A NUMERICAL STUDY FOR PREDICTION OF FORMING LOAD AND EXPERIMENTAL VERIFICATION OF BIMETALLIC DISC UPSETTING

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dc.authoridAYER, ONDER/0000-0001-8970-145X
dc.authoridAYER, ONDER/0000-0001-8970-145X
dc.authorwosidAYER, ONDER/HGD-5388-2022
dc.authorwosidAYER, ONDER/ABA-3901-2020
dc.contributor.authorAyer, Onder
dc.date.accessioned2024-06-12T10:52:35Z
dc.date.available2024-06-12T10:52:35Z
dc.date.issued2017
dc.departmentTrakya Üniversitesien_US
dc.description.abstractForming of disc samples composed from aluminium and copper in performed study was examined with upsetting procedure. An approach for prediction deformation load of upsetting processes is developed. This study combines the finite element method model, neural network model and upper bound method to simulate and predict the deformation load in upsetting of bimetallic materials. The Finite Element Method (FEM) results were obtained from DEFORM-3D software and they were compared and validated with experiments by taking forming load into consideration. Also, Artificial Neural Network (ANN) model was used to analyze and predict the forming load for different process parameters. The Upper Bound (UB) model was also proposed to estimate the forming load and the results were compared with experiments. It was understood that calculated results were in concordance with experimental results in upsetting of bimetallic hollow discs. Thus, proposed ANN, FEM and UB models provide a valuable insight into the parameters affecting forming load and can be named as useful tools to predict the forming load without the need of any experiments.en_US
dc.identifier.doi10.17559/TV-20160130154750
dc.identifier.endpage1688en_US
dc.identifier.issn1330-3651
dc.identifier.issn1848-6339
dc.identifier.issue6en_US
dc.identifier.scopus2-s2.0-85036668674en_US
dc.identifier.scopusqualityQ3en_US
dc.identifier.startpage1679en_US
dc.identifier.urihttps://doi.org/10.17559/TV-20160130154750
dc.identifier.urihttps://hdl.handle.net/20.500.14551/18763
dc.identifier.volume24en_US
dc.identifier.wosWOS:000417121700006en_US
dc.identifier.wosqualityQ4en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherUniv Osijek, Tech Facen_US
dc.relation.ispartofTehnicki Vjesnik-Technical Gazetteen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectArtificial Neural Network (ANN)en_US
dc.subjectBimetallic Materialsen_US
dc.subjectDEFORM-3Den_US
dc.subjectFinite Element Method (FEM)en_US
dc.subjectLoad Analysisen_US
dc.subjectUpper Bound Method (UB)en_US
dc.subjectUpsettingen_US
dc.subjectRing Compression Testen_US
dc.subjectUpper-Bound Methoden_US
dc.subjectNeural-Networken_US
dc.subjectElement-Analysisen_US
dc.subjectTaguchi Methoden_US
dc.subjectExtrusionen_US
dc.subjectBilletsen_US
dc.subjectFemen_US
dc.subjectOptimizationen_US
dc.subjectWorkabilityen_US
dc.titleA NUMERICAL STUDY FOR PREDICTION OF FORMING LOAD AND EXPERIMENTAL VERIFICATION OF BIMETALLIC DISC UPSETTINGen_US
dc.typeArticleen_US

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