Secure frequency regulation in power system: A comprehensive defense strategy against FDI, DoS, and latency cyber-attacks

IF 10.1 1区 工程技术 Q1 ENERGY & FUELS Applied Energy Pub Date : 2024-11-25 DOI:10.1016/j.apenergy.2024.124772
Shaohua Yang , Keng-Weng Lao , Hongxun Hui , Jinshuo Su , Sheng Wang
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Abstract

Maintaining frequency is crucial for the security of power systems, while deep cyber–physical interactions make frequency regulation susceptible to cyber-attack risks. False data injection (FDI) attacks, denial-of-service (DoS) attacks, and latency attacks are typical types of cyber-attacks prevalent in power systems, each capable of deteriorating system frequency through distinct mechanisms and posing serious security risks. However, existing studies on frequency regulation lack security aspects that can comprehensively address all these attack types. To fill this gap, this paper investigates a security strategy to safeguard power system frequency regulation. First, considering all these attacks, the system frequency regulation system is modeled to reveal the severity of cyber-security problems, specifically the failure to maintain frequency due to cyber-attacks. Moreover, a cyber-resilient control (CRC) strategy is developed to counter FDI, DoS, and latency attacks comprehensively. The CRC strategy involves a two-step process, including a safety surface and auxiliary trajectory control. The safety surface serves as a defensive barrier against multiple cyber-attacks, while the auxiliary trajectory control activates the safety surface’s defense capability, thereby ensuring the security of system frequency. Furthermore, rigorous proofs are given based on Lyapunov theorem, demonstrating that system stability can be guaranteed by the developed CRC strategy, even under multiple types of cyber-attacks. Finally, test results confirm the efficacy of the CRC strategy. For instance, it prevents pre-existing frequency oscillations and destabilization, and also reduces the maximum frequency deviation by approximately 96.61% under multiple cyber-attacks. Therefore, the developed CRC strategy can comprehensively defend against FDI, DoS, and latency cyber-attacks, significantly contributing to the power system security.
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电力系统的安全频率调节:针对 FDI、DoS 和延迟网络攻击的综合防御策略
保持频率对电力系统的安全至关重要,而深层次的网络-物理相互作用使频率调节容易受到网络攻击风险的影响。虚假数据注入(FDI)攻击、拒绝服务(DoS)攻击和延迟攻击是电力系统中普遍存在的典型网络攻击类型,每种攻击都能通过不同的机制使系统频率恶化,并带来严重的安全风险。然而,现有的频率调节研究缺乏能全面应对所有这些攻击类型的安全方面。为了填补这一空白,本文研究了一种保障电力系统频率调节的安全策略。首先,考虑到所有这些攻击,对系统频率调节系统进行建模,以揭示网络安全问题的严重性,特别是网络攻击导致的频率失稳。此外,还开发了一种网络弹性控制(CRC)策略,以全面应对 FDI、DoS 和延迟攻击。CRC 策略包括两个步骤,包括安全面和辅助轨迹控制。安全面是抵御多种网络攻击的防御屏障,而辅助轨迹控制则激活安全面的防御能力,从而确保系统频率的安全性。此外,基于李亚普诺夫定理给出了严格的证明,表明即使在多种类型的网络攻击下,所开发的 CRC 策略也能保证系统的稳定性。最后,测试结果证实了 CRC 策略的有效性。例如,它能防止预先存在的频率振荡和失稳,还能在多种网络攻击下将最大频率偏差降低约 96.61%。因此,所开发的 CRC 策略可以全面抵御 FDI、DoS 和延迟网络攻击,极大地促进了电力系统安全。
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来源期刊
Applied Energy
Applied Energy 工程技术-工程:化工
CiteScore
21.20
自引率
10.70%
发文量
1830
审稿时长
41 days
期刊介绍: Applied Energy serves as a platform for sharing innovations, research, development, and demonstrations in energy conversion, conservation, and sustainable energy systems. The journal covers topics such as optimal energy resource use, environmental pollutant mitigation, and energy process analysis. It welcomes original papers, review articles, technical notes, and letters to the editor. Authors are encouraged to submit manuscripts that bridge the gap between research, development, and implementation. The journal addresses a wide spectrum of topics, including fossil and renewable energy technologies, energy economics, and environmental impacts. Applied Energy also explores modeling and forecasting, conservation strategies, and the social and economic implications of energy policies, including climate change mitigation. It is complemented by the open-access journal Advances in Applied Energy.
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