Mechanical properties of blended cements at elevated temperatures predicted using a fuzzy logic model

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dc.contributor.authorBeycioğlu, Ahmet
dc.contributor.authorGültekin, Adil
dc.contributor.authorAruntaş, Hüseyin Yılmaz
dc.contributor.authorGencel, Osman
dc.contributor.authorDobiszewska, Magdalena
dc.contributor.authorBrostow, Witold
dc.date.accessioned2020-04-30T23:19:09Z
dc.date.available2020-04-30T23:19:09Z
dc.date.issued2017
dc.departmentDÜ, Teknoloji Fakültesi, İnşaat Mühendisliği Bölümüen_US
dc.descriptionWOS: 000409993600012en_US
dc.description.abstractThis study aimed to develop a Rule Based Mamdani Type Fuzzy Logic (RBMFL) model to predict the flexural strengths and compressive strengths of blended cements under elevated temperatures. Clinoptilolite was used as cement substitution material in the experimental stage. Substitution ratios in the cement mortar mix designs were selected as 0% (reference), 5%, 10%, 15% and 20%. The data used in the modeling process were obtained experimentally, after mortar specimens having reached the age of 90 days and exposed to 300 degrees C, 400 degrees C, 500 degrees C temperatures for 3 hours. In the RBMFL model, temperature (C degrees) and substitution ratio of clinoptilolite (%) were inputs while the compressive strengths and flexural strengths of mortars were outputs. Results were compared by using some statistical methods. Statistical comparison results showed that rule based Mamdani type fuzzy logic can be an alternative approach for the evaluation of the mechanical properties of concrete under elevated temperature.en_US
dc.identifier.doi10.12989/cac.2017.20.2.247en_US
dc.identifier.endpage255en_US
dc.identifier.issn1598-8198
dc.identifier.issn1598-818X
dc.identifier.issue2en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage247en_US
dc.identifier.urihttps://doi.org/10.12989/cac.2017.20.2.247
dc.identifier.urihttps://hdl.handle.net/20.500.12684/3664
dc.identifier.volume20en_US
dc.identifier.wosWOS:000409993600012en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherTechno-Pressen_US
dc.relation.ispartofComputers And Concreteen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectblended cementen_US
dc.subjectclinoptiloliteen_US
dc.subjectcompressive strengthen_US
dc.subjectflexural strengthen_US
dc.subjectrule based fuzzy logicen_US
dc.titleMechanical properties of blended cements at elevated temperatures predicted using a fuzzy logic modelen_US
dc.typeArticleen_US

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