Impact of False Data Injection Attacks in Wide Area Damping Control

A. Saini, P. Bhui, A. Singh, F. Haq, Chakravarthi Kotakonda
{"title":"Impact of False Data Injection Attacks in Wide Area Damping Control","authors":"A. Saini, P. Bhui, A. Singh, F. Haq, Chakravarthi Kotakonda","doi":"10.1109/NPSC57038.2022.10069455","DOIUrl":null,"url":null,"abstract":"Wide area measurement based damping controllers are used to mitigate the inter-area oscillations in a large geographically distributed power system. The performance of wide area damping control (WADC) heavily relies on cyber and physical infrastructure. As the measured input signals used in WADC are transferred to the controller location via a communication channel, it is prone to cyber-attacks. The attacker can inject malicious data into the WADC measurements and/or control signals. This paper focuses on modeling and analyzing the impact of different types of false data injection (FDI) attacks on the WADC control signals, namely, sinusoidal attack, triangular attack, saw-tooth attack, ramp attack, pulse attack, random attack, and replay attack. The control architecture for analyzing these attacks consists of power system stabilizers placed on each generator for damping of local modes and an $H_{2}/ H_{\\infty} $ based WADC controller for damping of inter-area modes in Kundur’s 4-machine 2-area test system. Different types of attacks were compared for their severity, and it has been found that a sinusoidal attack has the highest severity of all the analyzed FDI attacks. The results obtained in this paper will be useful in implementing the cyber-attack detection and mitigation algorithms.","PeriodicalId":162808,"journal":{"name":"2022 22nd National Power Systems Conference (NPSC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 22nd National Power Systems Conference (NPSC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/NPSC57038.2022.10069455","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Wide area measurement based damping controllers are used to mitigate the inter-area oscillations in a large geographically distributed power system. The performance of wide area damping control (WADC) heavily relies on cyber and physical infrastructure. As the measured input signals used in WADC are transferred to the controller location via a communication channel, it is prone to cyber-attacks. The attacker can inject malicious data into the WADC measurements and/or control signals. This paper focuses on modeling and analyzing the impact of different types of false data injection (FDI) attacks on the WADC control signals, namely, sinusoidal attack, triangular attack, saw-tooth attack, ramp attack, pulse attack, random attack, and replay attack. The control architecture for analyzing these attacks consists of power system stabilizers placed on each generator for damping of local modes and an $H_{2}/ H_{\infty} $ based WADC controller for damping of inter-area modes in Kundur’s 4-machine 2-area test system. Different types of attacks were compared for their severity, and it has been found that a sinusoidal attack has the highest severity of all the analyzed FDI attacks. The results obtained in this paper will be useful in implementing the cyber-attack detection and mitigation algorithms.
虚假数据注入攻击对广域阻尼控制的影响
基于广域测量的阻尼控制器用于缓解大型地理分布式电力系统的区域间振荡。广域阻尼控制的性能在很大程度上依赖于网络和物理基础设施。由于在WADC中使用的测量输入信号是通过通信通道传输到控制器位置的,因此容易受到网络攻击。攻击者可以将恶意数据注入到WADC测量和/或控制信号中。本文重点建模和分析了不同类型的虚假数据注入(FDI)攻击对WADC控制信号的影响,即正弦攻击、三角攻击、锯齿攻击、斜坡攻击、脉冲攻击、随机攻击和重放攻击。用于分析这些攻击的控制体系结构包括放置在每个发电机上的电力系统稳定器,用于阻尼局部模式,以及基于$H_{2}/ H_{\infty} $的WADC控制器,用于在Kundur的4机2区测试系统中阻尼区域间模式。对不同类型的攻击进行了严重程度的比较,发现正弦攻击在所有分析的FDI攻击中具有最高的严重程度。本文的研究结果将有助于实现网络攻击检测和缓解算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信