动态无线网络重构在核反应堆控制系统中的应用

Wenchen Wang, D. Mossé, D. Cole, J. Pickel
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引用次数: 4

摘要

使用传感器和无线网络的控制系统变得越来越普遍,因为它易于部署(没有电线和电力)和维护(更长的使用寿命)。然而,干扰和噪声可能导致延迟和数据包丢失,从而降低控制系统的性能,这导致我们找到最佳的网络配置,以尽量减少这种影响。控制系统无线网络的另一个问题是由时变故障模式引起的,这促使我们在运行时进行网络重构。我们专注于嵌入式网络和网络物理系统(CPS)中的在线无线网络重构,主要有四个贡献:(1)设计和实现了一个具有离线和在线组件的新型网络重构框架,该框架考虑了时间相关链路故障;(2)网络不完善模型;(3)六种无线控制系统在线重构算法;(4)一个控制非线性小型模块化核反应堆的12跃点和多达50个节点的案例研究。我们的网络不完善模型是准确的(与0.993 Pearson相关),我们的在线重构算法比最先进的静态方案具有更小的误差和更长的网络寿命。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Wireless Network Reconfiguration for Control System applied to a Nuclear Reactor Case Study
Control systems using sensors and wireless networks are becoming more prevalent, due to its ease of deployment (no wires and no electricity) and maintenance (longer lifetime). However, interference and noise can cause delays and packet losses that can degrade control system performance, which leads us to find the optimal network configuration to minimize that impact. Another problem of wireless networks for control systems is caused by time-varying fault patterns, which motivates us to do network reconfiguration at runtime. We focus on the online wireless network reconfiguration in an embedded networked and cyber-physical system (CPS), with four main contributions: (1) the design and implementation of a novel network reconfiguration framework with offline and online components that consider time-correlated link failures; (2) a network imperfection model; (3) six online reconfiguration algorithms for wireless control system; (4) a case study with 12 hops and up to 50 nodes that controls a nonlinear small modular nuclear reactor. Our network imperfection model is accurate (with 0.993 Pearson correlation) and our online reconfiguration algorithms have smaller error and longer network lifetime than a state-of-the-art static scheme.
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