Hierarchical Approach for Detection and Location of Open Conductor Fault in Power Distribution Networks

被引:0
|
作者
Hong, Ji-Song [1 ]
Sim, Gi-Do [2 ]
Hyun, Seung-Yoon [3 ]
Yun, Sang-Yun [2 ]
机构
[1] LS Elect, Dept K EMS TFT, Anyang, South Korea
[2] Chonnam Natl Univ, Dept Elect Engn, Gwangju 61186, South Korea
[3] KEPCO, KEPCO Res Inst, Daejeon 34056, South Korea
关键词
Voltage measurement; Conductors; Circuit faults; Fault diagnosis; Estimation; Current measurement; Distribution networks; Open conductor fault; hierarchical approach; feeder remote terminal unit; kurtosis; distribution management system; fuzzy algorithm; fault-detection and location; distribution network operation; GRID-FORMING INVERTERS; CONVERTERS; MODELS;
D O I
10.1109/TPWRD.2024.3384622
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We propose a hierarchical approach for detecting open conductor faults (OCFs) at the feeder remote terminal unit (FRTU) level and performing the final determination and location estimation in a distribution management system (DMS). We propose an OCF-detection method at the FRTU level that considers various forms of OCFs. Multivariate detection factors, including kurtosis caused by arcing, are considered in Stage 1. To address the issues of false positive (FP) and false negative detections in the FRTU, which are known to confuse operators, Stage 2 involves comprehensive OCF identification and fault section estimation in the DMS. Thus, we propose an OCF-detection and location-estimation method that utilizes both empirical rules from operators and a fuzzy algorithm. Fuzzy sets and rules are appropriately defined for each method, and the final results are obtained by calculating an OCF certainty factor. Furthermore, through various case studies using MATLAB/Simulink on test systems, we confirmed an improvement in the OCF-detection accuracy for FRTUs compared to existing research along with a reduction in FPs and high location-estimation accuracy in the DMS. The proposed methods could be used to improve operational reliability as well as reduce the complexity of operators' judgment through efficient management of OCFs.
引用
收藏
页码:1939 / 1951
页数:13
相关论文
共 50 条
  • [41] Fault Detection in Power Distribution
    Jhajharia, Amarjeet
    Kumari, Uma
    Chouhan, Nitesh
    Meena, Yogesh
    RECENT ADVANCES IN ELECTRICAL & ELECTRONIC ENGINEERING, 2021, 14 (03) : 304 - 311
  • [42] Fault Location Identification in Power Transmission Networks
    Chang, Hsueh-Hsien
    Yang, Chuan-Choong
    Lee, Wei-Jen
    IEEE INDUSTRY APPLICATIONS MAGAZINE, 2021, 27 (02) : 76 - 89
  • [43] A random forest-based approach for fault location detection in distribution systems
    Okumus, Hatice
    Nuroglu, Fatih M.
    ELECTRICAL ENGINEERING, 2021, 103 (01) : 257 - 264
  • [44] A random forest-based approach for fault location detection in distribution systems
    Hatice Okumus
    Fatih M. Nuroglu
    Electrical Engineering, 2021, 103 : 257 - 264
  • [45] A fault location method for a distribution network with DG based on a hierarchical location model
    Li W.
    Tong X.
    Huang C.
    Peng Y.
    Ji D.
    Wang J.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2022, 50 (24): : 160 - 166
  • [46] Arc Modeling and Kurtosis Detection of Fault with Arc in Power Distribution Networks
    Hyun, Seung-Yoon
    Hong, Ji-Song
    Yun, Sang-Yun
    Kim, Chang-Hwan
    Lee, Youngwoo
    APPLIED SCIENCES-BASEL, 2022, 12 (06):
  • [47] A novel superimposed voltage energy-based approach for single phase to ground fault detection and location in distribution networks
    Jalalt, Sajjad Miralizadeh
    Miralizadeh, Sepideh
    Talavat, Vahid
    Boalndi, Tohid Ghanizadeh
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2023, 17 (18) : 4215 - 4233
  • [48] Hierarchical analysis of power distribution networks
    Zhao, M
    Panda, RV
    Sapatnekar, SS
    Edwards, T
    Chaudhry, R
    Blaauw, D
    37TH DESIGN AUTOMATION CONFERENCE, PROCEEDINGS 2000, 2000, : 150 - 155
  • [49] Deep Attention GRU-GRBM with Dropout for Fault Location in Power Distribution Networks
    Khodayar, Mahdi
    Bavil, Ali Farajzadeh
    Khodayar, Mohammad E.
    2024 IEEE TEXAS POWER AND ENERGY CONFERENCE, TPEC, 2024, : 367 - 372
  • [50] New general matrix arithmetic on the location and isolation of the fault section in power distribution networks
    Xia, Yu
    Yao, Yue'e
    Liu, Quanzhi
    Wang, Zhangqi
    Gaodianya Jishu/High Voltage Engineering, 2002, 28 (03):