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A Methodology for Simulating Synthetic Populations for the Analysis of Socio-technical Infrastructures

机译:一种模拟合成群体分析社会技术基础设施的方法

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Modelling socio-technical systems in which a population of heterogeneous agents generates demand for infrastructure services requires a synthetic population of agents consistent with aggregate characteristics and distributions. A synthetic population can be created by generating individual agents with properties and rules based on a scenario definition. Simulation results fine-tune this process by comparing system level behaviour with external data, after which the emergent behaviour can be used for analysis and optimisation of planning and operation. An example of electricity demand profiles is used to illustrate the approach.
机译:建模社会技术系统,其中异质剂群体产生基础设施服务的需求,需要与总特征和分布一致的合成代理商。可以通过基于方案定义生成具有属性和规则的个别代理来创建合成群体。仿真结果通过将系统级别的行为与外部数据进行比较来微调这一过程,之后可以用于分析和优化规划和操作。用电力需求配置文件的示例用于说明这种方法。

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