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
格式: Article
語言:English
出版: Semarak Ilmu Publishing 2024
在線閱讀: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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