Bi-Level Resilient Control Solution for Distributed Feeder Automation System Under Hybrid Attack

IF 9.8 1区 工程技术 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC IEEE Transactions on Smart Grid Pub Date : 2024-08-07 DOI:10.1109/TSG.2024.3439751
Rong Zeng;Yong Li;Sijia Hu;Jiayan Liu;Huidi Wu;Jie Chen;Yong Xu;Xusheng Yang;Yijia Cao
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Abstract

Distributed feeder automation system (DFAs), as a promising protection technology for power distribution system (PDS) with distributed generation, its vulnerability to cyberattacks and hybrid attacks (contains both physical and cyberattacks) is gradually recognized and haunts utilities, creating potential risks for its large-scale applications. This paper proposes a novel bi-level resilient control solution (BRCS) deployed to DFAs without hardware burden. Two key modules are developed: 1) Lightweight distributed cyberattack detection module (DCDM), deployed into agents of DFAs, based on unsupervised learning to realize the quick detection and reporting of cyberattacks; 2) Robust centralized fault section localization module (CFSLM), installed in DFAs’ host workstation located in control center, achieving the correctly fault section localization and the high dimensionally awareness of attack events in cyberattack and hybrid attack scenarios. By adopting BRCS, outages and load losses caused by cyberattacks can be 100% avoided, and faults caused by physical attacks can be correctly isolated at once. Finally, the effectiveness and performance of the proposal are verified and conducted by the real two-feeder test platform with DFAs. In this process, a digital high-dimensional awareness and control unit is created against cyber and hybrid attacks, contributing to the system-level application of risk management and resilient control.
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混合攻击下分布式馈电自动化系统的双级弹性控制解决方案
分布式馈线自动化系统(dfa)作为一种很有前途的分布式发电配电系统(PDS)保护技术,其易受网络攻击和混合攻击(包括物理攻击和网络攻击)的脆弱性逐渐被人们所认识,并困扰着公用事业公司,为其大规模应用带来了潜在的风险。本文提出了一种新的双级弹性控制方案(BRCS),该方案部署在无硬件负担的dfa中。开发了两个关键模块:1)基于无监督学习的轻量级分布式网络攻击检测模块(DCDM),部署到dfa的agent中,实现对网络攻击的快速检测和报告;2)鲁棒集中式故障段定位模块(CFSLM),安装在位于控制中心的DFAs主机工作站中,实现了网络攻击和混合攻击场景下的正确故障段定位和攻击事件的高维感知。通过采用BRCS,可以100%避免网络攻击造成的中断和负载损失,并且可以立即正确隔离物理攻击造成的故障。最后,通过实际的双馈线dfa测试平台验证了该方案的有效性和性能。在此过程中,针对网络和混合攻击创建了一个数字高维感知和控制单元,有助于风险管理和弹性控制的系统级应用。
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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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