Evaluating Wind Speed Forecasting Models: A Comparative Study of CNN, DAN2, Random Forest and XGBOOST in Diverse South African Weather Conditions

The main source of electricity worldwide stems from fossil fuels, contributing to air pollution, global warming, and associated adverse effects. This study explores wind energy as a potential alternative. Nevertheless, the variable nature of wind introduces uncertainty in its reliability. Thus, it i...

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Bibliographic Details
Main Authors: Fhulufhelo Walter Mugware, Caston Sigauke, Thakhani Ravele
Format: Article
Language:English
Published: MDPI AG 2024-08-01
Series:Forecasting
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Online Access:https://www.mdpi.com/2571-9394/6/3/35
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