Forecasting Short- and Long-Term Wind Speed in Limpopo Province Using Machine Learning and Extreme Value Theory

This study investigates wind speed prediction using advanced machine learning techniques, comparing the performance of Vanilla long short-term memory (LSTM) and convolutional neural network (CNN) models, alongside the application of extreme value theory (EVT) using the r-largest order generalised ex...

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Principais autores:	Kgothatso Makubyane, Daniel Maposa
Format:	Artigo
Jezik:	Inglês
Izdano:	MDPI AG 2024-10-01
Serija:	Forecasting
Teme:	AIC BIC CNN EVT <i>GEVD<sub>r</sub></i> Vanilla LSTM
Online dostop:	https://www.mdpi.com/2571-9394/6/4/44
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