Security Performance of MOSMLFC Power System Under Historical-Frequency-Triggered DoS Attacks

IF 6.4 2区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS IEEE Transactions on Automation Science and Engineering Pub Date : 2024-08-30 DOI:10.1109/TASE.2024.3446883
Siwei Qiao;Xinghua Liu;Gaoxi Xiao;Meng Zhang;Yu Kang;Shuzhi Sam Ge
{"title":"Security Performance of MOSMLFC Power System Under Historical-Frequency-Triggered DoS Attacks","authors":"Siwei Qiao;Xinghua Liu;Gaoxi Xiao;Meng Zhang;Yu Kang;Shuzhi Sam Ge","doi":"10.1109/TASE.2024.3446883","DOIUrl":null,"url":null,"abstract":"A memory output sliding mode load frequency control (MOSMLFC) strategy is proposed for multi-area interconnected power systems under historical-frequency-triggered denial-of-service (DoS) attacks. Due to the use of the open network, the multi-area power system is prone to cyber-attacks. Different types of attack models have been built to describe the actual attack behavior, so that effective strategies can be quickly formulated in the event of an attack. Therefore, a historical-frequency-triggered DoS attacks model is presented from the perspective of attackers, with the aim of destroying the stable state of the multi-area power system. It is assumed that attackers determine the timing of DoS attacks by monitoring the operational status of multi-area power systems and designing the triggering condition with historical frequency. A MOSMLFC strategy is investigated to ensure the security performance of multi-area power systems under historical-frequency-triggered DoS attacks, which applies the memory output information of the power system to realize the controller design. The security condition of multi-area power systems under historical-frequency-triggered DoS attacks is obtained by Lyapunov’s theorem and linear matrix inequality (LMI). Numerical examples are tested over the IEEE 10-generator 39-bus system and the results prove the usefulness and superiority of the proposed method. Note to Practitioners—Load frequency control is widely applied in multi-area power systems to achieve a balance between the load demand and generation. Frequent cyber-attacks are a threat to the normal operation of the power system. It is therefore necessary to develop appropriate strategies to defend against cyber-attacks. So far, there have been many different forms of cyber-attacks. This has prompted defenders to build different types of attack models to describe the actual attack behavior in order to preemptively formulate appropriate defensive strategies. Smart attacker may notice that certain characteristics of the target system are important, such as the power system frequency. This motivates us to propose a historical frequency-triggered DoS attack model that contributes to a deep understanding of the impact of cyber-attacks on the power system. We propose a unique sliding mode control approach to ensure the stable performance of power system state and output simultaneously.","PeriodicalId":51060,"journal":{"name":"IEEE Transactions on Automation Science and Engineering","volume":"22 ","pages":"6518-6529"},"PeriodicalIF":6.4000,"publicationDate":"2024-08-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Automation Science and Engineering","FirstCategoryId":"94","ListUrlMain":"https://ieeexplore.ieee.org/document/10660549/","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
引用次数: 0

