Improving Wind Speed Forecasts Through Multi-Stage Signal Decomposition and Hierarchical Time Series

Accurate short-term wind speed forecasts are vital for renewable energy scheduling and grid stability. This paper introduces a hybrid framework that interprets multi-stage signal decomposition as a hierarchical time series problem, enabling the application of reconciliation methods. The approach fir...

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Prif Awduron:	Ramon Gomes Da Silva, Matheus Henrique Dal Molin Ribeiro, Victor Henrique Alves Ribeiro
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	IEEE 2026-01-01
Cyfres:	IEEE Access
Pynciau:	Time series forecasting signal decomposition hierarchical forecasting wind speed renewable energy
Mynediad Ar-lein:	https://ieeexplore.ieee.org/document/11577122/
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!