TY - JOUR
T1 - JOIN
T2 - an integrated platform for joint simulation of occupant-building interactions
AU - Schaumann, Davide
AU - Moon, Seonghyeon
AU - Usman, Muhammad
AU - Goldstein, Rhys
AU - Breslav, Simon
AU - Khan, Azam
AU - Faloutsos, Petros
AU - Kapadia, Mubbasir
N1 - Publisher Copyright: © 2019 Informa UK Limited, trading as Taylor & Francis Group.
PY - 2020/7/3
Y1 - 2020/7/3
N2 - Several approaches exist for simulating building properties (e.g. temperature, noise) and human occupancy (e.g. movement, actions) in an isolated fashion, providing limited ability to represent how environmental features affect human behaviour and vice versa. To systematically model building-occupant interactions, several requirements must be met, including the modelling of (a) interdependent multi-domain phenomena ranging from temperature and sound changes to human movement, (b) high-level occupant planning and low-level steering behaviours, (c) environmental and occupancy phenomena that unfold at different time scales, and (d) multiple strategies to represent occupancy using established models. In this work, we propose an integrated platform that satisfies the aforementioned requirements thus enabling the joint simulation of building-occupant interactions. To this end, we combine the benefits of a model-independent, discrete-event, general-purpose framework with an established crowd simulator. Our platform provides insights on a building’s performance while accounting for alternative design features and modelling strategies.
AB - Several approaches exist for simulating building properties (e.g. temperature, noise) and human occupancy (e.g. movement, actions) in an isolated fashion, providing limited ability to represent how environmental features affect human behaviour and vice versa. To systematically model building-occupant interactions, several requirements must be met, including the modelling of (a) interdependent multi-domain phenomena ranging from temperature and sound changes to human movement, (b) high-level occupant planning and low-level steering behaviours, (c) environmental and occupancy phenomena that unfold at different time scales, and (d) multiple strategies to represent occupancy using established models. In this work, we propose an integrated platform that satisfies the aforementioned requirements thus enabling the joint simulation of building-occupant interactions. To this end, we combine the benefits of a model-independent, discrete-event, general-purpose framework with an established crowd simulator. Our platform provides insights on a building’s performance while accounting for alternative design features and modelling strategies.
KW - Multi-agent system
KW - building occupancy
KW - crowd simulation
KW - discrete-event paradigm
KW - environmental phenomena
KW - general-purpose simulator
KW - multi-timescale representation
UR - http://www.scopus.com/inward/record.url?scp=85073789244&partnerID=8YFLogxK
U2 - https://doi.org/10.1080/00038628.2019.1662767
DO - https://doi.org/10.1080/00038628.2019.1662767
M3 - مقالة
SN - 0003-8628
VL - 63
SP - 339
EP - 350
JO - Architectural Science Review
JF - Architectural Science Review
IS - 3-4
ER -