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基于攻防博弈的电力系统外部脆弱性评估
External Vulnerability Assessment of Power System Under Attack Based on Attack-Defense Game
| 作者 | Yifu Luo · Qinran Hu · Bokang Zou · Yuanshi Zhang · Tao Chen · Qi Wang |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2025年3月 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 SiC器件 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 电力系统 攻击防御博弈模型 脆弱性评估 未知攻击者能力 资源分配方案 |
语言:
中文摘要
电力系统作为关键国家基础设施,面临日益严峻的外部攻击威胁。现有研究多聚焦于特定攻击水平下的防御布局与损失分析,忽视了攻击者能力的不确定性,缺乏对系统抗毁性的安全评估。本文提出一种新的分析场景,即区域电力系统因物理攻击导致完全失效,旨在构建面向未知攻击能力的局部电网整体脆弱性评估方法。该方法建立了包含两个相互依赖决策目标的攻防博弈模型,以体现防御方的抵抗特性,并基于模型特点设计了通过排列问题求解和验证原优化问题的定制化方法。基于IEEE 14节点和118节点系统的仿真验证了模型的正确性,并通过多种国土防御资源配置方案的对比分析,证明了评估方法的有效性。
English Abstract
The power system, as vital national infrastructure, is confronted with increasingly severe external attack threats. Current research has primarily focused on defensive layouts and loss analyses in the context of specific attack levels, neglecting the unpredictability of attacker's capability and lacking an endurance safety assessment for the power system. Compared to mainstream studies, the work reported in this paper presents a novel analytical scenario where a regional power system experiences complete failure due to the physical attack, aiming to develop a holistic vulnerability assessment method for localized power grids facing unknown attacker capability. The proposed method specifically establishes an Attack-Defense game model including two distinct objective functions with interdependent decision-making to maintain the resistance characteristic of the defender. Besides, based on the characteristics of the model, a customized method is proposed to solve and validate the original optimization problem through permutation problem. Simulation results based on the IEEE 14-bus and 118-bus systems verified the correctness of the proposed models. And a comparative analysis of various resource allocation schemes for national territorial defense has been conducted to validate the effectiveness of the assessment methodology.
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SunView 深度解读
该攻防博弈脆弱性评估技术对阳光电源大型储能系统(PowerTitan)和区域级ESS集成方案具有重要应用价值。针对物理攻击导致电网失效场景,可指导储能系统在关键节点的优化部署,提升电网抗毁性。具体应用包括:1)ST系列储能变流器的冗余配置策略优化,在攻击不确定性下确保关键负荷供电;2)iSolarCloud平台集成威胁评估模块,实时监测系统脆弱节点并动态调整储能资源分配;3)构网型GFM控制策略改进,在局部电网失效时快速形成独立微网。该研究为阳光电源储能系统从单纯能量管理向电网安全防护延伸提供理论支撑,增强产品在关键基础设施领域的竞争力。