用于大规模电力系统网络安全评估的实时网络物理模拟试验台

IF 4.2 2区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Thai-Thanh Nguyen;Rahul Kadavil;Hossein Hooshyar
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引用次数: 0

摘要

本文开发了一个实时网络物理仿真(RTCPS)测试平台,用于评估大规模电力系统的网络安全。仿真试验平台包括电网和通信网络的实时仿真,允许集成物理硬件,并提供电力系统运行的真实表示。OPAL-RT 和 RTDS 技术的实时模拟器用于模拟电网,而 EXata 网络建模用于实时模拟通信网络。测试平台内的通信网络包括信息技术(IT)和操作技术(OT)系统,可全面评估网络安全问题对电力系统的影响。由于所开发的仿真试验台由各种仿真工具组成,因此开发了多个脚本来自动进行仿真并对通信网络发动网络攻击。这些脚本使测试平台能够以最小的工作量模拟大量场景,这对收集用于训练机器学习模型的数据至关重要。将介绍对 IT 和 OT 网络的各种现实攻击,包括网络钓鱼电子邮件攻击、窃取凭证、拒绝服务、远程访问攻击和中间人攻击。此外,还将介绍针对简单场景的 RTCPS 测试平台的设置,以便研究人员理解和重现模拟。此外,还将介绍大规模网络物理仿真场景的额外设置,以展示 RTCPS 测试平台的功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Real-Time Cyber-Physical Simulation Testbed for Cybersecurity Assessment of Large-Scale Power Systems
In this paper, a real-time cyber-physical simulation (RTCPS) testbed is developed to assess the cybersecurity of large-scale power systems. The simulation testbed includes real-time simulations of power grids and communication networks, allowing for the integration of physical hardware and providing a realistic representation of power system operations. Real-time simulators from OPAL-RT and RTDS technologies are used to simulate power grids, whereas EXata network modeling is used to emulate the communication network in real time. The communication network within the testbed includes information technology (IT) and operational technology (OT) systems, which enable a comprehensive assessment of the impact of cybersecurity issues on power systems. Since the developed simulation testbed comprises various simulation tools, multiple scripts are developed to automate the simulation and launch cyber attacks on communication networks. These scripts allow the testbed to simulate a large number of scenarios with minimal effort, which is crucial in collecting data for training machine learning models. Various realistic attacks on the IT and OT networks, including phishing email attack, steal credentials, denial of service, remote access attack, and man-in-the-middle attack will be presented. The setup of the RTCPS testbed for a simple scenario is described, allowing researchers to understand and reproduce the simulation. Furthermore, an additional setup for a large-scale cyber-physical simulation scenario is presented to demonstrate the capabilities of the RTCPS testbed.
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来源期刊
IEEE Transactions on Industry Applications
IEEE Transactions on Industry Applications 工程技术-工程:电子与电气
CiteScore
9.90
自引率
9.10%
发文量
747
审稿时长
3.3 months
期刊介绍: The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.
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