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dc.contributor.authorKon, Okan
dc.contributor.authorYüksel, Bedri
dc.contributor.authorKaraoğlan, Aslan Deniz
dc.date.accessioned2023-11-01T11:47:39Z
dc.date.available2023-11-01T11:47:39Z
dc.date.issued2022en_US
dc.identifier.issn2155-3289
dc.identifier.issn2155-3297
dc.identifier.urihttps://hdl.handle.net/11363/6163
dc.description.abstractIn this study regression modeling is proposed for calculating the heating and cooling load of the buildings by considering the outdoor meteorological data. For this pupose, Balikesir University Rectorate Building is selected as the case building. In the winter months, measurements were made in the hot water boiler in the basement of the building for the heating energy load. For the cooling energy load, measurements were made in the chiller groups near the building. As climate data, eight variables were considered: outdoor temperature, solar radiation, relative humidity, wind speed, atmospheric pressure, sunshine duration, steam pressure, and 1 m underground temperature. The Minitab statistical analysis program was used to perform the modeling. 55 samples were used for mathematically modeling the heating load, while 37 samples are used for modeling the cooling load. The R-2 (coefficient of determination) values are calculated as 96.2% and 98.94% for cooling load and heating load, respectively. In addition to these findings, ANOVA results for both models were examined and both models were found to be significant.en_US
dc.language.isoengen_US
dc.publisherAMER INST MATHEMATICAL SCIENCES-AIMS, PO BOX 2604, SPRINGFIELD, MO 65801-2604, UNITED STATESen_US
dc.relation.isversionof10.3934/naco.2022021en_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.rightsAttribution-NonCommercial-NoDerivs 3.0 United States*
dc.rights.urihttp://creativecommons.org/licenses/by-nc-nd/3.0/us/*
dc.subjectClimate factorsen_US
dc.subjectheating and cooling energy loaden_US
dc.subjectregression analysisen_US
dc.titleModeling the Relationship between Outdoor Meteorological Data and Energy Consumptions at Heating and Cooling Periods: Application in a University Buildingen_US
dc.typearticleen_US
dc.relation.ispartofNumerical Algebra, Control and Optimizationen_US
dc.departmentMühendislik ve Mimarlık Fakültesien_US
dc.identifier.startpage1en_US
dc.identifier.endpage21en_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.institutionauthorYüksel, Bedri


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