2010 · 21 citations · 8 references
ArchitectureArchitectural EngineeringBuilding ScienceBuilding Performance SimulationDesign OptimizationSimulation-based DesignBuilding Energy ModelingBuilding Energy SystemsEnergy SimulationEnergy UseOccupant BehaviorOccupant Behavior ModelingBuilding Energy Performance SimulationBuilding Occupant BehaviorCustomizationEnergyEnergy ConsumptionEnergy Performance SimulationEnergy Simulation ModelingOccupant Activity Modeling
This work introduces personas, descriptions of fictional individuals used in the field of human-computer interac-tion, into the simulation of building performance. The ultimate goal is to reduce the impact of buildings on the environment by helping architects predict the energy de-mand associated with different design options. As energy consumption patterns are largely dependent on human ac-tivities, we previously developed a method to simulate the behavior of individual building occupants. Here we ex-tend the method, allowing occupants to interact with one another. Also, whereas activities generated by the previ-ous method were based on only the recorded schedules of real people, we now use personas as well to customize and diversify occupant behavior. Both occupant interac-tion and behavior customization were achieved via the as-signment of weighting coefficients to activities used for model calibration. Simulation results demonstrate that, by supplying only modest amounts of information, architects may be able to generate plausible interdependent sched-ules specifically tailored to their own projects.
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A fast non-negativity-constrained least squares algorithm
Rasmus Bro, Sijmen de Jong · Journal of Chemometrics · 1997 · 876 citations
User behavior in whole building simulation
Pieter-Jan Hoes, Jlm Jan Hensen, Marcel Loomans et al. · Energy and Buildings · 2008 · 610 citations · Full text
Architecture, Architectural Engineering, Building Science +11