电力系统动态负荷改变攻击的检测与定位

IF 4.9 3区 计算机科学 Q1 COMPUTER SCIENCE, HARDWARE & ARCHITECTURE
Fatemeh Najafi , Shaghayegh Nobakht , Marzieh Samimiat , Ali-Akbar Ahmadi , Abolfazl Nateghi
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引用次数: 0

摘要

电力系统是一种网络物理系统(cps),其网络攻击会导致系统不稳定和停电等诸多问题。同时,动态负载改变攻击(D-LAAs)可能具有非常破坏性的影响。本文讨论了电力系统中d-LAA的检测问题。将存在d-LAA的电力系统建模为一个奇异系统,然后设计合适的攻击检测观测器。然后,使用一组未知的输入观察者,确定攻击的位置。与已有结果相比,没有考虑所有总线或攻击信号上存在相量测量单元(pmu)等限制性假设。该设计是在离散时间域中进行的,因此适用于大多数继电器和设备都是数值化的电力系统的实际实现。ADO和攻击定位观察者(ALOs)的设计采用集中式方法,便于采取必要的措施来维持电力系统的稳定性。最后,利用MATLAB对IEEE 39总线系统进行了仿真,验证了该方法的有效性和性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Detection and localization of dynamic load altering attacks in power systems
Cyber-attacks in power systems which are a type of cyber-physical systems (CPSs) can cause many problems, including system instability and blackouts. Meanwhile, dynamic load altering attacks (D-LAAs) could have a very destructive effect. In this paper, detection of the d-LAA in the power systems is discussed. The power system in presence of the d-LAA is modeled as a singular system and then an appropriate attack detection observer is designed. Then, using a bank of unknown input observers, the location of the attack is determined. Comparing to the existing results, no restrictive assumption such as presence of phasor measurement units (PMUs) in all buses or on the attack signal are considered. The design is done in the discrete-time domain and thus is suitable for practical implementation in the power systems where most of the relays and equipment are numerical. The design of the ADO and attack localization observers (ALOs) are performed using a centralized approach which facilitates taking the necessary actions to maintain the stability of the power system. Finally, simulation results on the IEEE 39-bus system with the help of MATLAB show the efficiency and capability of the proposed method.
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来源期刊
Computers & Electrical Engineering
Computers & Electrical Engineering 工程技术-工程:电子与电气
CiteScore
9.20
自引率
7.00%
发文量
661
审稿时长
47 days
期刊介绍: The impact of computers has nowhere been more revolutionary than in electrical engineering. The design, analysis, and operation of electrical and electronic systems are now dominated by computers, a transformation that has been motivated by the natural ease of interface between computers and electrical systems, and the promise of spectacular improvements in speed and efficiency. Published since 1973, Computers & Electrical Engineering provides rapid publication of topical research into the integration of computer technology and computational techniques with electrical and electronic systems. The journal publishes papers featuring novel implementations of computers and computational techniques in areas like signal and image processing, high-performance computing, parallel processing, and communications. Special attention will be paid to papers describing innovative architectures, algorithms, and software tools.
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