目标冲突下电力信息物理协同攻击分析Analysis of Electrical Coordinated Cyber Physical Attacks Under Goal Conflict
田猛;董政呈;王先培;赵乐;简子倪;
摘要(Abstract):
电力信息物理协同攻击(coordinated cyber physicalattack,CCPA)是智能电网面临的新型网络攻击之一,攻击者和调度中心目标分别为最大化和最小化攻击效果,两者目标相互冲突。以直流潮流模型为基础,首先建立基于虚假数据攻击的电力信息物理协同攻击数学表达式,用于表征量测单元中注入的虚假数据、攻击前后电力系统拓扑和电气参数之间的关系。然后,考虑攻击者的目标在于最大化攻击破坏效果,基于双层规划理论建立考虑攻击者和调度中心交互关系的电力信息物理协同攻击分析模型。最后,采用KKT(Karush-Kuhn-Tucker)条件和Fortuny-Amat-McCarl方法,将双层规划模型转化为单层混合整数线性规划模型。以IEEE14节点测试系统为例,仿真结果表明,电力信息物理协同攻击通过在量测单元中注入虚假数据重新分配母线负荷,并倾向于增加负荷需求较大的母线负荷,造成切负荷,最终影响电力系统的运行状态。与负荷重分配攻击和物理攻击相比,电力信息物理协同攻击不仅可以增加发电机出力成本和切负荷损失,而且可能导致更多线路过载。同时,量测单元在双层规划模型解中出现的次数可以表征该量测单元的脆弱程度,出现次数越多,则该节点越脆弱。
关键词(KeyWords): 智能电网;电力信息物理协同攻击;双层规划;KKT条件;脆弱性
基金项目(Foundation): 国家自然科学基金项目(51707135,51807143);; 中央高校基本科研业务费专项资金项目(2042017kf0037)~~
作者(Author): 田猛;董政呈;王先培;赵乐;简子倪;
Email:
DOI: 10.13335/j.1000-3673.pst.2018.2751
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