Spatially transferable regional model for half-hourly values of diffuse solar radiation for general sky conditions based on perceptron artificial neural networks

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• 作者：Marija Zlata Božnar^a ; ^{marija.zlata.boznar@meis.si} ; Bo&scaron ; tjan Gra&scaron ; ič^a ; Amauri Pereira de Oliveira^b ; Jacyra Soares^b ; Primož Mlakar^a
• 关键词：Diffuse solar radiation model ; Perceptron artificial neural networks ; Geographically transferable model
• 刊名：Renewable Energy
• 出版年：2017
• 出版时间：April 2017
• 年：2017
• 卷：103
• 期：Complete
• 页码：794-810
• 全文大小：14959 K
• 卷排序：103

文摘

A simple method was developed for building a neural network-based model of diffuse solar radiation. The model was tested on two locations with different climates. The model was transferable between the two locations.