NCSbench演示:可复制的网络控制系统基准测试平台

Samuele Zoppi, Onur Ayan, Fabio Molinari, Z. Music, Sebastian Gallenmüller, G. Carle, W. Kellerer
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引用次数: 0

摘要

由于微控制器和通信网络的快速技术突破,网络物理系统(CPS)得到了广泛的应用。其中,网络控制系统(NCS)因其在工业操作中的应用而备受关注。在网络控制系统(NCS)中,控制逻辑与用于引导物理系统的传感器和执行器的互连发生在通信网络上。尽管对NCS的研究兴趣很大,但实验结果的可重复性和可比性很难实现。这是由于缺乏完善的模型和方法来结合NCS的理论和实践方面。我们通过提出和演示NCSbench来解决这个问题:NCS的第一个开源可复制基准测试平台。NCSbench可以使用网络化的两轮倒立摆机器人对研究实验进行基准测试。对于每个基准测试实验,测量一组值并用于量化NCS的关键绩效指标(kpi)。在我们的演示中,我们在基于web的图形用户界面上实时可视化基准kpi的演变。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
NCSbench Demo: Reproducible Benchmarking Platform for Networked Control Systems
Cyber-Physical Systems (CPS) are widely spreading thanks to fast-paced technological breakthroughs of microcontrollers and communication networks. Among them, Networked Control Systems (NCS) gained notable attention thanks to their application in industrial operations. In NCS, the interconnection of a control logic with sensors and actuators used to steer a physical system occurs over a communication network. Despite large research interest on NCS, the reproducibility and comparison of experimental results are difficult to achieve. This is caused by the lack of well-established models and methodologies that combine the theoretical and practical aspects of NCS. We tackle this problem by proposing and demonstrating NCSbench: the first open-source reproducible benchmarking platform for NCS. NCSbench enables the benchmarking of research experiments using a networked two-wheeled inverted pendulum robot. For each benchmarking experiment, a set of values is measured and used to quantify the key performance indicators (KPIs) of the NCS. In our demonstration, we visualize in real-time the evolution of the benchmarking KPIs on a web-based Graphical User Interface.
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