智能微网在网络攻击模式下的研究现状及展望
Research Status and Prospect of Smart Microgrid in Network Attack Mode
DOI: 10.12677/SG.2022.124013, PDF,   
作者: 冯宜伟, 贾 文：兰州理工大学，电气与信息工程学院，甘肃 兰州
关键词: 智能微网；虚假数据注入；拒绝服务攻击；控制策略；Smart Microgrid； False Data Injection； Denial of Service Attack； Control Strategy
摘要: 智能微网作为典型的网络物理系统，由于在信息传输，智能控制等方面面临不同类型网络攻击的危险。因此，本文针对网络攻击对系统所带来的危害，首先对两种典型的网络攻击如虚假数据注入和拒绝服务攻击的原理进行综述。其次，根据上述相对应的原理，对于攻击存在时，概述了常用的检测及控制方法如集中式与分布式检测，多智能体一致性协同控制，分布式弹性控制等。最后，对智能微网在不同类型攻击下如何稳定运行进行了总结，并对未来攻击的检测与控制策略进行了展望。
Abstract: As a typical network physical system, smart microgrid is exposed to different types of network attacks due to information transmission and intelligent control. Therefore, aiming at the harm brought by network attacks to the system, this paper firstly reviews the principles of two typical network attacks, such as false data injection and denial of service attack. Secondly, according to the corresponding principle, for the attack, summarizes the commonly used detection and control methods such as centralized and distributed, collaborative multi-agent consistency control, distributed flexible control, etc. Finally, the paper summarizes how to operate the smart microgrid stably under different types of attacks, and prospects the attack detection and control strategies in the future.
文章引用：冯宜伟, 贾文. 智能微网在网络攻击模式下的研究现状及展望[J]. 智能电网, 2022, 12(4): 119-129. https://doi.org/10.12677/SG.2022.124013

