Estimation of the incident global radiation on tilted surfaces using isotropic models and clearness index
Autor(a) principal: | |
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Data de Publicação: | 2011 |
Outros Autores: | , , |
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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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 |
|
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://seer.sct.embrapa.br/index.php/pab/article/view/2804 |
url |
https://seer.sct.embrapa.br/index.php/pab/article/view/2804 |
dc.language.iso.fl_str_mv |
por |
language |
por |
dc.relation.none.fl_str_mv |
https://seer.sct.embrapa.br/index.php/pab/article/view/2804/6025 https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/2306 https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3779 https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3780 https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3781 https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3782 https://seer.sct.embrapa.br/index.php/pab/article/downloadSuppFile/2804/3783 |
dc.rights.driver.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
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) instname:Empresa Brasileira de Pesquisa Agropecuária (Embrapa) instacron:EMBRAPA |
instname_str |
Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
instacron_str |
EMBRAPA |
institution |
EMBRAPA |
reponame_str |
Pesquisa Agropecuária Brasileira (Online) |
collection |
Pesquisa Agropecuária Brasileira (Online) |
repository.name.fl_str_mv |
Pesquisa Agropecuária Brasileira (Online) - Empresa Brasileira de Pesquisa Agropecuária (Embrapa) |
repository.mail.fl_str_mv |
pab@sct.embrapa.br || sct.pab@embrapa.br |
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1793416655925149696 |