论文标题
识别日内虚假数据注射攻击对DER DISPATCH信号的攻击
Identification of Intraday False Data Injection Attack on DER Dispatch Signals
论文作者
论文摘要
对功率束的脱碳的迫切需要加速了可再生能源的整合。同时，增加的分布式能源（DER）和高级计量基础设施（AMI）将功率网格转变为具有许多通信设备的更复杂的网络物理系统。尽管这些过渡提供了经济和环境价值，但它们也造成了网络攻击和运营挑战的风险增加。本文调查了电网具有高可再生渗透率的功率网格的脆弱性，以避免对DER调度信号的盘中虚假数据注入（FDI）攻击，并提出了基于内核支持向量回归（SVR）检测模型作为对策。在使用HCE 187-BUS测试系统的数值实验中，在数字实验中证明了FDI盘中攻击方案和检测模型。
The urgent need for the decarbonization of power girds has accelerated the integration of renewable energy. Concurrently the increasing distributed energy resources (DER) and advanced metering infrastructures (AMI) have transformed the power grids into a more sophisticated cyber-physical system with numerous communication devices. While these transitions provide economic and environmental value, they also impose increased risk of cyber attacks and operational challenges. This paper investigates the vulnerability of the power grids with high renewable penetration against an intraday false data injection (FDI) attack on DER dispatch signals and proposes a kernel support vector regression (SVR) based detection model as a countermeasure. The intraday FDI attack scenario and the detection model are demonstrated in a numerical experiment using the HCE 187-bus test system.
