Comparative study of 16 clear-sky radiative transfer models to estimate direct normal irradiance (DNI) in Botucatu, Brazil

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniversidade Federal do Pará (UFPA)-
Autor(es): dc.contributorUniversidade Estadual Paulista (Unesp)-
Autor(es): dc.contributorFederal University of Mato Grosso do Sul-
Autor(es): dc.contributorUniversity of M'Sila-
Autor(es): dc.creatordos Santos, Cıćero Manoel-
Autor(es): dc.creatorEscobedo, Joaõ Francisco [UNESP]-
Autor(es): dc.creatorde Souza, Amaury-
Autor(es): dc.creatorIhaddadene, Razika-
Autor(es): dc.creatorGomes, Eduardo Nardini [UNESP]-
Autor(es): dc.creatorda Silva, Maurıćio Bruno Prado [UNESP]-
Data de aceite: dc.date.accessioned2022-02-22T00:53:13Z-
Data de disponibilização: dc.date.available2022-02-22T00:53:13Z-
Data de envio: dc.date.issued2021-06-25-
Data de envio: dc.date.issued2021-06-25-
Data de envio: dc.date.issued2021-06-01-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1115/1.4048300-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/208371-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/208371-
Descrição: dc.descriptionThe interest of the direct normal irradiation (DNI) estimation is important in the evaluation of the solar potential and, consequently, for data correction and expansion of the historical series. In this study, a review of the performance of 16 models of radiative transfer was performed. These models are used to estimate DNI on a clear day in Botucatu/SP region located in Brazil. The revised models are categorized into two classes: simple models (11 models: ASH, MAJ, ALLEN, GH, P1, HLJ, FU, KU, H1, IP, and INC) and complex models (five models: BIRD, IQ, MRM5, P2, and YANG). The evaluation methodology used here is consistent with the literature. The input parameters were estimated and a statistical analysis using relative-mean-bias-error (rMBE), root-mean-square-error (rRMSE), and mean absolute percentage error (MAPE) indicators were performed to validate those models. The results indicate that the complex models (that require more atmospheric inputs) generally performed better than simpler models. Despite the consistent limitations in the use of estimated parameters, the performance of the models can be considered satisfactory. The best performances are highlighted for models MRM5 and YANG. Simple models ASH and IP performed similar to complex models. These results were confirmed using frequency distribution and the cumulative frequency analysis. These results are important for engineers of solar systems to use the best model and select the most suitable locations for installing a small or large solar plant.-
Descrição: dc.descriptionFaculty of Agronomic Engineering UFPA, Rua 9 Coronel Jose Porfırio, n° 2515-
Descrição: dc.descriptionSaõ Paulo State University UNESP-
Descrição: dc.descriptionFederal University of Mato Grosso do Sul-
Descrição: dc.descriptionDepartment of Mechanical Engineering University of M'Sila-
Descrição: dc.descriptionSaõ Paulo State University-UNESP-
Descrição: dc.descriptionSaõ Paulo State University UNESP-
Descrição: dc.descriptionSaõ Paulo State University-UNESP-
Idioma: dc.languageen-
Relação: dc.relationJournal of Solar Energy Engineering, Transactions of the ASME-
???dc.source???: dc.sourceScopus-
Palavras-chave: dc.subjectAtmospheric pollution-
Palavras-chave: dc.subjectCumulative distribution-
Palavras-chave: dc.subjectDirect irradiance incidence-
Palavras-chave: dc.subjectFrequency distribution-
Palavras-chave: dc.subjectParametric models-
Palavras-chave: dc.subjectStatistical analysis-
Título: dc.titleComparative study of 16 clear-sky radiative transfer models to estimate direct normal irradiance (DNI) in Botucatu, Brazil-
Tipo de arquivo: dc.typelivro digital-
Aparece nas coleções:Repositório Institucional - Unesp

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