Modeling space preferences for accurate occupancy prediction during the design phase
- Title
- Modeling space preferences for accurate occupancy prediction during the design phase
- Author
- 차승현
- Keywords
- Occupancy prediction; Occupant behavior; Building simulation; Space utilization; Spatial choice behavior
- Issue Date
- 2018-09
- Publisher
- ELSEVIER SCIENCE BV
- Citation
- AUTOMATION IN CONSTRUCTION, v. 93, page. 135-147
- Abstract
- The accurate prediction of occupancy during the design phase of a building helps architects to improve space efficiency by eliminating the possible under-utilization and over-crowding of space during the design use phase. However, existing models exhibit limited accuracy in occupancy prediction. A major reason for this limitation is that spatial-choice behavior is ignored or oversimplified. We therefore developed a space-preference model to explain spatial-choice behavior, with a particular focus on individual work-related activities. For this purpose, we conducted a discrete-choice experiment: 2048 observations of spatial choices were collected, and a conditional logit model was used to model space preferences. The application of the space-preference model was illustrated by two case examples, with which the merits of the model were highlighted. It was then validated in a predictive success test and a case study. The model will help architects to assess potential over-crowding and under-utilization of space according to different design options.
- URI
- https://www.sciencedirect.com/science/article/pii/S0926580517304612?via%3Dihubhttps://repository.hanyang.ac.kr/handle/20.500.11754/119897
- ISSN
- 0926-5805; 1872-7891
- DOI
- 10.1016/j.autcon.2018.05.001
- Appears in Collections:
- COLLEGE OF HUMAN ECOLOGY[S](생활과학대학) > INTERIOR ARCHITECTURE DESIGN(실내건축디자인학과) > Articles
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