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: Nature Portfolio 2025-02-01
Sraith:Scientific Reports
Ábhair:
Rochtain ar líne:https://doi.org/10.1038/s41598-025-91767-6
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