Power System Network Topology Identification Based on Knowledge Graph and Graph Neural Network

被引：0
|
作者：
Wang, Changgang [1 ]
An, Jun [1 ,2 ]
Mu, Gang [2 ]
机构：
[1] Key Laboratory of Modern Power System Simulation and Control and Renewable Energy Technology, Ministry of Education (Northeast Electric Power University), Jilin, China
[2] School of Electrical Engineering, Northeast Electric Power University, Jilin, China
来源：
Frontiers in Energy Research | 2021年 / 8卷
基金：
中国国家自然科学基金;
关键词：
Graph neural networks - Electric network analysis - Topology - Data mining - Eigenvalues and eigenfunctions - Automation - Fault tolerance - Electric power transmission networks;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Power System Network Topology Identification Based on Knowledge Graph and Graph Neural Network
    Wang, Changgang
    An, Jun
    Mu, Gang
    FRONTIERS IN ENERGY RESEARCH, 2021, 8
  • [2] Efficient generation of power system topology diagrams based on Graph Neural Network
    Yang, Chen
    Wu, Shengyang
    Liu, Tao
    He, Yixuan
    Wang, Jingyu
    Shi, Dongyuan
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 149
  • [3] Distribution Network Topology Identification with Graph Transformer Neural Network
    Zhao, Zixuan
    Qiao, Ji
    Li, Jiateng
    Shi, Mengjie
    Wang, Xiaohui
    2022 4TH INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS, SPIES, 2022, : 1580 - 1585
  • [4] Recommendation Method of Power Knowledge Retrieval Based on Graph Neural Network
    Hou, Rongxu
    Zhang, Yiying
    Ou, Qinghai
    Li, Siwei
    He, Yeshen
    Wang, Hongjiang
    Zhou, Zhenliu
    ELECTRONICS, 2023, 12 (18)
  • [5] Topology Identification of Microgrid Based on Graph Convolutional Network
    Sun W.
    Zhu S.
    Yang J.
    Zhu M.
    Li Q.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2022, 46 (05): : 71 - 77
  • [6] An Overview of Research on Knowledge Graph Completion Based on Graph Neural Network
    Yue W.
    Haichun S.
    Data Analysis and Knowledge Discovery, 2024, 8 (03) : 10 - 28
  • [7] Robust State Estimation Method for Distribution Network Based on Graph Neural Network Incorporating Topology Knowledge
    Hu J.
    Cao D.
    Hu W.
    Chen J.
    Chen Z.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2023, 47 (10): : 84 - 97
  • [8] Power Distribution Network Topology Detection Using Dual-Graph Structure Graph Neural Network Model
    Ebtia, Afshin
    Ghafouri, Mohsen
    Debbabi, Mourad
    Kassouf, Marthe
    Mohammadi, Arash
    IEEE TRANSACTIONS ON SMART GRID, 2025, 16 (02) : 1833 - 1850
  • [9] Graph Intention Neural Network for Knowledge Graph Reasoning
    Jiang, Weihao
    Fu, Yao
    Zhao, Hong
    Wan, Junhong
    Pu, Shiliang
    2022 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2022,
  • [10] A Personalized Recommendation System based on Knowledge Graph Embedding and Neural Network
    Wang, Penghua
    Li, Xiaoge
    Du, Feihong
    Liu, Huan
    Zhi, Shuting
    2019 3RD INTERNATIONAL CONFERENCE ON DATA SCIENCE AND BUSINESS ANALYTICS (ICDSBA 2019), 2019, : 161 - 165
12345