电力电子系统应对网络物理攻击的复原力框架:综述

IF 5 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
Chang Liu;Jin Ye;Gaoliang Fang;Di Wang;Linke Zhou;Ali Emadi
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引用次数: 0

摘要

本文系统概述了基于电力电子转换器的网络物理系统(cps)的弹性框架,强调了对网络物理攻击带来的新挑战的端到端响应。虽然最近在控制和通信方面的进步增强了电力电子转换器在电动汽车和智能电网等应用中的功能,但这种进步也带来了新的漏洞,特别是网络物理攻击。现有的文献往往集中在孤立的研究领域,一个全面的审查,包括在攻击之前,期间和之后适用的策略仍然缺乏。为了解决这一差距,本文将最先进的研究分为攻击的四个关键阶段:预测和准备,抵抗和吸收,检测和评估,以及恢复。本文回顾的主题包括转换器和网络物理攻击建模、基于转换器的CPS测试平台、网络和物理层的系统加固、攻击检测、攻击后评估和恢复策略。还分析了现实世界的案例研究和实际法规。此外,讨论了弹性框架的挑战和机遇。尽管在建模和识别网络物理攻击方面取得了显著进展,但仍需要作出相当大的努力来改进攻击缓解战略和恢复机制。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Resilience Framework for Power Electronic Systems Against Cyber-Physical Attacks: A Review
This paper presents a systematic overview of the resilience framework for power electronics converter-based cyber-physical systems (CPSs), emphasizing end-to-end responses to the emerging challenges posed by cyber-physical attacks. While recent advancements in control and communication have enhanced the functionalities of power electronic converters in applications such as electric vehicles and smart grids, such advancements have also introduced new vulnerabilities, particularly to cyber-physical attacks. The existing literature tends to focus on isolated research areas, and a comprehensive review that encompasses strategies applicable before, during, and after an attack remains lacking. To address this gap, this paper categorizes state-of-the-art research into four key stages of an attack: anticipate and prepare, resist and absorb, detect and evaluate, and recover. Topics reviewed in this paper include converter and cyber-physical attack modeling, converter-based CPS testbeds, system hardening at the cyber and physical layers, attack detection, post-attack evaluation, and recovery strategies. Real-world case studies and practical regulations are also analyzed. Additionally, challenges and opportunities of the resilience framework are discussed. Despite notable advancements in modeling and identifying cyber-physical attacks, considerable efforts are still required to improve attack mitigation strategies and recovery mechanisms.
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CiteScore
8.60
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