A Novel Data-Driven Model for the Effect of Mood State on Thermal Sensation

dc.authorid ÖZBEY, Mehmet Furkan/0000-0002-5813-3514
dc.authorid Gokcen Akkurt, Gulden/0000-0002-3444-9610
dc.authorscopusid 56011415300
dc.authorscopusid 57219871456
dc.authorscopusid 57867217400
dc.authorscopusid 56010236400
dc.authorwosid ÖZBEY, Mehmet Furkan/GLU-8252-2022
dc.contributor.author Turhan, Cihan
dc.contributor.author Ozbey, Mehmet Furkan
dc.contributor.author Ceter, Aydin Ege
dc.contributor.author Akkurt, Gulden Gokcen
dc.contributor.other Energy Systems Engineering
dc.contributor.other Mechanical Engineering
dc.date.accessioned 2024-07-05T15:22:33Z
dc.date.available 2024-07-05T15:22:33Z
dc.date.issued 2023
dc.department Atılım University en_US
dc.department-temp [Turhan, Cihan] Atilim Univ, Fac Engn, Dept Energy Syst Engn, TR-06830 Ankara, Turkiye; [Ozbey, Mehmet Furkan; Ceter, Aydin Ege] Atilim Univ, Fac Engn, Dept Mech Engn, TR-06830 Ankara, Turkiye; [Akkurt, Gulden Gokcen] Izmir Inst Technol, Fac Engn, Dept Energy Syst Engn, TR-35430 Izmir, Turkiye en_US
dc.description ÖZBEY, Mehmet Furkan/0000-0002-5813-3514; Gokcen Akkurt, Gulden/0000-0002-3444-9610 en_US
dc.description.abstract Thermal comfort has an important role in human life, considering that people spend most of their lives in indoor environments. However, the necessity of ensuring the thermal comfort of these people presents an important problem, calculating the thermal comfort accurately. The assessment of thermal comfort has always been problematic, from past to present, and the studies conducted in this field have indicated that there is a gap between thermal comfort and thermal sensation. Although recent studies have shown an effort to take human psychology into account more extensively, these studies just focused on the physiological responses of the human body under psychological disturbances. On the other hand, the mood state of people is one of the most significant parameters of human psychology. Thus, this paper investigated the effect of occupants' mood states on thermal sensation; furthermore, it introduced a novel "Mood State Correction Factor" (MSCF) to the existing thermal comfort model. To this aim, experiments were conducted at a mixed-mode building in a university between 15 August 2021 and 15 August 2022. Actual Mean Vote (AMV) and Profile of Mood States (POMS) were used to examine the effect of mood state on thermal sensation. The outcomes of this study showed that in the mood states of very pessimistic and very optimistic, the occupants felt warmer than the calculated one and the MSCFs are calculated as -0.125 and -0.114 for the very pessimistic and very optimistic mood states, respectively. It is worth our time to note that the experiments in this study were conducted during the COVID-19 Global Pandemic and the results of this study could differ in different cultural backgrounds. en_US
dc.description.sponsorship Scientific and Technological Research Council of Turkey (TUuml;BITAK) [120M890] en_US
dc.description.sponsorship This research was funded by The Scientific and Technological Research Council of Turkey (TUBITAK), grant number 120M890. en_US
dc.identifier.citationcount 7
dc.identifier.doi 10.3390/buildings13071662
dc.identifier.issn 2075-5309
dc.identifier.issue 7 en_US
dc.identifier.scopus 2-s2.0-85165630950
dc.identifier.uri https://doi.org/10.3390/buildings13071662
dc.identifier.uri https://hdl.handle.net/20.500.14411/2217
dc.identifier.volume 13 en_US
dc.identifier.wos WOS:001035038500001
dc.institutionauthor Özbey, Mehmet Furkan
dc.institutionauthor Turhan, Cihan
dc.language.iso en en_US
dc.publisher Mdpi en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.scopus.citedbyCount 24
dc.subject adaptive thermal comfort en_US
dc.subject thermal sensation en_US
dc.subject psychology en_US
dc.subject mood states en_US
dc.title A Novel Data-Driven Model for the Effect of Mood State on Thermal Sensation en_US
dc.type Article en_US
dc.wos.citedbyCount 25
dspace.entity.type Publication
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