The Use of the Artificial Neural Network (ANN) for Modeling of Thermogravimetric Curves of Tobacco Stalk Waste Exposed to Alkaline Treatment

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorUniv Caxias Sul-
Autor(es): dc.contributorUniv Vale Taquari UNIVATES-
Autor(es): dc.contributorUniv Fed Integracao LatinoAmer UNILA-
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorDalle, Danieli-
Autor(es): dc.creatorHansen, Betina-
Autor(es): dc.creatorZattera, Ademir Jose-
Autor(es): dc.creatorOrnaghi, Heitor Luiz-
Autor(es): dc.creatorMonticeli, Francisco Maciel [UNESP]-
Autor(es): dc.creatorCatto, Andre Luis-
Autor(es): dc.creatorBorsoi, Cleide-
Data de aceite: dc.date.accessioned2022-08-04T21:59:27Z-
Data de disponibilização: dc.date.available2022-08-04T21:59:27Z-
Data de envio: dc.date.issued2022-04-28-
Data de envio: dc.date.issued2022-04-28-
Data de envio: dc.date.issued2022-04-06-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1080/15440478.2022.2051670-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/218857-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/218857-
Descrição: dc.descriptionTobacco is a rich source of cellulosic material and one of the most cultivated non-food plants in the world with great potential for incorporation in polymeric matrices. The use of tobacco residues as reinforcing filler requires chemical/physical fiber treatment aiming to maximize compatibility with the polymer. In this study, tobacco residues were treated with two concentrations of NaOH (10 or 15 wt.%) at two-time exposures (3 or 5 h). Four distinct heating rates were used for each condition. It was applied an artificial neural network to model the thermogravimetric curves. After, the fitted ANN curves were used to create a 3D surface response. The equations from 3D surface response allowed the creation of thermogravimetric curves in any heating rate situated between the minimum and maximum range tested.-
Descrição: dc.descriptionCoordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)-
Descrição: dc.descriptionUNIVATES-
Descrição: dc.descriptionUniv Caxias Sul, Programa Posgrad Engn Proc Tecnol PGEPROTEC, Rua Francisco Getulio Vargas, BR-1130 Caxias Do Sul, RS, Brazil-
Descrição: dc.descriptionUniv Vale Taquari UNIVATES, Ciencias Exatas & Engn, Av Avelino Talini 171, Lajeado, RS, Brazil-
Descrição: dc.descriptionUniv Fed Integracao LatinoAmer UNILA, Engn Mat, Foz Do Iguacu, Brazil-
Descrição: dc.descriptionUniv Estadual Paulista Unesp, Escola Engn, Dept Mat & Tecnol, Guaratingueta, SP, Brazil-
Descrição: dc.descriptionUniv Estadual Paulista Unesp, Escola Engn, Dept Mat & Tecnol, Guaratingueta, SP, Brazil-
Formato: dc.format10-
Idioma: dc.languageen-
Publicador: dc.publisherTaylor & Francis Inc-
Relação: dc.relationJournal Of Natural Fibers-
???dc.source???: dc.sourceWeb of Science-
Palavras-chave: dc.subjectTobacco residue-
Palavras-chave: dc.subjectalkaline treatment-
Palavras-chave: dc.subjectartificial neural network-
Palavras-chave: dc.subjectsurface response methodology-
Título: dc.titleThe Use of the Artificial Neural Network (ANN) for Modeling of Thermogravimetric Curves of Tobacco Stalk Waste Exposed to Alkaline Treatment-
Tipo de arquivo: dc.typelivro digital-
Aparece nas coleções:Repositório Institucional - Unesp

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