文章基本信息

标题：New method for wind potential prediction using recurrent artificial neural networks
本地全文：下载
作者：Yousra Amellas ; Saif Serag ; Fahd Loukdache 等
期刊名称：E3S Web of Conferences
印刷版ISSN：2267-1242
电子版ISSN：2267-1242
出版年度：2021
卷号：319
页码：1-5
DOI：10.1051/e3sconf/202131901111
语种：English
出版社：EDP Sciences
摘要：The aim of the study is to find the right architecture of the NARX neural network, in order to perform the daily prediction of the maximum wind speed of Laayoune city. We relied on the Levenberg-Marquardt optimization algorithm. The RMSE error metric showed that NARX-SP outperforms NARX-P.