Artificial Neural Network approach to predict mechanical properties of hot rolled, nonresulfurized, AISI 10xx series carbon steel bars

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dc.contributor.authorOzerdem, Mehmet Sirac
dc.contributor.authorKolukisa, Sedat
dc.date.accessioned2024-04-24T16:15:09Z
dc.date.available2024-04-24T16:15:09Z
dc.date.issued2008
dc.departmentDicle Üniversitesien_US
dc.description.abstractIn this study, Artificial Neural Network approach to predict mechanical properties of, hot rolled, nonresulfurized, AISI 10xx series carbon steel bars were obtained using a back-propagation neural network that uses gradient descent learning algorithm. In Artificial Neural Network training module, C%, Si%, Mn% contents were employed as input and tensile strength, yield strength, elongation, reduction in area, hardness were used as outputs. ANN system was trained using the prepared training set (also known as learning set). After training process, the test data were used to check system accuracy. As a result the neural network was found successful for the prediction of mechanical properties of, hot rolled, nonresulfurized, AISI 10xx series carbon steels under given conditions. (C) 2007 Elsevier B.V. All rights reserved.en_US
dc.identifier.doi10.1016/j.jmatprotec.2007.06.071
dc.identifier.endpage439en_US
dc.identifier.issn0924-0136
dc.identifier.issue1-3en_US
dc.identifier.scopus2-s2.0-37549005171
dc.identifier.scopusqualityQ1
dc.identifier.startpage437en_US
dc.identifier.urihttps://doi.org/10.1016/j.jmatprotec.2007.06.071
dc.identifier.urihttps://hdl.handle.net/11468/15678
dc.identifier.volume199en_US
dc.identifier.wosWOS:000253005100054
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoenen_US
dc.publisherElsevier Science Saen_US
dc.relation.ispartofJournal of Materials Processing Technology
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectArtificial Neural Networken_US
dc.subjectPrediction Of Mechanical Propertiesen_US
dc.subject10xx Series Steel Barsen_US
dc.titleArtificial Neural Network approach to predict mechanical properties of hot rolled, nonresulfurized, AISI 10xx series carbon steel barsen_US
dc.titleArtificial Neural Network approach to predict mechanical properties of hot rolled, nonresulfurized, AISI 10xx series carbon steel bars
dc.typeArticleen_US

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