Minimizing Age of Information for Distributed Control in Smart Grids

Leonard Fisser, A. Timm‐Giel
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引用次数: 1

Abstract

Exchanging information between actively-managed components is key for establishing distributed control schemes in future Low Voltage Distribution Grids (LVDGs). Each node's measurements and control data has to be disseminated to all other nodes in the electrical grid, to allow for safe operation and control. However, periodic all-to-all flooding procedures are challenging for wireless communication networks and especially so, if end-to-end reliability is required. The effectiveness of a flooding protocol is well captured in the Age of Information (AoI) performance indicator, combining the time it took to disseminate a data chunk and the time in between updates. Existing flooding protocols are not concerned with keeping AoI low in scenarios where status updates have to be continuously distributed. We propose a novel Parallel Sequential All-to-All Flooding (PSAA) protocol which is tailored to LVDGs and tries to minimize the average AoI. Special focus is given to the relation between AoI and retransmissions which are necessitated by unreliable communication channels. We show that PSAA is able to significantly outperform simple flooding schemes in characteristic LVDG topologies. Extensive simulation studies highlight the interaction between retransmission timer and AoI.
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智能电网分布式控制的信息年龄最小化
主动管理组件之间的信息交换是未来低压配电网(lvdg)建立分布式控制方案的关键。每个节点的测量和控制数据必须传播到电网中的所有其他节点,以保证安全运行和控制。然而,对于无线通信网络来说,周期性的全对全渗透过程是具有挑战性的,尤其是在需要端到端可靠性的情况下。信息时代(AoI)性能指标结合了传播数据块所需的时间和更新之间的时间,很好地捕捉了泛洪协议的有效性。现有的泛洪协议并不关心在状态更新必须持续分发的情况下保持低AoI。我们提出了一种新的并行顺序全对全泛洪(PSAA)协议,该协议针对lvdg量身定制,并试图最小化平均AoI。特别关注了由于通信信道不可靠而导致的AoI和重传之间的关系。我们表明,PSAA能够在特征LVDG拓扑中显著优于简单的泛洪方案。大量的仿真研究强调了重传定时器和AoI之间的相互作用。
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