参考文献

[1] Afshari, A., Karrari, M., Baghaee, H.R., et al. (2020) Resilient Synchronization of Voltage/Frequency in AC Microgrids under Deception Attacks. IEEE Systems Journal, 15, 2125-2136.
[Google Scholar] [CrossRef] 
[2] 巴斯替, 骆德汉. 智能电网网络安全的发展与挑战[J]. 电工电气, 2019(7): 5-8+54.
[3] Ding, L., Han, Q.L., Wang, L.Y., et al. (2018) Distributed Cooperative Optimal Control of DC Microgrids with Communication Delays. IEEE Transactions on Industrial Informatics, 14, 3924-3935.
[Google Scholar] [CrossRef] 
[4] Liu, Y., Reiter, M.K. and Ning, P. (2009) False Data Injection Attacks Against State Estimation in Electric Power Grids. Proceedings of the 2009 ACM Conference on Computer and Communications Security (CCS 2009), Chicago, 9-13 November 2009, 21-32.
[Google Scholar] [CrossRef] 
[5] Jiwei, T., Buhong, W., Fute, S., et al. (2017) Stealthy False Data Injection Attacks Using Matrix Recovery and Independent Component Analysis in Smart Grid. IOP Conference Series: Materials Science and Engineering, 199, Article ID: 012034.
[Google Scholar] [CrossRef] 
[6] Che, L., Liu, X., Li, Z., et al. (2019) False Data Injection Attacks Induced Sequential Outages in Power Systems. IEEE Transactions on Power Systems, 34, 1513-1523.
[Google Scholar] [CrossRef] 
[7] 罗小元, 朱鸣皋, 王新宇, 关新平. 基于自适应卡尔曼滤波器的智能电网隐蔽假数据攻击检测[J]. 信息与控制, 2018, 47(1): 16-21.
[8] Srikantha, P. and Kundur, D. (2015) Denial of Service Attacks and Mitigation for Stability in Cyber-Enabled Power Grid. Innovative Smart Grid Technologies Conference, Washington DC, 18-20 February 2015, 1-5.
[Google Scholar] [CrossRef] 
[9] Zhang, H., Cheng, P., Shi, L. and Chen, J.M. (2015) Optimal Denial-of-Service Attack Scheduling with Energy Constraint. IEEE Transactions on Automatic Control, 60, 3023-3028.
[Google Scholar] [CrossRef] 
[10] Liu, S., Liu, X.P. and Saddik, A.E. (2013) Denial-of-Service (DoS) Attacks on Load Frequency Control in Smart Grids. 2013 IEEE PES Innovative Smart Grid Technologies Conference, Washington DC, 24-27 February 2013, 1-6.
[Google Scholar] [CrossRef] 
[11] 郑凯中, 樊春霞. 基于事件触发的遥操作系统在DOS攻击下的安全控制[J]. 南京邮电大学学报: 自然科学版, 2021, 41(2): 77-84.
[12] Persis, C.D. and Tesi, P. (2015) Input-to-State Stabilizing Control Under Denial-of-Service. IEEE Transactions on Automatic Control, 60, 2930-2944.
[Google Scholar] [CrossRef] 
[13] Hu, S., Yuan, P., Yue, D., et al. (2019) Attack-Resilient Event-Triggered Controller Design of DC Microgrids under DoS Attacks. IEEE Transactions on Circuits and Systems I: Regular Papers, 67, 699-710.
[Google Scholar] [CrossRef] 
[14] 王先培, 田猛, 董政呈, 朱国威, 龙嘉川, 代荡荡, 等. 输电网虚假数据攻击研究综述[J]. 电网技术, 2016, 40(11): 3406-3414.
[15] 田继伟,王布宏, 李腾耀, 尚福特, 曹堃锐. 智能电网虚假数据注入攻击研究进展与展望[J]. 信息安全与技术, 2019, 10(9): 73-84.
[16] Khalghani, M.R., Solanki, J., Solanki, S.K., et al. (2020) Resilient Frequency Control Design for Microgrids under False Data Injection. IEEE Transactions on Industrial Electronics, 68, 2151-2162.
[Google Scholar] [CrossRef] 
[17] Sahoo, S., Mishra, S., Peng, C.H., et al. (2018) A Stealth Cyber Attack Detection Strategy for DC Microgrids. IEEE Transactions on Power Electronics, 34, 8162-8174.
[Google Scholar] [CrossRef] 
[18] Ma, T., Zhang, Z. and Cui, B. (2022) Impulsive Consensus of Nonlinear Fuzzy Multi-Agent Systems under DoS Attack. Nonlinear Analysis: Hybrid Systems, 44, Article ID: 101155.
[Google Scholar] [CrossRef] 
[19] Li, S., Zou, W.C., Guo, J. and Xiang, Z.R. (2022) Consensus of Switched Nonlinear Multiagent Systems Subject to Cyber Attacks. IEEE Systems Journal.
[Google Scholar] [CrossRef] 
[20] Zhou, Q., Shahidehpour, M., Alabdulwahab, A. and Abusorrah, A. (2020) A Cyber-Attack Resilient Distributed Control Strategy in Islanded Microgrids. IEEE Transactions on Smart Grid, 11, 3690-3701.
[Google Scholar] [CrossRef] 
[21] 张露元, 许寅, 吴翔宇, 王思家. 抵御虚假数据注入攻击的交流微电网分布式韧性控制[J/OL]. 电力系统自动化, 2022: 1-19. http://kns.cnki.net/kcms/detail/32.1180.TP.20220702.1235.004.html, 2022-07-13.
[22] 楼琦凯, 陈蓓, 丁勐, 牛玉刚. 虚假数据注入攻击下直流微电网的滑模控制[J/OL]. 控制与决策, 2022: 1-9.
2022-07-13.[CrossRef] 
[23] 黄玲, 孙晓宇, 蔺小娜, 郭婧. 具有DoS攻击非线性网络的动态事件触发控制[J/OL]. 控制理论与应用, 2022: 1-9. http://kns.cnki.net/kcms/detail/44.1240.TP.20210825.1312.012.html, 2022-07-13.
[24] Xu, R., Rui, W., Guan, Z., et al. (2017) Achieving Efficient Detection against False Data Injection Attacks in Smart Grid. IEEE Access, 5, 13787-13798.
[Google Scholar] [CrossRef] 
[25] Yang, L., Zhang, X., Li, Z., et al. (2020) Detecting Bi-Level False Data Injection Attack Based on Time Series Analysis Method in Smart Grid. Computers & Security, 96, Article ID: 101899.
[Google Scholar] [CrossRef] 
[26] Zhang, H., Qi, Y., Wu, J., et al. (2018) DoS Attack Energy Management against Remote State Estimation. IEEE Transactions on Control of Network Systems, 5, 383-394.
[Google Scholar] [CrossRef] 
[27] Xu, W., Ho, D., Zhong, J., et al. (2019) Event/Self-Triggered Control for Leader-Following Consensus over Unreliable Network with DoS Attacks. IEEE Transactions on Neural Networks and Learning Systems, 30, 3137-3149.
[Google Scholar] [CrossRef] 
[28] Liu, S., Hu, Z., Wang, X., et al. (2018) Stochastic Stability Analysis and Control of Secondary Frequency Regulation for Islanded Microgrids Under Random Denial of Service Attacks. IEEE Transactions on Industrial Informatics, 15, 4066-4075.
[Google Scholar] [CrossRef] 
[29] Rong, F., Huang, X., Sun, J., et al. (2017) Stability Analysis of the Cyber Physical Microgrid System under the Intermittent DoS Attacks. Energies, 10, Article No. 680.
[Google Scholar] [CrossRef] 

为你推荐