Fault section location for a distribution network based on one-dimensional convolution and graph neural networks

被引：0
|
作者：
He, Xiaolong [1 ]
Gao, Hongjun [1 ]
Huang, Yuan [1 ]
Gao, Yiwen [2 ]
Wang, Renjun [1 ]
Liu, Junyong [1 ]
机构：
[1] College of Electrical Engineering, Sichuan University, Chengdu,610065, China
[2] State Grid Sichuan Electric Power Company, Chengdu,610041, China
来源：
Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control | 2024年 / 52卷 / 17期
关键词：
Convolution;
D O I：
10.19783/j.cnki.pspc.240021
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：27 / 39
相关论文
共 50 条
  • [31] A fault diagnosis method based on one-dimensional data enhancement and convolutional neural network
    Long, Yunyao
    Zhou, Wuneng
    Luo, Yong
    MEASUREMENT, 2021, 180
  • [32] Intelligent fault diagnosis of rotating machinery based on one-dimensional convolutional neural network
    Wu, Chunzhi
    Jiang, Pengcheng
    Ding, Chuang
    Feng, Fuzhou
    Chen, Tang
    COMPUTERS IN INDUSTRY, 2019, 108 : 53 - 61
  • [33] An arc fault detection method based on a one-dimensional dilated convolutional neural network
    Jiang H.
    Bai G.
    Zhou Z.
    Deng Q.
    Teng J.
    Zhang Y.
    Zhou L.
    Zhou Z.
    Qinghua Daxue Xuebao/Journal of Tsinghua University, 2024, 64 (03): : 492 - 501
  • [34] Fault diagnosis and identification of rotating machinery based on one-dimensional convolutional neural network
    Yu, Feifei
    Chen, Guoyan
    Dua, Canyi
    Liu, Liwu
    Xing, Xiaoting
    Yang, Xiaoqing
    JOURNAL OF VIBROENGINEERING, 2024, 26 (04) : 793 - 807
  • [35] The Neural Network of One-Dimensional Convolution-An Example of the Diagnosis of Diabetic Retinopathy
    Sun, Yunlei
    IEEE ACCESS, 2019, 7 : 69657 - 69666
  • [36] Learning the dynamics of a one-dimensional plasma model with graph neural networks
    Carvalho, Diogo D.
    Ferreira, Diogo R.
    Silva, Luis O.
    MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2024, 5 (02):
  • [37] Fault Location in Distribution Network with Distributed Generation Based on Neural Network
    Ge Liang
    Peng Liyuan
    Liu Ruihuan
    Zhou Fen
    Wang Xin
    2014 CHINA INTERNATIONAL CONFERENCE ON ELECTRICITY DISTRIBUTION (CICED), 2014,
  • [38] Bearing Fault Diagnosis Using One-Dimensional Convolutional Neural Network
    Gao, Zhanyuan
    Wei, Zhennan
    Chen, Yuan
    Ying, Tianqi
    Gao, Haojie
    2022 22ND INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2022), 2022, : 158 - 162
  • [39] Fault Location of Active Distribution Networks Based on the Golden Section Method
    Yang, Haizhu
    Liu, Xiangyang
    Guo, Yiming
    Zhang, Peng
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [40] Multi-Timescale-Based Fault Section Location in Distribution Networks
    Pang, Qingle
    Ye, Lin
    Gao, Houlei
    Li, Xinian
    Wang, Yangjie
    Cao, Tong
    IEEE ACCESS, 2021, 9 : 148698 - 148709
12345