Multi-core Cable Fault Diagnosis using Cluster Time-Frequency Domain Reflectometry

被引:0
|
作者
Lee, Chun-Kwon [1 ]
Shin, Yong-June [1 ]
机构
[1] Yonsei Univ, Sch Elect & Elect Engn, 50 Yonsei-Ro, Seoul, South Korea
关键词
control and instrumentation cable; fault diagnosis; reflectometry; time-frequency analysis; crosstalk; K-means clustering;
D O I
暂无
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
Guaranteeing the integrity and functionality of the control and instrumentation (C &I) cable system is essential in ensuring safe nuclear power plant (NPP) operation. When a fault occurs in a multi-core cable, it not only affects the signals of faulty lines but in fact, disturbs the rest as well due to crosstalk and noise interference. Therefore, this results in C&I signal errors in NPP operation and further leads to a rise in concern regarding the NPP operation. Thus, it is necessary for diagnostic technologies of multi-core C&I cables to classify the faulty line and detect the fault to assure the safety and reliability of NPP operation. We propose a diagnostic method that detects the fault location and faulty line in multi-core C&I cable using a clustering algorithm based on TFDR results. The faulty line detection clustering algorithm uses TFDR cross-correlation and phase synchrony results as input feature data altogether which can detect the faulty line and identify the fault point successfully. The proposed clustering algorithm is verified by experiments with two possible fault scenarios in NPP operation.
引用
收藏
页码:499 / 504
页数:6
相关论文
共 50 条
  • [1] Fault Detection in Multi-Core C&I Cable via Machine Learning Based Time-Frequency Domain Reflectometry
    Lee, Chun-Kwon
    Chang, Seung Jin
    APPLIED SCIENCES-BASEL, 2020, 10 (01):
  • [2] Soft fault detection in cables using the cluster time-frequency domain reflectometry
    1600, Institute of Electrical and Electronics Engineers Inc., United States (02):
  • [3] Application of time-frequency domain reflectometry for detection and localization of a fault on a coaxial cable
    Shin, YJ
    Powers, EJ
    Choe, TS
    Hong, CY
    Song, ES
    Yook, JG
    Park, JB
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2005, 54 (06) : 2493 - 2500
  • [4] Detection and estimation of a fault on coaxial cable via time-frequency domain reflectometry
    Choe, TS
    Hong, CY
    Seong, E
    Wook, JG
    Park, JB
    Shin, YJ
    Powers, EJ
    IMTC/O3: PROCEEDINGS OF THE 20TH IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE, VOLS 1 AND 2, 2003, : 190 - 195
  • [5] Online detection and assessment of cable insulation fault based on time-frequency domain reflectometry
    Yin, Zhendong
    Chen, Hongzhen
    Wang, Li
    AIP ADVANCES, 2024, 14 (03)
  • [6] Application of Time-Frequency Domain Reflectometry based on Multi-band Signal for Detection and Localization of Fault on Cable
    Jung, Moon Kang
    Shin, Yang June
    Park, Jin Bae
    2014 14TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2014), 2014, : 396 - 401
  • [7] Research on Fault Location of High Temperature Superconducting Cable Based on Time-frequency Domain Reflectometry
    Wang Y.
    Yao Z.
    Xie W.
    Wu J.
    Han Y.
    Yin Y.
    Zhao G.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2021, 41 (05): : 1540 - 1546
  • [8] Offline Fault Localization Technique on HVDC Submarine Cable via Time-Frequency Domain Reflectometry
    Kwon, Gu-Young
    Lee, Chun-Kwon
    Lee, Geon Seok
    Lee, Yeong Ho
    Chang, Seung Jin
    Jung, Chae-Kyun
    Kang, Ji-Won
    Shin, Yong-June
    IEEE TRANSACTIONS ON POWER DELIVERY, 2017, 32 (03) : 1626 - 1635
  • [9] Offline Fault Localization Technique on HVDC Submarine Cable via Time-Frequency Domain Reflectometry
    Kwon, Gu-Young
    Lee, Chun-Kwon
    Lee, Geon Seok
    Lee, Yeong Ho
    Chang, Seung Jin
    Jung, Chae-Kyun
    Kang, Ji-Won
    Shin, Yong-June
    2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [10] Estimation of fault location on a power line using the time-frequency domain reflectometry
    Doo, Seung-Ho
    Kwak, Ki-Seok
    Park, Jin-Bae
    Transactions of the Korean Institute of Electrical Engineers, 2008, 57 (02): : 268 - 275