A practical neuro-fuzzy model for estimating modulus of elasticity of concrete

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dc.contributor.authorBedirhanoglu, Idris
dc.date.accessioned2024-04-24T17:15:15Z
dc.date.available2024-04-24T17:15:15Z
dc.date.issued2014
dc.departmentDicle Üniversitesien_US
dc.description.abstractThe mechanical characteristics of materials are very essential in structural analysis for the accuracy of structural calculations. The estimation modulus of elasticity of concrete (E-c), one of the most important mechanical characteristics, is a very complex area in terms of analytical models. Many attempts have been made to model the modulus of elasticity through the use of experimental data. In this study, the neuro-fuzzy (NF) technique was investigated in estimating modulus of elasticity of concrete and a new simple NF model by implementing a different NF system approach was proposed. A large experimental database was used during the development stage. Then, NF model results were compared with various experimental data and results from several models available in related research literature. Several statistic measuring parameters were used to evaluate the performance of the NF model comparing to other models. Consequently, it has been observed that NF technique can be successfully used in estimating modulus of elasticity of concrete. It was also discovered that NF model results correlated strongly with experimental data and indicated more reliable outcomes in comparison to the other models.en_US
dc.identifier.doi10.12989/sem.2014.51.2.249
dc.identifier.endpage265en_US
dc.identifier.issn1225-4568
dc.identifier.issn1598-6217
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-84904545699
dc.identifier.scopusqualityQ2
dc.identifier.startpage249en_US
dc.identifier.urihttps://doi.org/10.12989/sem.2014.51.2.249
dc.identifier.urihttps://hdl.handle.net/11468/18391
dc.identifier.volume51en_US
dc.identifier.wosWOS:000344986200004
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherTechno-Pressen_US
dc.relation.ispartofStructural Engineering and Mechanics
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectConcreteen_US
dc.subjectElastic Modulusen_US
dc.subjectFuzzy Logicen_US
dc.subjectNeuro-Fuzzy Systemsen_US
dc.titleA practical neuro-fuzzy model for estimating modulus of elasticity of concreteen_US
dc.titleA practical neuro-fuzzy model for estimating modulus of elasticity of concrete
dc.typeArticleen_US

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