The Research and Implementation of Optical Cable Fault Location Method Based on Navigation

被引:0
|
作者
Li, Ao [1 ]
Han, Sai [1 ]
Wang, Zelin [1 ]
Wang, Guangquan [1 ]
Qiao, Zhi [2 ]
Ni, Songtao [3 ]
机构
[1] China Unicorn Res Inst, Beijing 100048, Peoples R China
[2] China United Network Commun Grp Co Ltd, Beijing 100032, Peoples R China
[3] China Informat Technol Designing & Consulting Ins, Zhengzhou Branch, Zhengzhou 450007, Peoples R China
来源
2023 IEEE 22ND INTERNATIONAL CONFERENCE ON TRUST, SECURITY AND PRIVACY IN COMPUTING AND COMMUNICATIONS, TRUSTCOM, BIGDATASE, CSE, EUC, ISCI 2023 | 2024年
关键词
optical cable fault location; IPRAN alarm; OTN alarm; base station alarm; artificial intelligence; intelligent operation and maintenance; navigation;
D O I
10.1109/TrustCom60117.2023.00286
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The prevalence of fiber optic cable failures has been identified as a key contributor to failures across multiple network systems in the realm of network operations and maintenance. Meanwhile, with the continued expansion of fiber optic cable adoption and its widening coverage, the task of maintenance has grown increasingly complex for network operators. In the context of today's highly efficient, expansive, and intricate networks, the limitations of conventional methods for operating and maintaining fiber optic cables have become unmistakably evident. To meet the pressing need for cost reduction, this paper introduces an innovative optical cable fault location method, leveraging automation and artificial intelligence technology. Tailored for practical network applications, this method conducts a comprehensive analysis of concurrent faults across multiple systems, pinpointing their origin in optical cable faults. Through the implementation of diverse navigation strategies, it achieves automatic optical cable fault location. The adoption of this method delivers a substantial reduction in fault location time, diminishing it from minutes to mere milliseconds. This dramatic increase in location speed leads to significant labor cost reductions, thereby greatly enhancing the efficiency of network maintenance.
引用
收藏
页码:2070 / 2075
页数:6
相关论文
共 50 条
  • [21] Research on fault location method based on nonlinear impedance model
    Liu, Ruiying
    Kang, Zhongjian
    Feng, Yanyan
    Journal of Communications, 2015, 10 (11): : 903 - 909
  • [22] Research on fault diagnosis method of aviation cable based on improved Adaboost
    Wang, Falin
    Yuan, Gang
    Guo, Chaoyang
    Li, Zhinong
    ADVANCES IN MECHANICAL ENGINEERING, 2022, 14 (09)
  • [23] 10kV Cable Fault Location and Type Identification Method Based on FMCW
    Zhao S.
    Gong L.
    Zhan B.
    Liang C.
    Wang W.
    Li C.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2023, 43 (11): : 4452 - 4462
  • [24] A Method of 20 kV Cable Line Fault Location Based on Sheath Grounding Current
    Guo, Faan
    Zhu, Guofang
    Dong, Xiaofeng
    2015 51ST IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, 2015,
  • [25] Incipient Fault Location Method of Cable Based on Both-End Electric Quantities
    Pan, Wenxia
    Li, Ye
    Sun, Kai
    Zhu, Zhu
    Li, Xinrui
    IEEE ACCESS, 2020, 8 : 219503 - 219512
  • [26] Research on a new fault location method
    Dianli Xitong Zidonghue, 7 (12-14):
  • [27] Impedance-Frequency Based Method of Transverse Fault Location in Medium Voltage Cable
    Bugajska, Aneta
    PROCEEDINGS OF 2017 18TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL PROBLEMS OF ELECTRICAL ENGINEERING (CPEE), 2017,
  • [28] Aircraft Cable Fault Location Based on Detection Model
    Liu, Xiaolin
    Li, Zhiquan
    RECENT TRENDS IN MATERIALS AND MECHANICAL ENGINEERING MATERIALS, MECHATRONICS AND AUTOMATION, PTS 1-3, 2011, 55-57 : 332 - 336
  • [29] A Novel Method of Fault-Location in Long Power Cable
    Mi, Jianwei
    Men, Ximing
    Fang, Xiaoli
    Fan, Libin
    MECHANISM AND MACHINE SCIENCE, 2017, 408 : 1419 - 1429
  • [30] CABLE-FAULT LOCATION BY IMPULSE-CURRENT METHOD
    GALE, PF
    PROCEEDINGS OF THE INSTITUTION OF ELECTRICAL ENGINEERS-LONDON, 1975, 122 (04): : 403 - 408