Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index

Detalhes bibliográficos
Autor(a) principal: Souza, Adilson Pacheco de
Data de Publicação: 2011
Outros Autores: Escobedo, João Francisco, Dal Pai, Alexandre, Gomes, Eduardo Nardini
Tipo de documento: Artigo
Idioma: por
Título da fonte: Pesquisa Agropecuária Brasileira (Online)
Texto Completo: https://seer.sct.embrapa.br/index.php/pab/article/view/2804
Resumo: The objective of this work was to evaluate the performance of isotropic models estimative of the global radiation on tilted surfaces and to propose estimations based on correlation between the clearness index for horizontal and tilted surfaces, for different sky conditions, in Botucatu, SP, Brazil. The isotropic model proposed by Liu & Jordan, Revfeim, Jimenez & Castro, Koronakis, the Circunsolar theory and the correlation between the clearness index for horizontal and tilted surfaces, for different sky conditions, evaluated tilted surfaces at 12.85o, 22.85o, and 32.85°. Global irradiation database used corresponds to the period from 1998 to 2007, with intervals from 4/1998 to 8/2001 for the surface tilted at 22.85°, from 9/2001 to 2/2003 for the surface tilted at 12.85º and from 1/2004 to 12/2007 for the surface tilted at 32.85°. The performance of the models was analyzed using the statistical indicators mean bias error, root mean square error and d-Wilmott. The models of Liu & Jordan, Koronakis and Revfeim showed the best performance on cloudy days considering all the tilted surfaces. The sky coverage partially diffuse and partially clear with the largest tilted angles showed the highest scattering between estimated and measured values, irrespective of the model. Statistical equations showed good results in monthly average data applications.
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spelling Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness indexEstimativa da radiação global incidente em superfícies inclinadas por modelos isotrópicos e índice de claridadeangle of inclination; indicative statistical; isotropy; solar irradiation; atmospheric transmissionângulo de inclinação; indicativos estatísticos; radiação solar; transmissividade atmosféricaThe objective of this work was to evaluate the performance of isotropic models estimative of the global radiation on tilted surfaces and to propose estimations based on correlation between the clearness index for horizontal and tilted surfaces, for different sky conditions, in Botucatu, SP, Brazil. The isotropic model proposed by Liu & Jordan, Revfeim, Jimenez & Castro, Koronakis, the Circunsolar theory and the correlation between the clearness index for horizontal and tilted surfaces, for different sky conditions, evaluated tilted surfaces at 12.85o, 22.85o, and 32.85°. Global irradiation database used corresponds to the period from 1998 to 2007, with intervals from 4/1998 to 8/2001 for the surface tilted at 22.85°, from 9/2001 to 2/2003 for the surface tilted at 12.85º and from 1/2004 to 12/2007 for the surface tilted at 32.85°. The performance of the models was analyzed using the statistical indicators mean bias error, root mean square error and d-Wilmott. The models of Liu & Jordan, Koronakis and Revfeim showed the best performance on cloudy days considering all the tilted surfaces. The sky coverage partially diffuse and partially clear with the largest tilted angles showed the highest scattering between estimated and measured values, irrespective of the model. Statistical equations showed good results in monthly average data applications.O objetivo deste trabalho foi avaliar o desempenho de modelos isotrópicos de estimativa do total de radiação incidente em superfícies inclinadas e propor estimativas com base nas correlações entre os índices de claridade horizontais e inclinados, em diferentes condições de cobertura de céu, em Botucatu, SP. Foram avaliadas superfícies com inclinação de 12,85°, 22,85° e 32,85°, pelos modelos isotrópicos propostos por Liu & Jordan, Revfeim, Jimenez & Castro, Koronakis, a teoria Circunsolar, e a correlação entre os índices de claridade horizontais e inclinados, para diferentes condições de cobertura de céu. O banco de dados de radiação global utilizado corresponde ao período de 1998 a 2007, com intervalos de 4/1998 a 8/2001 para a inclinação de 22,85º, de 9/2001 a 2/2003 para 12,85º e de 1/2004 a 12/2007 para 32,85º. O desempenho dos modelos foi avaliado pelos indicadores estatísticos erro absoluto médio, raiz quadrada do quadrado médio do erro e índice "d" de Wilmott. Os modelos de Liu & Jordan, Koronakis e de Revfeim apresentaram os melhores desempenhos em dias nublados, em todas as inclinações. As coberturas de céu parcialmente difuso e parcialmente aberto, nos maiores ângulos de inclinação, apresentaram as maiores dispersões entre valores estimados e medidos, independentemente do modelo. As equações estatísticas apresentaram bons resultados em aplicações com agrupamentos de dados mensais.Pesquisa Agropecuaria BrasileiraPesquisa Agropecuária BrasileiraCNPQ, FAPESPCNPQ, FAPESPSouza, Adilson Pacheco deEscobedo, João FranciscoDal Pai, AlexandreGomes, Eduardo Nardini2011-01-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://seer.sct.embrapa.br/index.php/pab/article/view/2804Pesquisa