Security Protection Technology Based on Power Communication Terminal Intelligent Equipment

被引:0
作者
Liu, Danni [1 ]
Zhao, Mingming [2 ]
Wang, Shengda [1 ]
Sun, Xiaofu [1 ]
Sun, Haoran [1 ]
机构
[1] JiLin Informat & Telecommun Co, State Grid Jilin Elect Power Corp Ltd, Changchun, Peoples R China
[2] State Grid Cyber Secur Technol Co Ltd, Beijing, Peoples R China
来源
ELECTRICA | 2023年 / 23卷 / 03期
关键词
Intelligent power distribution equipment; power distribution communication network; safety protection;
D O I
10.5152/electr.2023.22119
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The aim of this study was to study the security problems faced by an Radio Frequency Identification (RFID) system in the whole process management of intelligent power distribution system equipment. Based on information security risks, the defects are analyzed, and how to protect distributed energy stations from information security threats in the energy Internet environment is discussed. This paper analyzes the new business communication requirements of distribution communication network and the security risks. The results are as follows: in the classification accuracy experiment, the accuracy of all kinds of classification is obtained through three algorithms [DAG-SVM based on minimum coupling degree, DAG-SVM based on maximum separability, and double-decision hyperplane (DDH)]. Among them, the accuracy of the optimized DDH algorithm in this paper is 98.65%, which is the highest of the three, and the time is the shortest, saving about 40%. A security protocol is proposed which has good protection against several attacks. Deep neural network was used to mine the power terminal attack by means of feature engineering and data enhancement, and the network-level security monitoring of power terminals is realized. The feasibility of the proposed method is verified by building a physical simulation platform, and the experimental results show that the proposed strategy can improve the security of power terminals.
引用
收藏
页码:466 / 474
页数:9
相关论文
共 20 条
  • [1] Bi-level energy optimization model in smart integrated engineering systems using WSN
    Ajay, P.
    Nagaraj, B.
    Jaya, J.
    [J]. ENERGY REPORTS, 2022, 8 : 2490 - 2495
  • [2] C'est quoi post-truth, new era or time-immemorial? Conceptual reflections for democracy, power and free speech
    Asardag, Dilara
    Donders, Karen
    [J]. INTERNATIONAL COMMUNICATION GAZETTE, 2022, 84 (02) : 136 - 156
  • [3] Nonlinear analysis and estimation of the domain of attraction for a droop controlled microgrid system
    Binu, Krishnan U.
    Mija, S. J.
    Cheriyan, Elizabeth P.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2022, 204
  • [4] A Distributed Current Sharing Strategy for Islanded AC Microgrids Based on Low-Bandwidth Communication
    Deng, Fei
    Mattavelli, Paolo
    Zhang, Xiaobin
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2022, 206
  • [5] Dogra A., 2022, J. Smart Environ. Green Comput, V2, P3, DOI [10.20517/jsegc.2021.09, DOI 10.20517/JSEGC.2021.09]
  • [6] Ge Y., 2022, Energies, V15
  • [7] Complex circuit simulation and nonlinear characteristics analysis of GaN power switching device
    Gu, Ji
    Wang, Wei
    Yin, Rong
    Truong, Chinh, V
    Ganthia, Bibhu Prasad
    [J]. NONLINEAR ENGINEERING - MODELING AND APPLICATION, 2021, 10 (01): : 555 - 562
  • [8] Reliable and Low-Power Communications System Based on IR-UWB for Offshore Wind Turbines
    Guisasola, Aitor
    Cortes, Ainhoa
    Cejudo, Javier
    da Silva, Astrid
    Losada, Markos
    Bustamante, Paul
    [J]. ELECTRONICS, 2022, 11 (04)
  • [9] Sustainable Social Care: The Potential of Mainstream "Smart" Technologies
    Hamblin, Kate
    [J]. SUSTAINABILITY, 2022, 14 (05)
  • [10] Understanding the role of the bring-your-own-device policy in medical education and healthcare delivery at the University of Botswana's Faculty of Medicine
    Kadimo, Khutsafalo
    Mutshewa, Athulang
    Kebaetse, Masego B.
    [J]. INFORMATION AND LEARNING SCIENCES, 2022, 123 (3/4) : 199 - 213