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Stress-strain modeling of high-strength concrete by the adaptive network-based fuzzy inference system (ANFIS) approach

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dc.creator DEMİR, Fuat
dc.creator DİLMAÇ, Hakan
dc.date 2013-11-30T22:00:00Z
dc.date.accessioned 2020-10-06T11:21:53Z
dc.date.available 2020-10-06T11:21:53Z
dc.identifier bd39be7f-9c78-4385-bae1-7a1649f7d9ce
dc.identifier 10.1007/s00521-013-1489-5
dc.identifier https://avesis.sdu.edu.tr/publication/details/bd39be7f-9c78-4385-bae1-7a1649f7d9ce/oai
dc.identifier.uri http://acikerisim.sdu.edu.tr/xmlui/handle/123456789/70784
dc.description In this study, an adaptive network-based fuzzy inference system (ANFIS) approach is presented for modeling of high-strength concrete under uniaxial loading. The ANFIS approach applied to test the data of concrete cylinder test is available in the literature. In this paper, the stress-strain behavior of high-strength concrete subjected to axial load is obtained by using the ANFIS model. It is shown that the present model can predict the stress-strain behavior of concrete accurately by taking into account the effective parameters. The advantage of the proposed approach is that the stress-strain behavior of high-strength concrete can be predicted easily. The results of ANFIS approach are compared with the analytical models given in various studies concerning cylinder tests. The ANFIS approach results given show a good agreement with the experimental results.
dc.language eng
dc.rights info:eu-repo/semantics/closedAccess
dc.title Stress-strain modeling of high-strength concrete by the adaptive network-based fuzzy inference system (ANFIS) approach
dc.type info:eu-repo/semantics/article


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