Rule-based Mamdani-type fuzzy modelling of thermal performance of fintube evaporator under frost conditions

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dc.contributor.authorOzen, Dilek Nur
dc.contributor.authorAltinisik, Kemal
dc.contributor.authorDincer, Kevser
dc.contributor.authorAtes, Ali
dc.contributor.authorSertkaya, Ahmet Ali
dc.contributor.authorTolu, Muhammed Emin
dc.date.accessioned2024-02-23T14:16:48Z
dc.date.available2024-02-23T14:16:48Z
dc.date.issued2016
dc.departmentNEÜen_US
dc.description1st International Conference on the Sustainable Energy and Environment Development (SEED) -- MAY 17-19, 2016 -- Krakow, POLANDen_US
dc.description.abstractFrost formation brings about insulating effects over the surface of a heat exchanger and thereby deteriorating total heat transfer of the heat exchanger. In this study, a fin-tube evaporator is modeled by making use of Rule-based Mamdani-Type Fuzzy (RBMTF) logic where total heat transfer, air inlet temperature of 2 degrees C to 7 degrees C and four different fluid speed groups (ual=1; 1.44; 1.88 m s-1, ua2=2.32; 2.76 m s-1, ua3=3.2; 3.64 m s-1, ua4=4.08; 4.52; 4.96 m s-1) for the evaporator were taken into consideration. In the developed RBMTF system, outlet parameter UA was determined using inlet parameters Ta and ua. The RBMTF was trained and tested by using MATLAB (R) fuzzy logic toolbox. R-2 (%) for the training data and test data were found to be 99.91%. With this study, it has been shown that RBMTF model can be reliably used in determination of a total heat transfer of a fm-tube evaporator.en_US
dc.description.sponsorshipHead Minist Sci & Higher Educ,Minist Energy,Minist Environm,Natl Fund Environm Protect & Water Management,Energy Regulatory Off,Natl Ctr Res & Dev,Head Malopolska Prov Off,Marshal Malopolska Reg,Municipality Krakow,Natl Contact Point,AGH UST Rector,EDFPolska,Cieplo Krakowa,CC Poland Plus,MetalERG,RWE Polska,Fdn Inst Sustainable Energy,AGH UST, Fac Energy & Fuelsen_US
dc.identifier.doi10.1051/e3sconf/20161000097
dc.identifier.issn2267-1242
dc.identifier.scopus2-s2.0-85013483744en_US
dc.identifier.urihttps://doi.org/10.1051/e3sconf/20161000097
dc.identifier.urihttps://hdl.handle.net/20.500.12452/12809
dc.identifier.volume10en_US
dc.identifier.wosWOS:000392270000096en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherE D P Sciencesen_US
dc.relation.ispartof1st International Conference On The Sustainable Energy And Environment Development (Seed 2016)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subject[Keyword Not Available]en_US
dc.titleRule-based Mamdani-type fuzzy modelling of thermal performance of fintube evaporator under frost conditionsen_US
dc.typeConference Objecten_US

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