Automatic fault detection method for smart grid energy routing nodes

被引:0
作者
Cheng, Pu [1 ]
机构
[1] Hebei Chem & Pharmaceut Coll, Shijiazhuang 050026, Peoples R China
关键词
Smart grid; Routing nodes; Fault detection; Power network system; ALGORITHM;
D O I
10.1007/s13198-023-01987-0
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Under the implementation of current hardware of the grid, faults appear frequently in routing nodes and require effective detection. This paper achieves accurate locating and isolation through the efficient detection of faults. Experiments show that it could not only improves the low detection rate and poor fault location accuracy of the current method, but also isolates faults and has strong reliability. The formulation of future development directions is as follows:(1) In order to further improve the quality of fault detection, the interference of grid can be removed in advance;(2) The repair content of the fault should be added to improve the fault detection process. The grid fault detection method based on the immune mechanism and the grid fault detection method based on the limited PMU have a low accuracy of fault location, especially the grid fault detection method based on the limited PMU, of which the fault location accuracy is far lower than the requirements of fault detection technology.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Cloud Computing Platform Design and Machine Learning-Based Fault Location Method in Automatic Dispatching System of Smart Grid
    Guo, Ziming
    Guo, Haibo
    Mu, Yongzheng
    Peng, Yuexing
    Li, Xinpeng
    Gao, Xin
    Liu, Yong
    COMMUNICATIONS, SIGNAL PROCESSING, AND SYSTEMS, 2019, 463 : 2124 - 2131
  • [32] Piezoelectric and electromagnetic hybrid energy harvester for powering wireless sensor nodes in smart grid
    Chen, Wang
    Cao, Yanlong
    Xie, Jin
    JOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY, 2015, 29 (10) : 4313 - 4318
  • [33] A Dependency Graph Approach for Fault Detection and Localization Towards Secure Smart Grid
    He, Miao
    Zhang, Junshan
    IEEE TRANSACTIONS ON SMART GRID, 2011, 2 (02) : 342 - 351
  • [34] Smart Grid Networks enabled Electricity-Theft Detection and Fault Tolerance
    Boucetta, Cherifa
    Flauzac, Olivier
    Haggar, Bachar Salim
    Nassour, Abdel-Nassir Mahamat
    Nolot, Florent
    2020 8TH INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND MOBILE COMMUNICATIONS (WINCOM 2020), 2020, : 135 - 140
  • [35] Deep Reinforcement Learning Based Resource Allocation for Fault Detection with Cloud Edge Collaboration in Smart Grid
    Li, Qiyue
    Zhu, Yadong
    Ding, Jinjin
    Li, Weitao
    Sun, Wei
    Ding, Lijian
    CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2024, 10 (03): : 1220 - 1230
  • [36] Jamming-Resilient Backup Nodes Selection for RPL-based Routing in Smart Grid AMI Networks
    Zhang, Taimin
    Ji, Xiaoyu
    Xu, Wenyuan
    MOBILE NETWORKS & APPLICATIONS, 2022, 27 (01) : 329 - 342
  • [37] Latency and Energy Transmission Cost Optimization using BCO-aware Energy Routing for Smart Grid
    Hebal, Sara
    Harous, Saad
    Mechta, Djamila
    2020 16TH INTERNATIONAL WIRELESS COMMUNICATIONS & MOBILE COMPUTING CONFERENCE, IWCMC, 2020, : 1170 - 1175
  • [38] Automated Fault Analysis in a Smart Grid
    Kezunovic, M.
    T& D ASIA: 2009 TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION: ASIA AND PACIFIC, 2009, : 237 - 239
  • [39] A survey of routing protocols for smart grid communications
    Saputro, Nico
    Akkaya, Kemal
    Uludag, Suleyman
    COMPUTER NETWORKS, 2012, 56 (11) : 2742 - 2771
  • [40] A Communication Architecture for Power Routing in the Smart Grid
    Bouhafs, F.
    Merabti, M.
    Hardy, A.
    2013 1ST INTERNATIONAL CONFERENCE & EXHIBITION ON THE APPLICATIONS OF INFORMATION TECHNOLOGY TO RENEWABLE ENERGY PROCESSES AND SYSTEMS (IT-DREPS 2013), 2013, : 123 - 126