Complexity · 2021 · 15 citations · 12 references
ArchitectureUrban StudiesBuilt EnvironmentPhysiological Systems ModelingSimulation-based DesignAgent-based ModelingAgent-based SimulationComputational ModelingDigital Twin DesignCity Digital TwinsDigital Twin ArchitectureDigital Twin DevelopmentDigital Twin ModelingDigital Twin SimulationDigital TwinsDigital Twins In PhysiologyUrban Digital Twin Modeling
In this paper, the Camp Nou stadium is used as a testbed for City Physiology, a theoretical framework for urban digital twins. With this case study, the modularity and adaptability of the framework, originally intended for city‐scale simulations, are tested on a large facility venue. As a proof of concept, several statistical techniques and an agent‐based simulation platform are coupled to simulate a crowd in the stadium, and a process of four steps is followed to build the case study. Both the conceptual (interdomain) and technical (domain specific) layers of the digital twin are defined and connected in a nonlinear process so that they represent the complexity of the object to be simulated. The result obtained is a strategy to build a digital twin from the domain point of view, paving the way for more complex, more ambitious simulators.
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Learning the parts of objects by non-negative matrix factorization
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