Modeling and comparison of failure load with FEM and ANNs

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dc.contributor.authorOrcen, Gurbet
dc.contributor.authorBingol, Sedat
dc.contributor.authorGur, Mustafa
dc.date.accessioned2024-04-24T17:14:32Z
dc.date.available2024-04-24T17:14:32Z
dc.date.issued2016
dc.departmentDicle Üniversitesien_US
dc.description.abstractIn this study, failure analysis was researched in woven glass fiber-reinforced epoxy resin composite plates jointed with two parallel pins under the effect of seawater. The effects of immersion time in seawater and changes in joint geometry on first failure loads were experimentally examined. In addition to this, the experimental results were compared with the results of the finite element analysis and artificial neural network modeling. The specimens were immersed in seawater for periods of 0, 3, and 6 months to observe the effects of seawater. For joint geometry, the parameters of the edge distance-to-upper hole diameter (E/D), the two hole-to-hole center diameter (K/D), the distance from the upper or the lower edge of the specimen to the center of the hole-to-hole diameter (M/D), and the width of the specimen-to-hole diameter (W/D) ratios were selected. In the numerical analysis, the finite elements models of the specimens were realized with the ANSYS 11.0 finite elements modeling and the Tsai-Wu failure criteria were used to predict the first failure loads. The comparison made in this study, results of the experimental, the finite element analysis, and artificial neural network modeling were compared and were found to be in good agreement for the first failure load.en_US
dc.identifier.doi10.1177/0021998315580827
dc.identifier.endpage683en_US
dc.identifier.issn0021-9983
dc.identifier.issn1530-793X
dc.identifier.issue5en_US
dc.identifier.scopus2-s2.0-84958171791en_US
dc.identifier.scopusqualityQ2en_US
dc.identifier.startpage673en_US
dc.identifier.urihttps://doi.org/10.1177/0021998315580827
dc.identifier.urihttps://hdl.handle.net/11468/18044
dc.identifier.volume50en_US
dc.identifier.wosWOS:000370416500009
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherSage Publications Ltden_US
dc.relation.ispartofJournal of Composite Materialsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectFirst Failure Loaden_US
dc.subjectFailure Analysisen_US
dc.subjectSeawater Effectsen_US
dc.subjectPinned Jointen_US
dc.subjectComposite Platesen_US
dc.subjectAnn Modelingen_US
dc.titleModeling and comparison of failure load with FEM and ANNsen_US
dc.typeArticleen_US

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