Estimation of entropy generation for ag-mgo/water hybrid nanofluid flow through rectangular minichannel by using artificial neural network

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dc.contributor.authorUysal, Cüneyt
dc.contributor.authorKorkmaz, Mehmet Erdi
dc.date.accessioned2024-09-29T16:33:24Z
dc.date.available2024-09-29T16:33:24Z
dc.date.issued2019
dc.departmentKarabük Üniversitesien_US
dc.description.abstractThe convective heat transfer and entropy generation characteristics of Ag-MgO/water hybrid nanofluid flow through rectangular minichannel were numerically investigated. The Reynolds number was in the range of 200 to 2000 and different nanoparticle volume fractions were varied between = 0.005 and 0.02. In addition, Artificial Neural Network was used to create a model for estimating of entropy generation of Ag-MgO/water hybrid nanofluid flow. As a result, it was found that the convective heat transfer coefficient for = 0.02 Ag-MgO/water hybrid nanofluid is 21.29% higher than that of pure water, at Re=2000. Total entropy generation of Ag-MgO/water hybrid nanofluid increased with increasing nanoparticle volume fraction. The results obtained by ANN showed good agreement with the numerical results obtained in this study.en_US
dc.identifier.endpage51en_US
dc.identifier.issn1302-0900
dc.identifier.issue1en_US
dc.identifier.startpage41en_US
dc.identifier.trdizinid315513en_US
dc.identifier.urihttps://search.trdizin.gov.tr/tr/yayin/detay/315513
dc.identifier.urihttps://hdl.handle.net/20.500.14619/11846
dc.identifier.volume22en_US
dc.indekslendigikaynakTR-Dizinen_US
dc.language.isoenen_US
dc.relation.ispartofPoliteknik Dergisien_US
dc.relation.publicationcategoryMakale - Ulusal Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectMühendisliken_US
dc.subjectElektrik ve Elektroniken_US
dc.subjectBilgisayar Bilimlerien_US
dc.subjectYazılım Mühendisliğien_US
dc.subjectMühendisliken_US
dc.subjectMakineen_US
dc.subjectMühendisliken_US
dc.subjectJeolojien_US
dc.subjectBilgisayar Bilimlerien_US
dc.subjectBilgi Sistemlerien_US
dc.subjectBilgisayar Bilimlerien_US
dc.subjectDonanım ve Mimarien_US
dc.subjectMühendisliken_US
dc.subjectKimyaen_US
dc.titleEstimation of entropy generation for ag-mgo/water hybrid nanofluid flow through rectangular minichannel by using artificial neural networken_US
dc.typeArticleen_US

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