Rule-Based Mamdani-Type Fuzzy Modelling of Thermal Performance of Wall Types Most Used in Residential Buildings in Turkey

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dc.contributor.authorTosun, M.
dc.contributor.authorDinçer, K.
dc.contributor.authorBaşkaya, Sinem
dc.date.accessioned2020-03-26T18:04:58Z
dc.date.available2020-03-26T18:04:58Z
dc.date.issued2011
dc.departmentSelçuk Üniversitesien_US
dc.description10th International Multidisciplinary Scientific GeoConference SGEM 2010 -- JUN 20-26, 2010 -- Albena, BULGARIAen_US
dc.description.abstractHeat insulation applied on outer wall surfaces of buildings for the purpose of conserving energy, can be analyzed experimentally, mathematically and by using simulation modelling. In this study, simulation modelling of insulation layer (d2), for residential buildings in 81 cities classified into four climatic regions in Turkey was investigated. This stimulus model is constructed into rule-based Mamdani-type fuzzy modelling (RBMTF), using input parameters (U. T.) and output parameter d?, described by RBMTF if-then rules. RBMTF has been designed using the MATLAB 7.04 fuzzy logic toolbox. The d? was predicted using two input parameters: U and T. The values for U,, ranged from 0.4 to 0.7. The values for T, ranged from -43 °C to -3 °C. The values for da ranged from 0.07 to 0.21. Seven linguistic terms were considered for each of the input and output variables, namely Very Low (L1), Low (L2), Negative Medium (L3), Medium (L4), Positive Medium (1.5), High (L6), Very High (L7). R for the testing data were about 97.4%. Overall, RBMTF can be used as a reliable modelling method for thermal performance of multi-layer precast concrete panels used in residential buildings' studies.en_US
dc.description.sponsorshipMinist Environm & Water Bulgaria, Bulgarian Acad Sci, Acad Sci Czech Republ, Acad Sci IR Iran, Latvian Acad Sci, Polish Acad Sci, Russian Acad Sci, Serbian Acad Sci & Arts (SASA), Slovak Acad Sci, Natl Acad Sci Ukraine, Bulgarian Ind Assocen_US
dc.identifier.citationTosun, M., Dinçer, K., Başkaya, S., (2011). Rule-Based Mamdani-Type Fuzzy Modelling of Thermal Performance of Wall Types Most Used in Residential Buildings in Turkey. 10th International Multidisciplinary Scientific Geoconference: Sgem 2010, Vol II, (38), 5553-5560. Doi: 10.1016/j.eswa.2010.10.081
dc.identifier.endpage5560en_US
dc.identifier.issn1314-2704en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage5553en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12395/25242
dc.identifier.volume38
dc.identifier.wosWOS:000288622300044en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.institutionauthorTosun, M.
dc.institutionauthorDinçer, K.
dc.language.isoenen_US
dc.publisherInt Scientific Conference SGEMen_US
dc.relation.ispartof10th International Multidisciplinary Scientific Geoconference: Sgem 2010, Vol IIen_US
dc.relation.ispartofseriesInternational Multidisciplinary Scientific GeoConference-SGEM
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.selcuk20240510_oaigen_US
dc.subjectinsulationen_US
dc.subjectprefabricated panelen_US
dc.subjectthermal analysisen_US
dc.subjectrule-based mamdani-type fuzzy modellingen_US
dc.titleRule-Based Mamdani-Type Fuzzy Modelling of Thermal Performance of Wall Types Most Used in Residential Buildings in Turkeyen_US
dc.typeConference Objecten_US

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