网络物理配电网中配电系统状态估计与虚假数据注入的综合研究

IF 1.7 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS
Poornachandratejasvi Laxman Bhattar, Naran M. Pindoriya, Anurag Sharma
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引用次数: 8

摘要

可再生能源在配电系统中的渗透需要在配电系统中大量部署监测和控制基础设施。传感器和通信基础设施的部署导致了具有复杂信息物理网络的现代网格的出现。一方面,网络物理系统可以通过配电系统状态估计(DSSE)在配电系统的协调和控制中发挥关键作用。另一方面,网络攻击风险已成为电网运行面临的重大挑战。建模方面,即DSSE中的直流负载,插电式车辆和分布式发电机(dg)以及网络物理配电系统中的安全方面,在此强调。本文分为不同的部分,强调与DSSE相关的问题和挑战,主要关注虚假数据注入(FDI)攻击的影响的网络攻击以及用于调查网络物理系统漏洞的联合仿真平台。讨论了各种DSSE的比较研究和挑战,即伪测量、时间同步和通信问题。本文还讨论了对FDI的潜在调查以及对分销系统风险分析联合模拟平台的需求。深入讨论了网络物流配送系统领域的机遇和未来的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A combined survey on distribution system state estimation and false data injection in cyber-physical power distribution networks

A combined survey on distribution system state estimation and false data injection in cyber-physical power distribution networks

The penetration of renewable energy sources (RES) in distribution systems has entailed heavy deployment of monitoring and control infrastructure in the distribution system. This deployment of sensors and communication infrastructure has led to the emergence of a modern grid with a complex cyber-physical network. On one hand, the cyber-physical system can play a pivotal role in coordination and control of distribution systems through distribution system state estimation (DSSE). On the other hand, the risk caused by cyber-attack has emerged as a major challenge for grid operation. The modelling aspects, namely DC loads, plug-in-vehicle and distributed generators (DGs) in DSSE and security aspects in cyber-physical distribution systems, are highlighted herein. This paper is divided into different sections emphasising on the problems and challenges associated with DSSE, cyber-attack focussing primarily on impact of false data injection (FDI) attack and co-simulation platform for investigation of vulnerability of cyber-physical systems. A comparative study among various DSSE and challenges namely, pseudo-measurement, time synchronisation and communication issues are discussed. The potential investigation of FDI and need for a co-simulation platform in distribution systems for risk analysis are also addressed. The opportunities and future research in the field of cyber-physical distribution systems are discussed in depth.

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来源期刊
IET Cyber-Physical Systems: Theory and Applications
IET Cyber-Physical Systems: Theory and Applications Computer Science-Computer Networks and Communications
CiteScore
5.40
自引率
6.70%
发文量
17
审稿时长
19 weeks
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