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
  • [1] Fault detection method for energy routing nodes of smart grids oriented to electricity information security
    Li W.
    Gao S.
    Ding R.
    Hao Y.
    Yang C.
    International Journal of Performability Engineering, 2019, 15 (12): : 3304 - 3311
  • [2] Automatic fault identification in WSN-based smart grid environment
    Murthy, Rekha Mullur Nagaraja
    Mahadevaswamy, Udigala Basavaraju
    INTERNATIONAL JOURNAL OF COMMUNICATION SYSTEMS, 2022, 35 (18)
  • [3] A Sensitivity Study of PMU-based Fault Detection on Smart Grid
    Barella, Richard
    Duc Nguyen
    Winter, Ryan
    Lu, Kuei-Ti
    Wallace, Scott
    Zhao, Xinghui
    Cotilla-Sanchez, Eduardo
    SMARTGREENS 2015 PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON SMART CITIES AND GREEN ICT SYSTEMS, 2015, : 185 - 192
  • [4] Location and Communication Routing Optimization of Trust Nodes in Smart Grid Network Infrastructure
    Zhang, Yichi
    Sun, Weiqing
    Wang, Lingfeng
    2012 IEEE POWER AND ENERGY SOCIETY GENERAL MEETING, 2012,
  • [5] Research On Smart Grid Fault Analysis Based On Simultaneous Fault Detection
    Wang Hong-ying
    Zhao Xin-li
    2016 INTERNATIONAL CONFERENCE ON ROBOTS & INTELLIGENT SYSTEM (ICRIS), 2016, : 374 - 380
  • [6] Fault Detection, Classification And Location In Power Distribution Smart Grid Using Smart Meters Data
    Souhe, Felix Ghislain Yem
    Boum, Alexandre Teplaira
    Ele, Pierre
    Mbey, Camille Franklin
    Kakeu, Vinny Junior Foba
    JOURNAL OF APPLIED SCIENCE AND ENGINEERING, 2023, 26 (01): : 23 - 34
  • [7] Interpretable adaptive fault detection method for smart grid based on belief rule base
    Li, Yingmei
    Bai, Yaopu
    Yang, Ruohan
    Feng, Zhichao
    He, Wei
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [8] Automatic fault detection in grid connected PV systems
    Silvestre, Santiago
    Chouder, Aissa
    Karatepe, Engin
    SOLAR ENERGY, 2013, 94 : 119 - 127
  • [9] Electromagnetic field and artificial intelligence based fault detection and classification system for the transmission lines in smart grid
    Khadse, Chetan
    Patharkar, Abhijeet A.
    Chaudhari, Bharat S.
    ENERGY SOURCES PART A-RECOVERY UTILIZATION AND ENVIRONMENTAL EFFECTS, 2021, : 9362 - 9376
  • [10] Resource Orchestration of Cloud-Edge-based Smart Grid Fault Detection
    Li, Jie
    Deng, Yuxing
    Sun, Wei
    Li, Weitao
    Li, Ruidong
    Li, Qiyue
    Liu, Zhi
    ACM TRANSACTIONS ON SENSOR NETWORKS, 2022, 18 (03)