Paper Conference

Proceedings of Building Simulation 2017: 15th Conference of IBPSA


Simulating the Behavior of Building Occupants using Multi-agent Narratives: A Preliminary Study in a Generic Hospital Ward

Davide Schaumann1, Simon Breslav2, Rhys Goldstein2, Azam Khan2, Yehuda E. Kalay1
1Technion – Israel Institute of Technology,Faculty of Architecture and Town Planning, Haifa, Israel
2Autodesk Research, Complex Systems Research Group, Toronto, Canada

Abstract: In architectural design it is of cardinal importance to anticipate how people will use a building prior to its construction and occupation. Conventional multiagent simulation methods represent occupant movement and activities to assess the day-to-day performance of households and office buildings. In these environments, behavior is usually driven by individual schedules or comfort-related actions. In other kinds of settings, such as hospitals, airports, or factories, behavior is driven by codified sets of collaborative procedures which dynamically adapt to the spatial and social context. To address these building types, we propose a narrative-based approach whereby a variety of behavior patterns involving multiple occupants can be simulated and visualized. A scheduling method coordinates the narratives using Operations Research techniques. The method is demonstrated through a preliminary study, which involved collecting data in an existing hospital environment, modeling narratives computationally, and simulating them in an abstracted layout of a generic hospital ward.
Pages: 1844 - 1853