Phasor measurement units (PMUs) provide accurate and high-fidelity measurements in order to monitor the state of the power grid and support various control and planning tasks. However, PMUs have a high installation cost prohibiting their massive deployment. Minimizing the number of installed PMUs needs to be achieved while also maintaining full observability of the network. At the same time, data integrity attacks on PMU measurements can cause mislead power system control and operation routines. In this paper, a bi-level stochastic non-cooperative game-based placement model is proposed for PMU allocation in the presence of cyber-attack risks. In the first level, the protection of individual PMU placed in a network is addressed, while considering the interaction between the grid operator and the attacker with respective resource constraints. In the second level, the attacker observes the placement of the PMUs and compromises them, with the aim of maximizing the state estimation error and reducing the observability of the network. The proposed technique is deployed in the IEEE-9 bus test system. The results demonstrate a 9% reduction in the cost incurred by the power grid operator for deploying PMUs while considering cyber-risks.
翻译:相量测量装置(PMU)提供了准确和高保真的测量,以监测电网状态并支持各种控制和规划任务。然而,PMU的高成本限制了它们的大规模部署。需要在维持电网的完全可观测性的同时尽量减少PMU的安装数量。同时,PMU测量数据完整性遭到攻击可能会导致错误的电力系统控制和运行行为。在本文中,提出了一个基于生物级随机非合作博弈的二级模型,用于在存在网络攻击风险的情况下分配PMU。在第一层中,解决了在具有资源限制的情况下,电网操作员和攻击者之间的相互作用,以保护单个PMU的问题。在第二层中,攻击者观察PMU的部署,并对其进行攻击,旨在最大限度地增加状态估计误差并减少网络可观测性。所提出的技术在IEEE-9母线测试系统中部署。结果表明,在考虑网络安全风险的情况下,电力网操作员部署PMU产生了9%的成本降低。