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<identifier>oai:HAL:hal-00289567v1</identifier>
<datestamp>2018-01-11</datestamp>
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<publisher>HAL CCSD</publisher>
<title lang=en>Classification of daily solar radiation distributions using a mixture of Dirichlet distributions.</title>
<creator>Soubdhan, Ted</creator>
<creator>Emilion, Richard</creator>
<creator>Calif, Rudy</creator>
<contributor>Groupe de Rcherche sur les Energies Renouvelables (GRER) ; Université des Antilles et de la Guyane (UAG)</contributor>
<contributor>Mathématiques - Analyse, Probabilités, Modélisation - Orléans (MAPMO) ; Université d'Orléans (UO) - Centre National de la Recherche Scientifique (CNRS)</contributor>
<description>Aricle soumis à Solar Energy</description>
<identifier>hal-00289567</identifier>
<identifier>https://hal.archives-ouvertes.fr/hal-00289567</identifier>
<identifier>https://hal.archives-ouvertes.fr/hal-00289567/document</identifier>
<identifier>https://hal.archives-ouvertes.fr/hal-00289567/file/Article_Classif_soumis.pdf</identifier>
<source>https://hal.archives-ouvertes.fr/hal-00289567</source>
<source>Aricle soumis à Solar Energy. 2008</source>
<language>en</language>
<subject lang=en>clearness index kt</subject>
<subject lang=en>daily distributions</subject>
<subject lang=en>Dirichlet mixture</subject>
<subject lang=en>classification</subject>
<subject lang=en>solar radiation</subject>
<subject lang=en>solar systems</subject>
<subject>05.10.-a;92.60.Vb;92.60.Wc</subject>
<subject>[SDU.OTHER] Sciences of the Universe [physics]/Other</subject>
<subject>[PHYS.MPHY] Physics [physics]/Mathematical Physics [math-ph]</subject>
<subject>[MATH.MATH-MP] Mathematics [math]/Mathematical Physics [math-ph]</subject>
<type>info:eu-repo/semantics/preprint</type>
<type>Preprints, Working Papers, ...</type>
<description lang=en>In order to qualify the fluctuating nature of solar radiation under tropical climate, we classify daily distributions of the clearness index kt by estimating a finite mixture of Dirichlet distributions without assuming any parametric hypothesis on these daily distributions. The method is applied to solar radiation measurements performed in Guadeloupe (16°2 N, 61 W) where important fluctuations can be observed even within a short period of a few minutes. The results put in evidence four distinct classes of distributions corresponding to different types of days. The sequence of such classes can be of interest for prediction.</description>
<date>2008-06-23</date>
</dc>
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