Investigation of using fuzzy logic to model occupant satisfaction and behavior in a building

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dc.contributor.authorCalis G.
dc.contributor.authorGoktepe A.B.
dc.contributor.authorBayram I.
dc.date.accessioned2019-10-26T21:23:20Z
dc.date.available2019-10-26T21:23:20Z
dc.date.issued2015
dc.departmentEge Üniversitesien_US
dc.description11th International Conference on Artificial Intelligence Applications and Innovations, AIAI 2015 -- 14 September 2015 through 17 September 2015 -- 118242en_US
dc.description.abstractOccupant satisfaction with indoor environmental conditions are in close relation to energy consumption in buildings. Despite the increasing efforts to maintain thermal comfort conditions in buildings with control strategies, occupants are not usually satisfied, and, thus, change their behavior which generally interfere with building operation systems. Therefore, modeling and characterizing occupant satisfaction and behavior are important considerations in the building energy use. However, occupant satisfaction and behavior as well as indoor environmental conditions have serious amount of uncertainty, and, thus, it is difficult to simulate them via traditional techniques. In this study, a total of 8 tests were conducted to monitor indoor environmental conditions in an educational building. A questionnaire was distributed during the monitoring period in order to understand the satisfaction level of occupants as well as their behavior preference. The results are utilized to model occupant behavior where fuzzy logic is preferred to tackle the uncertainty in the model parameters. Results denote that there is a significant potential of utilizing fuzzy logic to model occupant behavior under uncertain conditions similar to the real life.en_US
dc.identifier.endpage45en_US
dc.identifier.issn1613-0073
dc.identifier.issn1613-0073en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage32en_US
dc.identifier.urihttps://hdl.handle.net/11454/17058
dc.identifier.volume1539en_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherCEUR-WSen_US
dc.relation.ispartofCEUR Workshop Proceedingsen_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectBehavioren_US
dc.subjectFuzzy logicen_US
dc.subjectIndoor environmental conditionsen_US
dc.subjectModelingen_US
dc.subjectOccupant satisfactionen_US
dc.titleInvestigation of using fuzzy logic to model occupant satisfaction and behavior in a buildingen_US
dc.typeConference Objecten_US

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