Multilayer Perceptron approach for estimating 5-min and hourly horizontal global irradiation from exogenous meteorological data in locations without solar measurements

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Multilayer Perceptron approach for estimating 5-min and hourly horizontal global irradiation from exogenous meteorological data in locations without solar measurements

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作者：Kahina Dahmani^a ; Gilles Notton^b ; ^{gilles.notton@univ-corse.fr" class="auth_mail" title="E-mail the corresponding author} ; Cyril Voyant^b ; Rabah Dizene^a ; Marie Laure Nivet^b ; Christophe Paoli^c ; Wani Tamas^b
关键词：Solar irradiation ; Artificial neural network ; Estimation ; Short time step
刊名：Renewable Energy
出版年：2016
出版时间：May 2016
年：2016
卷：90
期：Complete
页码：267-282
全文大小：2666 K

文摘

el">•: Development of a model for short time solar data (5 min and hourly).
el">•: Optimization of the method and very good adequacy.
el">•: Research of the best meteorological input combinations by exhaustive tests and Pearson Coefficient utilization.

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