Ayça Duran

Department of Architecture
Web of Science Researcher ID
Compiling Open Datasets to Improve Urban Building Energy Models with Occupancy and Layout Data
Duran, Ayça; Işeri, Orçun Koral; Akgül, Çağla; Kalkan, Sinan; Gürsel Dino, İpek (2022-04-15)
Urban building energy modelling (UBEM) has great potential for assessing the energy performance of the existing building stock and exploring various actions targeting energy efficiency. However, the precision and completen...
Data-driven Analysis of the Impact of Occupants' Preference on Building Performance in Classroom Spaces
Duran, Ayça; Gürsel Dino, İpek (2021-09-10)
Occupant behavior is a prominent factor affecting occupants' well-being indoors. Occupants' thermal satisfaction is subjective, as the sensation of comfort is subjective and depends on physiological factors. Variations in ...
Yapay Sinir Ağları ile Sınıf Mekanlarında Performans Tahmini
Duran, Ayça; Gürsel Dino, İpek (2021-06-29)
Educational facilities account for approximately 12% of the energy consumed by buildings in the US and UK. Classrooms should provide their occupants' satisfactory indoor environments as indoor conditions play a determinant...
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