Prediction of the effects of fly ash and silica fume on the setting time of Portland cement with fuzzy logic

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dc.contributor.authorGülbandılar, Eyyüp
dc.contributor.authorKoçak, Yılmaz
dc.date.accessioned2020-04-30T23:21:19Z
dc.date.available2020-04-30T23:21:19Z
dc.date.issued2013
dc.departmentDÜ, Teknoloji Fakültesi, İnşaat Mühendisliği Bölümüen_US
dc.descriptionGulbandilar, Eyyup/0000-0001-5559-5281en_US
dc.descriptionWOS: 000319769300023en_US
dc.description.abstractFuzzy logic has recently been widely used to model in many areas of civil engineering applications. Especially as a result of the findings of experimental studies with fuzzy logic to predict good results have been obtained. In this study, Portland cement is composed of fly ash and silica fume with determined proportional. By this procedure, eight different mixtures were prepared and the effect of cement was investigated on the starting and finishing time of the setting. According to the results obtained in the setting time and finishing, all the mixing ratio of the prolonged period of time was determined. Also, by using fuzzy logic method, prediction model was formed based on the quantity of fly ash and silica fume to predict the initial and final setting times of cement, which could not be determined with experimental approaches. The experimental results are compared with the fuzzy logic results, and the correlation coefficients for the initial and final setting time are found 0.96 and 0.92, respectively. These results show that the developed model can be successfully applied in the cement industry.en_US
dc.identifier.doi10.1007/s00521-012-1049-4en_US
dc.identifier.endpage1491en_US
dc.identifier.issn0941-0643
dc.identifier.issn1433-3058
dc.identifier.issue07.Augen_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage1485en_US
dc.identifier.urihttps://doi.org/10.1007/s00521-012-1049-4
dc.identifier.urihttps://hdl.handle.net/20.500.12684/4173
dc.identifier.volume22en_US
dc.identifier.wosWOS:000319769300023en_US
dc.identifier.wosqualityQ2en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherSpringer London Ltden_US
dc.relation.ispartofNeural Computing & Applicationsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFuzzy logicen_US
dc.subjectCementen_US
dc.subjectSetting timeen_US
dc.subjectSilica fumeen_US
dc.subjectFly ashen_US
dc.titlePrediction of the effects of fly ash and silica fume on the setting time of Portland cement with fuzzy logicen_US
dc.typeArticleen_US

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