论文标题
网络物理功率系统中的时空失败传播
Spatio-Temporal Failure Propagation in Cyber-Physical Power Systems
论文作者
论文摘要
电力系统中的级联故障是由一个小的扰动触发的,该扰动导致一系列通过系统传播的故障序列。电源系统中不同组件之间的互连导致整个系统易于传播。考虑到电力系统中的网络和物理层之间的互连,情况变得更糟。大量的工作研究了电力系统中级联的失败,以计算其对系统的影响。了解故障如何在时空传播到系统中可以帮助系统操作员采取预防措施并相应地升级系统。由于功率流程方程的非线性以及电力系统中的工程限制,因此必须了解网络物理功率系统(CPPS)中的时空失效传播。本文提出了一种用于研究CPP中失败传播的异步算法。功率系统的物理学由完整的交流电源方程来解决。各种实际限制因素包括负载脱落,负载产生平衡和岛屿操作以解决电力系统操作中的实际限制。分析和可视化不同大小的各种随机初始攻击的传播以详细说明所提出的方法的适用性。我们的发现揭示了CPP中级联故障的演变。
Cascading failure in power systems is triggered by a small perturbation that leads to a sequence of failures spread through the system. The interconnection between different components in a power system causes failures to easily propagate across the system. The situation gets worse by considering the interconnection between cyber and physical layers in power systems. A plethora of work has studied the cascading failure in power systems to calculate its impact on the system. Understanding how failures propagate into the system in time and space can help the system operator to take preventive actions and upgrade the system accordingly. Due to the nonlinearity of the power flow equation as well as the engineering constraints in the power system, it is essential to understand the spatio-temporal failure propagation in cyber-physical power systems (CPPS). This paper proposes an asynchronous algorithm for investigating failure propagation in CPPS. The physics of the power system is addressed by the full AC power flow equations. Various practical constraints including load shedding, load-generation balance, and island operation are considered to address practical constraints in power system operation. The propagation of various random initial attacks of different sizes is analyzed and visualized to elaborate on the applicability of the proposed approach. Our findings shed light on the cascading failure evolution in CPPS.