Agropecuaria Brasileira; v.45, n.4, abr. 2010; 339-350Pesquisa Agropecuária Brasileira; v.45, n.4, abr. 2010; 339-3501678-39210100-104xreponame:Pesquisa Agropecuária Brasileira (Online)instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa)instacron:EMBRAPAporhttps://seer.sct.embrapa.br/index.php/pab/article/view/2804/6025https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/2306https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3779https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3780https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3781https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3782https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3783info:eu-repo/semantics/openAccess2014-04-30T18:11:49Zoai:ojs.seer.sct.embrapa.br:article/2804Revistahttp://seer.sct.embrapa.br/index.php/pabPRIhttps://old.scielo.br/oai/scielo-oai.phppab@sct.embrapa.br || sct.pab@embrapa.br1678-39210100-204Xopendoar:2014-04-30T18:11:49Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)false
dc.title.none.fl_str_mv Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
Estimativa da radiação global incidente em superfícies inclinadas por modelos isotrópicos e índice de claridade
title Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
spellingShingle Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
Souza, Adilson Pacheco de
angle of inclination; indicative statistical; isotropy; solar irradiation; atmospheric transmission
ângulo de inclinação; indicativos estatísticos; radiação solar; transmissividade atmosférica
title_short Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
title_full Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
title_fullStr Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
title_full_unstemmed Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
title_sort Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
author Souza, Adilson Pacheco de
author_facet Souza, Adilson Pacheco de
Escobedo, João Francisco
Dal Pai, Alexandre
Gomes, Eduardo Nardini
author_role author
author2 Escobedo, João Francisco
Dal Pai, Alexandre
Gomes, Eduardo Nardini
author2_role author
author
author
dc.contributor.none.fl_str_mv CNPQ, FAPESP
CNPQ, FAPESP
dc.contributor.author.fl_str_mv Souza, Adilson Pacheco de
Escobedo, João Francisco
Dal Pai, Alexandre
Gomes, Eduardo Nardini
dc.subject.por.fl_str_mv angle of inclination; indicative statistical; isotropy; solar irradiation; atmospheric transmission
ângulo de inclinação; indicativos estatísticos; radiação solar; transmissividade atmosférica
topic angle of inclination; indicative statistical; isotropy; solar irradiation; atmospheric transmission
ângulo de inclinação; indicativos estatísticos; radiação solar; transmissividade atmosférica
description The objective of this work was to evaluate the performance of isotropic models estimative of the global radiation on tilted surfaces and to propose estimations based on correlation between the clearness index for horizontal and tilted surfaces, for different sky conditions, in Botucatu, SP, Brazil. The isotropic model proposed by Liu & Jordan, Revfeim, Jimenez & Castro, Koronakis, the Circunsolar theory and the correlation between the clearness index for horizontal and tilted surfaces, for different sky conditions, evaluated tilted surfaces at 12.85o, 22.85o, and 32.85°. Global irradiation database used corresponds to the period from 1998 to 2007, with intervals from 4/1998 to 8/2001 for the surface tilted at 22.85°, from 9/2001 to 2/2003 for the surface tilted at 12.85º and from 1/2004 to 12/2007 for the surface tilted at 32.85°. The performance of the models was analyzed using the statistical indicators mean bias error, root mean square error and d-Wilmott. The models of Liu & Jordan, Koronakis and Revfeim showed the best performance on cloudy days considering all the tilted surfaces. The sky coverage partially diffuse and partially clear with the largest tilted angles showed the highest scattering between estimated and measured values, irrespective of the model. Statistical equations showed good results in monthly average data applications.
publishDate 2011
dc.date.none.fl_str_mv 2011-01-18
dc.type.none.fl_str_mv
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dc.language.iso.fl_str_mv por
language por
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https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3782
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eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Pesquisa Agropecuaria Brasileira
Pesquisa Agropecuária Brasileira
publisher.none.fl_str_mv Pesquisa Agropecuaria Brasileira
Pesquisa Agropecuária Brasileira
dc.source.none.fl_str_mv Pesquisa Agropecuaria Brasileira; v.45, n.4, abr. 2010; 339-350
Pesquisa Agropecuária Brasileira; v.45, n.4, abr. 2010; 339-350
1678-3921
0100-104x
reponame:Pesquisa Agropecuária Brasileira (Online)
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reponame_str Pesquisa Agropecuária Brasileira (Online)
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repository.name.fl_str_mv Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa)
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