Abstract

A memory output sliding mode load frequency control (MOSMLFC) strategy is proposed for multi-area interconnected power systems under historical-frequency-triggered denial-of-service (DoS) attacks. Due to the use of the open network, the multi-area power system is prone to cyber-attacks. Different types of attack models have been built to describe the actual attack behavior, so that effective strategies can be quickly formulated in the event of an attack. Therefore, a historical-frequency-triggered DoS attacks model is presented from the perspective of attackers, with the aim of destroying the stable state of the multi-area power system. It is assumed that attackers determine the timing of DoS attacks by monitoring the operational status of multi-area power systems and designing the triggering condition with historical frequency. A MOSMLFC strategy is investigated to ensure the security performance of multi-area power systems under historical-frequency-triggered DoS attacks, which applies the memory output information of the power system to realize the controller design. The security condition of multi-area power systems under historical-frequency-triggered DoS attacks is obtained by Lyapunov’s theorem and linear matrix inequality (LMI). Numerical examples are tested over the IEEE 10-generator 39-bus system and the results prove the usefulness and superiority of the proposed method. Note to Practitioners—Load frequency control is widely applied in multi-area power systems to achieve a balance between the load demand and generation. Frequent cyber-attacks are a threat to the normal operation of the power system. It is therefore necessary to develop appropriate strategies to defend against cyber-attacks. So far, there have been many different forms of cyber-attacks. This has prompted defenders to build different types of attack models to describe the actual attack behavior in order to preemptively formulate appropriate defensive strategies. Smart attacker may notice that certain characteristics of the target system are important, such as the power system frequency. This motivates us to propose a historical frequency-triggered DoS attack model that contributes to a deep understanding of the impact of cyber-attacks on the power system. We propose a unique sliding mode control approach to ensure the stable performance of power system state and output simultaneously.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
历史频率触发 DoS 攻击下 MOSMLFC 电力系统的安全性能
针对历史频率触发的拒绝服务攻击,提出了一种多区域互联电力系统的记忆输出滑模负载频率控制策略。多区域电力系统由于采用开放式网络,容易受到网络攻击。建立了不同类型的攻击模型来描述实际的攻击行为,以便在攻击发生时快速制定有效的策略。因此,从攻击者的角度出发,提出了一种历史频率触发DoS攻击模型,目的是破坏多区域电力系统的稳定状态。假设攻击者通过监控多区域电力系统的运行状态,设计具有历史频率的触发条件来确定DoS攻击的时机。为了保证多区域电力系统在历史频率触发的DoS攻击下的安全性能,研究了一种MOSMLFC策略,该策略利用电力系统的内存输出信息来实现控制器设计。利用李雅普诺夫定理和线性矩阵不等式(LMI),得到了历史频率触发DoS攻击下多区域电力系统的安全条件。在IEEE 10-发电机39总线系统上进行了算例测试,结果证明了该方法的有效性和优越性。负荷频率控制广泛应用于多区域电力系统中,以实现负荷需求与发电量之间的平衡。频繁的网络攻击威胁着电力系统的正常运行。因此,有必要制定适当的战略来防御网络攻击。到目前为止,已经出现了许多不同形式的网络攻击。这促使防御者建立不同类型的攻击模型来描述实际的攻击行为,以便先发制人地制定适当的防御策略。聪明的攻击者可能会注意到目标系统的某些重要特征,例如电力系统频率。这促使我们提出一个历史频率触发的DoS攻击模型,有助于深入了解网络攻击对电力系统的影响。我们提出了一种独特的滑模控制方法,以保证电力系统状态和输出同时稳定。
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 去求助
来源期刊
IEEE Transactions on Automation Science and Engineering
IEEE Transactions on Automation Science and Engineering 工程技术-自动化与控制系统
CiteScore
12.50
自引率
14.30%
发文量
404
审稿时长
3.0 months
期刊介绍: The IEEE Transactions on Automation Science and Engineering (T-ASE) publishes fundamental papers on Automation, emphasizing scientific results that advance efficiency, quality, productivity, and reliability. T-ASE encourages interdisciplinary approaches from computer science, control systems, electrical engineering, mathematics, mechanical engineering, operations research, and other fields. T-ASE welcomes results relevant to industries such as agriculture, biotechnology, healthcare, home automation, maintenance, manufacturing, pharmaceuticals, retail, security, service, supply chains, and transportation. T-ASE addresses a research community willing to integrate knowledge across disciplines and industries. For this purpose, each paper includes a Note to Practitioners that summarizes how its results can be applied or how they might be extended to apply in practice.
期刊最新文献
A Divide-and-Conquer Fusion Algorithm for Multi-Target Tracking in Multi-Sensor Networks Based on the PMBM Filter Immersion and Invariance Adaptive Controller with Flexible Gains for UAV with Off-centered Slung Load Bi-Handover: A Unified Vision-Based Paradigm for Reliable Bidirectional Human-Robot Object Handover Attention-Enhanced Diffusion with LLM-Driven Prompts for Controllable Defect Generation in Photovoltaic cells Adaptive filtered feedback–driven Nash equilibrium seeking for structurally uncertain nonaffine multiagent systems
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1