Critical-Metrics-Based Attack Strategy and Resilient H∞ State Estimator Design for Multi-Area Power Systems

IF 9.8 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Smart Grid Pub Date : 2024-09-05 DOI:10.1109/TSG.2024.3454637
Guowei Liu;Engang Tian;Xiangpeng Xie
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Abstract

This paper discusses the issue of attack-defense framework for multi-area power systems. The primary objective is to propose a novel critical-metrics-based (CMB) attack strategy from the attacker’s perspective to enhance destructiveness. Different from the indiscriminate denial-of-service (DoS) attacks in existing literature (i.e., conducting attacks without considering the information of attack targets and packets), the proposed CMB attack strategy can target important packets in critical areas of the power system, thereby more severe attack impact on system performance is expected. The second aim of this study is to design a resilient $\boldsymbol {H_{\infty }}$ state estimator against the proposed CMB attacks, which can maintain specific system performance in the presence of attacks. By utilizing the Lyapunov functional method, sufficient conditions ensuring asymptotic stability of the augmented error dynamics and $\boldsymbol {H_{\infty }}$ disturbance attenuation performance are successfully obtained. Simulation results on the IEEE 39-bus system demonstrate that the proposed CMB attack strategy inflicts more severe damage on the power system than some existing DoS attack models. Meanwhile, the designed resilient $\boldsymbol {H_{\infty }}$ state estimator can effectively mitigate the negative impact of potential CMB attack strategies.
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多区域电力系统基于关键参数的攻击策略和弹性 H∞ 状态估计器设计
本文讨论了多区域电力系统的攻击防御框架问题。本文的主要目标是从攻击者的角度出发,提出一种新的基于临界度量(CMB)的攻击策略,以增强攻击的破坏性。与现有文献中的任意拒绝服务(DoS)攻击(即不考虑攻击目标和数据包的信息进行攻击)不同,本文提出的CMB攻击策略可以针对电力系统关键区域的重要数据包,从而对系统性能造成更严重的攻击影响。本研究的第二个目标是针对所提出的CMB攻击设计一个弹性$\boldsymbol {H_{\infty }}$状态估计器,该估计器可以在存在攻击的情况下保持特定的系统性能。利用Lyapunov泛函方法,成功地获得了保证增广误差动力学渐近稳定和$\boldsymbol {H_{\infty }}$扰动衰减性能的充分条件。在IEEE 39总线系统上的仿真结果表明,与现有的DoS攻击模型相比,所提出的CMB攻击策略对电力系统的破坏更为严重。同时,所设计的弹性$\boldsymbol {H_{\infty }}$状态估计器可以有效减轻潜在CMB攻击策略的负面影响。
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来源期刊
IEEE Transactions on Smart Grid
IEEE Transactions on Smart Grid ENGINEERING, ELECTRICAL & ELECTRONIC-
CiteScore
22.10
自引率
9.40%
发文量
526
审稿时长
6 months
期刊介绍: The IEEE Transactions on Smart Grid is a multidisciplinary journal that focuses on research and development in the field of smart grid technology. It covers various aspects of the smart grid, including energy networks, prosumers (consumers who also produce energy), electric transportation, distributed energy resources, and communications. The journal also addresses the integration of microgrids and active distribution networks with transmission systems. It publishes original research on smart grid theories and principles, including technologies and systems for demand response, Advance Metering Infrastructure, cyber-physical systems, multi-energy systems, transactive energy, data analytics, and electric vehicle integration. Additionally, the journal considers surveys of existing work on the smart grid that propose new perspectives on the history and future of intelligent and active grids.
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