A Novel Method to Identification Type, Location, and Extent of Transformer Winding Faults Based on FRA and SMOTE-SVM

被引：0
|
作者：
Hassane Ezziane
Hamza Houassine
Samir Moulahoum
Moustafa Sahnoune Chaouche
机构：
[1] Research Laboratory of Electrical Engineering and Automatics LREA,
[2] University of Medea,undefined
[3] Department of Electrical Engineering,undefined
[4] University of Bouira,undefined
来源：
Russian Journal of Nondestructive Testing | 2022年 / 58卷
关键词：
frequency response analysis (FRA); power transformer; support vector machine (SVM); synthetic minority over-sampling technique (SMOTE);
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：391 / 404
页数：13
相关论文
共 50 条
  • [41] Novel Transformer Fault Identification Optimization Method Based on Mathematical Statistics
    Zhang, Zhanlong
    Wu, Yongye
    Zhang, Ruixuan
    Jiang, Peiyu
    Liu, Guohua
    Ahmed, Salman
    Dong, Zijian
    [J]. MATHEMATICS, 2019, 7 (03)
  • [42] Method of Online Status Monitoring for Windings of Three-winding Transformer Based on Improved Parameter Identification
    Chen Y.
    Liang J.
    Zhang J.
    Yu J.
    Zhang L.
    [J]. Gaodianya Jishu/High Voltage Engineering, 2019, 45 (05): : 1567 - 1575
  • [43] SMA-optimized SVM transformer state identification method based on acoustic vibration feature differentiation
    Ma H.
    Wang J.
    Yang Q.
    Ni Y.
    [J]. Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2023, 27 (10): : 42 - 53
  • [44] Research on Transformer Winding State Identification Method Based on Frequency Domain Analysis and Multi-field Coupling
    Jing, Yongteng
    Wang, Changyu
    Wang, Xiwen
    Li, Yan
    Li, Dongxue
    Ma, Qiang
    [J]. 2021 3RD INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS (SPIES 2021), 2021, : 128 - 134
  • [45] A new method of rock type identification based on transformer by utilizing acoustic emission
    Wang, Tingting
    Qin, Yifan
    P. G., Ranjith
    Zhao, Wanchun
    Jiang, Jingyi
    Xu, Huayi
    Du, Xuetong
    [J]. PLOS ONE, 2024, 19 (08):
  • [46] A Weld Joint Type Identification Method for Visual Sensor Based on Image Features and SVM
    Zeng, Jiang
    Cao, Guang-Zhong
    Peng, Ye-Ping
    Huang, Su-Dan
    [J]. SENSORS, 2020, 20 (02)
  • [47] A Topology-Based Model for Two-Winding, Shell-Type, Single-Phase Transformer Inter-Turn Faults
    Zhuang, Liman
    Johnson, Brian K.
    Chen, Xusheng
    William, Edward
    [J]. 2016 IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION (T&D), 2016,
  • [48] A novel protection and precise location method based on grounding currents for stator ground faults of large generators
    [J]. Wang, Y. (wyx2005635@qq.com), 1600, Chinese Society for Electrical Engineering (33):
  • [49] A novel method for online in-place detection and location of multiple interconnect faults in SRAM based FPGAs
    Kumar, LK
    Mupid, AJ
    Ramani, AS
    Kamakoti, V
    [J]. ATS 2003: 12TH ASIAN TEST SYMPOSIUM, PROCEEDINGS, 2003, : 262 - 265
  • [50] Damage extent identification method of typical rolling bearing faults based on acoustic emission multi-parameter fusion
    Luan, Xiaochi
    Sha, Yundong
    Li, Zhuang
    Guo, Xiaopeng
    Zhao, Yu
    Liu, Gongmin
    [J]. Hangkong Dongli Xuebao/Journal of Aerospace Power, 39 (08):
12345