Multi source data security protection of smart grid based on edge computing

被引:0
|
作者
Xiao, Jianfei [1 ]
Wang, Yugang [1 ]
Zhang, Xiaolong [1 ]
Luo, Guijun [1 ]
Xu, Chuanyou [1 ]
机构
[1] Aostar Information Technologies Co.,Ltd., Sichuan, Chengdu,610000, China
来源
Measurement: Sensors | 2024年 / 35卷
关键词
Computing power - Data fusion - Data handling - Edge computing - Electric power supplies to apparatus - Electric power system protection - Electric power transmission - Electric power transmission networks - Maps - Outages - Risk assessment - Risk perception;
D O I
10.1016/j.measen.2024.101288
中图分类号
学科分类号
摘要
In order to cope with the continuous development of information technology, the data volume of edge devices in the power supply network is increasing rapidly, and the higher requirements for real-time data processing and transmission bandwidth are put forward, the author proposes the research on security protection of multi-source data in smart grid based on edge computing. Established a distribution network safety risk map, calculated and analyzed safety risks through potential functions, and obtained node potential values and key node data; The intelligent grid multi-source heterogeneous data monitoring model based on edge computing can realize the timely perception and real-time response of distribution network faults, shorten the outage time, and improve the power supply reliability and user satisfaction of the distribution network. The results indicate that: Taking a distribution network line in a certain area as an example, the highest potential value is node 9, followed by nodes 10 and 3. This indicates that in order to ensure the reliable operation of the distribution network and avoid power outages, it is necessary to improve the repair capacity, the proportion of old equipment, and the power supply radius exceeding the standard. Conclusion: The effectiveness of potential function in risk assessment of edge computing is verified, which can provide theoretical guidance for distribution network fault diagnosis. © 2024
引用
下载
收藏
相关论文
共 50 条
  • [1] Application of edge computing technology in smart grid data security
    Cheng, Zhuo (ZhuoCheng279@163.com), 2025, 37
  • [2] Research on Multi-source Data Security Protection of Smart Grid Based on Quantum Key Combination
    Wang, Licheng
    Wang, Dongshan
    Gao, Jian
    Huo, Chao
    Bai, Huifeng
    Yuan, Jianan
    2019 IEEE 4TH INTERNATIONAL CONFERENCE ON CLOUD COMPUTING AND BIG DATA ANALYSIS (ICCCBDA), 2019, : 449 - 453
  • [3] Security and privacy protection protocol based on edge computing in smart campus
    Liang, Jing
    Gong, Yan
    EXPERT SYSTEMS, 2024,
  • [4] Smart grid data security storage strategy based on cloud computing platform
    Jiang, Xin
    Yang, Qifan
    Ji, Wen
    Chen, Yanshu
    Cai, Yuxiang
    Li, Xiaoming
    2021 6TH INTERNATIONAL CONFERENCE ON SMART GRID AND ELECTRICAL AUTOMATION (ICSGEA 2021), 2021, : 69 - 74
  • [5] Intrusion Detection for Smart Home Security Based on Data Augmentation with Edge Computing
    Yuan, Danni
    Ota, Kaoru
    Dong, Mianxiong
    Zhu, Xiaoyan
    Wu, Tao
    Zhang, Linjie
    Ma, Jianfeng
    ICC 2020 - 2020 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2020,
  • [6] Research on Data Security and Privacy Protection of Smart Grid Based on Alliance Chain
    Ma, Youjie
    Su, Hua
    Zhou, Xuesong
    Tu, Fuhou
    PROCEEDINGS OF 2022 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2022), 2022, : 157 - 162
  • [7] Security Analysis of Blockchain-based User Authentication for Smart Grid Edge Computing Infrastructure
    Lee, Hakjun
    Ryu, Jihyeon
    Lee, Youngsook
    Won, Dongho
    PROCEEDINGS OF THE 2021 15TH INTERNATIONAL CONFERENCE ON UBIQUITOUS INFORMATION MANAGEMENT AND COMMUNICATION (IMCOM 2021), 2021,
  • [8] Smart Applications in Edge Computing: Overview on Authentication and Data Security
    Li, Xinghua
    Chen, Ting
    Cheng, Qingfeng
    Ma, Siqi
    Ma, Jianfeng
    IEEE INTERNET OF THINGS JOURNAL, 2021, 8 (06) : 4063 - 4080
  • [9] Edge Computing Based Privacy-Preserving Data Aggregation Scheme in Smart Grid
    Kang, Yuhao
    Guo, Songtao
    Li, Pan
    Yang, Yuanyuan
    2020 IEEE 39TH INTERNATIONAL PERFORMANCE COMPUTING AND COMMUNICATIONS CONFERENCE (IPCCC), 2020,
  • [10] Data Screening Algorithm of Power Grid Security Hidden Danger Based on Edge Computing
    Jiang, Jinxia
    Zhou, Hui
    Chen, Zhanjie
    Lv, Wei
    Geng, Jipu
    Journal of Multiple-Valued Logic and Soft Computing, 2024, 42 : 141 - 157