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电动汽车驱动 SiC器件 ★ 5.0

面向弹性的电力系统防御策略以应对不确定的恶意协同攻击

Resilience-oriented defense strategy for power systems against uncertain malicious coordinated attacks

作者 Xiangxing Kong · Zhigang Lu · Yanlin Li · Xiaoqiang Guo · Jiangfeng Zhang · Shixing Ding
期刊 Applied Energy
出版日期 2025年1月
卷/期 第 378 卷
技术分类 电动汽车驱动
技术标签 SiC器件
相关度评分 ★★★★★ 5.0 / 5.0
关键词 An uncertain coordinated attack strategy against generation units and transmission lines is constructed based on dynamic N-k criterion.
语言:

中文摘要

摘要:信息物理电力系统(CPPS)的发展将为传统电力系统的高效化与智能化需求提供潜在解决方案。然而,恶意攻击的不确定性给CPPS的正常运行带来了巨大威胁。为了增强CPPS在面对不确定恶意协同攻击时的弹性,本文提出了一种考虑攻击场景不确定性的面向弹性防御策略。首先,基于动态N-k断线方案构建了一种针对发电机组和输电线路的不确定协同攻击策略,以描述对电力系统更具破坏性的攻击机制。其次,在防御者-攻击者-防御者(defender-attacker-defender)框架下,考虑不确定的恶意协同攻击,提出了一种三层防御模型。最后,利用对偶理论将所提模型转化为混合整数线性规划模型,并设计了约束生成与Benders割(CG&BC)算法来求解该防御模型。在IEEE RTS-79测试系统上对模型进行了仿真验证,结果充分证明了所提模型及求解算法的有效性,表明所提出的面向弹性防御策略能够有效降低电力系统在应对不确定恶意协同攻击时的总期望成本。

English Abstract

Abstract The development of cyber-physical power system (CPPS) will provide potential solutions for the high efficiency and intelligent requirements of traditional power systems. However, the uncertainty of malicious attacks brings a great threat to the normal operation of the CPPS. In order to enhance the resilience of CPPS against uncertain malicious coordinated attacks, a resilience-oriented defense strategy is proposed considering attack scenario uncertainties. Firstly, an uncertain coordinated attack strategy against generation units and transmission lines is constructed based on dynamic N-k breaking scheme to describe a more harmful attack mechanism against power systems. Secondly, considering the uncertain malicious coordinated attacks, a tri-level defense model is proposed in the framework of defender-attacker-defender. Finally, the proposed model is transformed into mixed integer linear programming model by using duality theory, and a constraint-generation and benders-cut (CG&BC) algorithm is developed to solve the defense model. The model is simulated and verified on the IEEE RTS-79 test system, and the results fully validate the effectiveness of the model and solution algorithm , and show that the resilience-oriented defense strategy can effectively reduce the total expected cost of power systems against uncertain malicious coordinated attacks.
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SunView 深度解读

该信息物理电力系统韧性防御研究对阳光电源储能及充电桩产品具有重要价值。文中三层防御模型可应用于ST系列储能变流器和PowerTitan系统的网络安全架构设计,增强其抵御协同攻击能力。动态N-k故障场景分析可优化iSolarCloud平台的预测性维护算法,提升分布式光伏及充电站网络的抗攻击韧性。基于不确定性攻击建模的防御策略,可为能源互联网场景下的SiC功率器件控制系统提供安全冗余设计思路,保障关键设备在恶意攻击下的持续运行能力。