网络条件对工业物联网系统性能的影响。

R. Bock, K. Uren, G. V. Schoor
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引用次数: 1

摘要

智能制造和工业4.0的发展引起了业界的关注。物联网和网络物理系统在制造环境中的普及意味着在闭环控制中更广泛地连接设备、服务器、传感器和执行器。利用现有的通信网络,如计算机网络和互联网来连接控制器、传感器和执行器,为典型的闭环控制引入了不同的通信行为。本文研究了使用远程系统控制器的不同网络条件对控制过程性能的影响。检查的网络条件是远程控制器的网络节点位置、延迟、数据包延迟方差(抖动)和数据包丢失。一个工业厂房是通过一个电动机系统来模拟的。仿真系统采用了本地控制器和远程控制器。本地控制器负责直接控制和监视电机,包括电机的故障安全功能。遥控器负责控制整个互联系统。在实现延迟缓解和未实现延迟缓解的情况下,测量不同网络条件对系统的性能影响。随着网络条件的恶化,系统的性能以线性,有时是二次的方式下降。系统响应时间与网络时延呈轻微二次关系,抖动与系统响应时间呈线性关系,丢包与系统响应时间呈二次关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance impact of network conditions on an IIoT system.
Advances in smart manufacturing and industry 4.0 have drawn the interest of the industry. The rise in popularity of internet of things and cyber-physical systems in a manufacturing environment meant the broader connection of devices, servers, sensors and actuators within the closed-loop control. The use of existing communication networks such as computer networks and the internet to connect controllers, sensors, and actuators introduces different communication behaviours to the typical closed-loop control. This article examines the impact of different network conditions on the performance of a control process using a remote system controller. Network conditions examined are network node location of the remote controller, latency, packet delay variance (jitter) and packet loss.An industrial plant is emulated through a system of electric motors. The emulated system uses both local controllers and a remote controller. A local controller is responsible for direct control and monitoring of a motor including failsafe features for the motor. The remote controller is responsible for control over the whole interconnected system.The performance impact of different network conditions is measured for a system with and without delay mitigations implemented. As network conditions worsen, the performance of the system degrades in a linear and sometimes quadratic fashion. The relationship between system response time and network latency is slightly quadratic, the relationship between jitter and system response time is linear, and the relationship between packet loss and system response time is quadratic.
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