Rule-based Mamdani-type fuzzy modeling of heating and cooling performances of counter-flow Ranque-Hilsch vortex tubes with different geometric construction for steel

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dc.contributor.authorBerber, Adnan
dc.contributor.authorDincer, Kevser
dc.contributor.authorYilmaz, Yusuf
dc.contributor.authorOzen, Dilek Nur
dc.date.accessioned2024-02-23T14:02:46Z
dc.date.available2024-02-23T14:02:46Z
dc.date.issued2013
dc.departmentNEÜen_US
dc.description.abstractIn this study, heating and cooling performances of counter-flow Ranque-Hilsch vortex tubes (RHVT) were experimentally investigated and modeled with a RBMTF (Rule-Based Mamdani-Type Fuzzy) modeling technique. Input parameters (xi, L/D) and output parameters Delta T-h, Delta T-c were described by RBMTF if-then rules. 81 experimental data sets were used in the training step. Numerical parameters of input and output variables were fuzzificated as linguistic variables: Very Very Low (L1), Very Low (L2), Low (L3), Negative Medium (L4), Medium (L5), Positive Medium (L6), High (L7), Very High (L8) and Very Very High (L9) linguistic classes. R-2 for the Delta T-h was found to be 99.60% and R-2 for the Delta T-c was 99.80%. The actual values and RBMTF results indicated that RBMTF can be successfully used for the determination of heating and cooling performances of counter-flow RHVT with different geometric constructions for steel. (C) 2013 Elsevier Ltd. All rights reserved.en_US
dc.description.sponsorshipSelcuk University [BAP 08401034]en_US
dc.description.sponsorshipFinancial support of this study from the research fund of the Selcuk University under Grant No. BAP 08401034 is gratefully acknowledged.en_US
dc.identifier.doi10.1016/j.energy.2013.01.005
dc.identifier.endpage304en_US
dc.identifier.issn0360-5442
dc.identifier.issn1873-6785
dc.identifier.scopus2-s2.0-84875400626en_US
dc.identifier.scopusqualityQ1en_US
dc.identifier.startpage297en_US
dc.identifier.urihttps://doi.org/10.1016/j.energy.2013.01.005
dc.identifier.urihttps://hdl.handle.net/20.500.12452/11841
dc.identifier.volume51en_US
dc.identifier.wosWOS:000317170000030en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherPergamon-Elsevier Science Ltden_US
dc.relation.ispartofEnergyen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectCoolingen_US
dc.subjectHeatingen_US
dc.subjectExperimenten_US
dc.subjectRanque-Hilsch Vortex Tubeen_US
dc.subjectPerformanceen_US
dc.subjectGeometryen_US
dc.titleRule-based Mamdani-type fuzzy modeling of heating and cooling performances of counter-flow Ranque-Hilsch vortex tubes with different geometric construction for steelen_US
dc.typeArticleen_US

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