Adaptive neuro fuzzy inference system for estimating particle diameter of soils in micro structure for varying quantities of sodium hexametaphosphate

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dc.contributor.authorBektaş, Salih
dc.contributor.authorÖzgan, Ercan
dc.date.accessioned2020-04-30T22:38:59Z
dc.date.available2020-04-30T22:38:59Z
dc.date.issued2010
dc.departmentDÜ, Teknik Eğitim Fakültesi, Yapı Eğitimi Bölümüen_US
dc.descriptionWOS: 000277845100010en_US
dc.description.abstractIn the present study, 0, 10, 20, 30, 40, 50 and 60 g. Sodium hexametaphosphate (NaPO3) suspensions were prepared for hydrometer tests. After the completion of the tests, the particle diameters of the soil were calculated for each hydrometer reading at time intervals of ( 0, 1, 2, 5, 10, 15, 30, 60, 120 and 260 min). A model was developed using an adaptive neuro-fuzzy inference system (ANFIS) to predict the particle diameter of soil for different cases without the need for a test. The quantities of the NaPO3 and the hydrometer reading times were used as inputs in the model. Test results and predicted outcomes were compared and high correlations were obtained.en_US
dc.identifier.endpage789en_US
dc.identifier.issn1992-2248
dc.identifier.issue8en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage782en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12684/2553
dc.identifier.volume5en_US
dc.identifier.wosWOS:000277845100010en_US
dc.identifier.wosqualityQ3en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherAcademic Journalsen_US
dc.relation.ispartofScientific Research And Essaysen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectSoil mechanicsen_US
dc.subjectparticle diametersen_US
dc.subjecthydrometer testen_US
dc.subjectANFISen_US
dc.titleAdaptive neuro fuzzy inference system for estimating particle diameter of soils in micro structure for varying quantities of sodium hexametaphosphateen_US
dc.typeArticleen_US

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