Design of Experiments (DoE) method for solar protective films via UV–Vis and NIR spectrophotometry measurements

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dc.contributor.authorNASCIMENTO, ERIBERTO O. dopt_BR
dc.contributor.authorBECATTI, MATHEUS J.P.pt_BR
dc.contributor.authorCALDAS, LINDA V.E.pt_BR
dc.contributor.authorOLIVEIRA, LUCAS N. dept_BR
dc.coverageInternacionalpt_BR
dc.date.accessioned2022-01-26T17:25:26Z
dc.date.available2022-01-26T17:25:26Z
dc.date.issued2022pt_BR
dc.description.abstractIndividual dosimetry and the shielding of sun rays are needed for people in homes, at workplaces and vehicles when exposed to Ultraviolet Radiation (UVR) and/or Infrared Radiation (IR). Usually, the efficacy of Solar Protective Films (SPF) has been recognized as an important public health concern. So, this work aimed to verify, using the Design of Experiments (DoE) and Multiple Linear Regression (MLR) methods, the evaluation of solar films using the UV–Vis and NIR (Near Infrared) spectrophotometry technique for absorbance readings. In addition, the significance of the SPF manufacturing origin and glass color were evaluated. Four types of SPF, named G05, G20, G35 and WB, were tested and layered within dark and light glasses. The absorbance readings were used in a 2k factorial design analysis, then the one-way ANOVA Test and the Bonferroni Test were used to assess the statistical significance of each factor. The results showed that the statistical error, using the Root Mean Square Percentage Error (RMSPE) and the Mean Absolute Percentage Error (MAPE) methods, showed values less than 0.014% between the measured and the predicted ones, indicating excellent accuracy. In conclusion, DoE and MLR methods are suitable to be used in the investigation of the association between SPF and glass materials.pt_BR
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)pt_BR
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)pt_BR
dc.description.sponsorshipIDCNPq: 104486/2019-8; 164981/2020-9; 301335/2016-8pt_BR
dc.description.sponsorshipIDFAPESP: 18/05982-0pt_BR
dc.format.extent1-10pt_BR
dc.identifier.citationNASCIMENTO, ERIBERTO O. do; BECATTI, MATHEUS J.P.; CALDAS, LINDA V.E.; OLIVEIRA, LUCAS N. de. Design of Experiments (DoE) method for solar protective films via UV–Vis and NIR spectrophotometry measurements. <b>Journal of Luminescence</b>, v. 242, p. 1-10, 2022. DOI: <a href="https://dx.doi.org/10.1016/j.jlumin.2021.118558">10.1016/j.jlumin.2021.118558</a>. Disponível em: http://repositorio.ipen.br/handle/123456789/32660.
dc.identifier.doi10.1016/j.jlumin.2021.118558pt_BR
dc.identifier.issn0022-2313pt_BR
dc.identifier.orcid0000-0002-7362-2455pt_BR
dc.identifier.orcidhttps://orcid.org/0000-0002-7362-2455
dc.identifier.percentilfi69.5pt_BR
dc.identifier.percentilfiCiteScore77pt_BR
dc.identifier.urihttp://repositorio.ipen.br/handle/123456789/32660
dc.identifier.vol242pt_BR
dc.relation.ispartofJournal of Luminescencept_BR
dc.rightsopenAccesspt_BR
dc.subjectsolar radiation
dc.subjectradiation protection
dc.subjectultraviolet radiation
dc.subjectspectrophotometry
dc.titleDesign of Experiments (DoE) method for solar protective films via UV–Vis and NIR spectrophotometry measurementspt_BR
dc.typeArtigo de periódicopt_BR
dspace.entity.typePublication
ipen.autorLUCAS NONATO DE OLIVEIRA
ipen.autorLINDA V. E. CALDAS
ipen.codigoautor10632
ipen.codigoautor1495
ipen.contributor.ipenauthorLUCAS NONATO DE OLIVEIRA
ipen.contributor.ipenauthorLINDA V. E. CALDAS
ipen.date.recebimento22-01
ipen.identifier.fi3.6pt_BR
ipen.identifier.fiCiteScore7pt_BR
ipen.identifier.ipendoc28428pt_BR
ipen.identifier.iwosWoSpt_BR
ipen.range.fi3.000 - 4.499
ipen.range.percentilfi50.00 - 74.99
ipen.type.genreArtigo
relation.isAuthorOfPublication87cc29f4-0e1f-4f7f-87ab-618b39834eb2
relation.isAuthorOfPublication7f46d4f4-dfd6-4485-a767-10df5b4f4f13
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sigepi.autor.atividadeOLIVEIRA, LUCAS N. de:10632:330:Npt_BR
sigepi.autor.atividadeCALDAS, LINDA V.E.:1495:330:Npt_BR
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