Handling volatility and nonlinearity in wind speed data: A comparative analysis between ARIMA-GARCH and ARIMA-MLP

One of the notable features of wind speed is its volatility and nonlinearity. Thorough assessment on the presence of these features is crucial to obtain a wind speed forecasting model with higher accuracy. In this study, the conventional time series linear model; ARIMA model was applied to assess th...

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Main Authors:	Hussin, Nor Hafizah, Yusoff, Fadhilah, Hairol Anuar, Siti Haryanti, Mohd Said, Rahaini, Samsudin, Adam, Noor Azhuan, Nur Azura, Mohd Yussoff, Nurul Hajar
Format:	Article
Language:	en
Published:	Semarak Ilmu Publishing 2024
Online Access:	http://eprints.utem.edu.my/id/eprint/28246/2/026860309202416229.pdf http://eprints.utem.edu.my/id/eprint/28246/ https://semarakilmu.com.my/journals/index.php/appl_mech/article/view/7077 https://doi.org/10.37934/aram.121.1.4457
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