Investigating the feasibility of guar gum based foams for insulation applications using regression analysis

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dc.authorid0000-0003-1634-9744
dc.contributor.authorErgun, Mehmet-Emin
dc.contributor.authorErgun, Halime
dc.date.accessioned2026-01-24T12:26:48Z
dc.date.available2026-01-24T12:26:48Z
dc.date.issued2023
dc.departmentAlanya Alaaddin Keykubat Üniversitesi
dc.description.abstractGuar gum is commonly utilized in the pharmaceutical, cosmetic, and food industries. However, its use as a foam material for insulation purposes in construction fields has not been extensively studied, especially with regards to machine learning. This study aimed to investigate the potential use of foams produced from biopolymers for insulation and to estimate their properties using two different regression analyses. The foams were produced using a simple and quick procedure involving a mixture of guar gum, cellulose, and boric acid in different proportions, and then dried in the oven. The results of the produced foams showed promising features such as low density, low thermal conductivity, and good mechanical properties, which are highly desirable in insulation materials. A regression model was developed to analyze the effects of the components used in the foam formulation and to provide an estimated method for future research. The regression model was able to accurately predict the results, with an R squared value of up to 0.99, allowing for more quantitative data to be obtained with fewer experimental results. Furthermore, it was found that guar gum had the most significant effect on the properties of the foams.
dc.identifier.doi10.6036/10832
dc.identifier.endpage571
dc.identifier.issn0012-7361
dc.identifier.issn1989-1490
dc.identifier.issue6
dc.identifier.scopus2-s2.0-85176921664
dc.identifier.scopusqualityQ4
dc.identifier.startpage566
dc.identifier.urihttps://doi.org/10.6036/10832
dc.identifier.urihttps://hdl.handle.net/20.500.12868/4944
dc.identifier.volume98
dc.identifier.wosWOS:001107279200003
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherUk Zhende Publishing Ltd
dc.relation.ispartofDyna
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WoS_20260121
dc.subjectFoam
dc.subjectguar gum
dc.subjectthermal conductivity
dc.subjectregression
dc.subjectinsulation
dc.titleInvestigating the feasibility of guar gum based foams for insulation applications using regression analysis
dc.title.alternativeInvestigación de la viabilidad de las espumas a base de goma guar para aplicaciones de aislamiento mediante análisis de regresión
dc.typeArticle

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