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Wind power data cleaning using RANSAC-based polynomial and linear regression with adaptive threshold

Abstract As the global demand for clean energy continues to rise, wind power has become one of the most important renewable energy sources. However, wind power data often contains a high proportion of dense anomalies, which not only significantly affect the accuracy of wind power forecasting models...

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Autors principals: Haineng Yang, Jie Tang, Wu Shao, Jintian Yin, Baiyang Liu
Format: Artigo
Idioma:Inglês
Publicat: Nature Portfolio 2025-02-01
Col·lecció:Scientific Reports
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Accés en línia:https://doi.org/10.1038/s41598-025-89177-9
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