Tuning data preprocessing techniques for improved wind speed prediction

Accurate wind speed forecasting is crucial for efficiently integrating of wind power into the electrical grid and ensuring a stable power supply. However, wind speed is inherently noisy and unpredictable, making it challenging to forecast accurately. This study investigates the effects of hyperparam...

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Autors principals:	Ahmad Ahmad, Xun Xiao, Huadong Mo, Daoyi Dong
Format:	Artigo
Idioma:	Inglês
Publicat:	Elsevier 2024-06-01
Col·lecció:	Energy Reports
Matèries:	Wind speed forecasting Discrete wavelet transform Singular spectrum analysis Time series Hyperparameter
Accés en línia:	http://www.sciencedirect.com/science/article/pii/S2352484723015834
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