Generation of ambient temperature hourly time series for some Spanish locations by artificial neural networks

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• 作者：F. Almonacid ; ^{facruz@ujaen.es} ; P. Pé ; rez-Higueras ; P. Rodrigo ; L. Hontoria
• 关键词：Artificial neural network ; Ambient temperature hourly time series
• 刊名：Renewable Energy
• 出版年：2013
• 出版时间：March, 2013
• 年：2013
• 卷：51
• 期：Complete
• 页码：285-291
• 全文大小：725 K

文摘

In this paper, an artificial neural network (ANN) is used for the generation of ambient temperature hourly time series for some Spanish locations. The model was trained and tested with ten locations and different years of data. Results show that the proposed artificial neural network provides a better approach than other methods. The aim of this paper is to provide a complete description of this ANN so that, it can be used by anyone avoiding all the design, training and testing process again.