网络边缘上的联合模拟数字孪生:以队列为例

Maurizio Palmieri, C. Quadri, A. Fagiolini, G. P. Rossi, C. Bernardeschi
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引用次数: 0

摘要

本文提出了一种为分布式多智能体网络物理系统创建高保真数字孪生模型的方法,该方法基于由不同建模语言生成的仿真组件的组合,每种建模语言都针对子系统的特定领域进行了定制。该方法专门针对无线通信领域,利用Python模块作为模拟组件来评估被分析系统的分布式元素之间网络延迟的影响。一个案例研究中,四辆车跟随一辆领先的汽车,全部在Simulink中建模,用于展示该方法的适用性,允许比较车对车通信与集中式多访问边缘计算范例。
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Co-simulated Digital Twin on the Network Edge: the case of platooning
This paper presents an approach to create high fidelity Digital-Twin models for distributed multi-agent cyber-physical systems based on the combination of simulating components, generated from different modeling languages, each tailored for the specific domain of the subsystem. The approach specifically addresses the wireless communication domain, exploiting a Python module as a simulating component to evaluate the impact of network delay among the distributed elements of the system under analysis. A case study with a platoon of four vehicles following a leading car, all modeled in Simulink, is used to show the applicability of the approach, allowing the comparison between a Vehicle-to-Vehicle communication against a centralized multi-access edge computing paradigm.
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