Transformer Fault Detection Based on Partial Discharge Information Fusion and Machine Learning

被引:0
|
作者
Wang, Jian [1 ]
Zhu, Wen-Bing [1 ]
Gu, Chao [1 ]
Zhu, Meng-Zhao [1 ]
Gu, Zhao-Liang [1 ]
Liu, Tian-Feng [2 ]
机构
[1] State Grid Shandong Electric Power Research Institute, Jinan,250102, China
[2] College of Sciences, Adamson University, Manila,1008, Philippines
来源
Journal of Network Intelligence | 2024年 / 9卷 / 04期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
下载
收藏
页码:2486 / 2499
相关论文
共 50 条
  • [1] Machine learning for power transformer SFRA based fault detection
    Bjelic, Milos
    Brkovic, Bogdan
    Zarkovic, Mileta
    Miljkovic, Tatjana
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 156
  • [2] Partial Discharge Pattern Recognition of power transformer by Using Information Fusion
    Chen Xin-Gang
    Zhao Yangyang
    Zhang Chaofeng
    Tian Xiaoxiao
    MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION IV, PTS 1 AND 2, 2012, 128-129 : 933 - 937
  • [3] Transformer fault diagnosis based on information fusion technology
    1600, International Frequency Sensor Association (167):
  • [4] Partial Discharge Detection in Transformer Based on Optical Method
    Xie, Rui
    Ge, Xinyuan
    Sun, Zheng
    Wang, Haoyi
    Zhang, Yin
    Zhang, GuoZhi
    Zhang, XiaoXing
    2018 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2018, : 3243 - 3248
  • [5] Fault Diagnosis for Power Transformer Based on SVM Information Fusion
    Sima Li-ping
    Su Xing-zhi
    Wang Bo
    Dou Peng
    Liu Gen-cai
    Shu Nai-qiu
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
  • [6] Fault Diagnosis of Power Transformer Based on DGA and Information Fusion
    Sun, Chengqun
    Chen, Yu
    Tang, Ning
    2022 IEEE/IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (I&CPS ASIA 2022), 2022, : 247 - 251
  • [7] Bearing Fault Diagnosis Based on Image Information Fusion and Vision Transformer Transfer Learning Model
    Zhang, Zichen
    Li, Jing
    Cai, Chaozhi
    Ren, Jianhua
    Xue, Yingfang
    APPLIED SCIENCES-BASEL, 2024, 14 (07):
  • [8] Identification of Partial Discharge Based on Composite Optical Detection and Transformer-Based Deep Learning Model
    Guo, Jiyuan
    Zhao, Shicheng
    Huang, Bangdou
    Wang, Hang
    He, Yi
    Zhang, Chuyan
    Zhang, Cheng
    Shao, Tao
    IEEE TRANSACTIONS ON PLASMA SCIENCE, 2024, 52 (10) : 1 - 8
  • [9] Transformer partial discharge pattern recognition based on incremental learning
    Xiao J.-P.
    Zhu Y.-L.
    Zhang Y.
    Pan X.-P.
    Dianji yu Kongzhi Xuebao/Electric Machines and Control, 2023, 27 (02): : 9 - 16
  • [10] Partial discharge localization in power transformer tanks using machine learning methods
    Khodaveisi, Farzin
    Karami, Hamidreza
    Karimpour, Matin Zarei
    Rubinstein, Marcos
    Rachidi, Farhad
    SCIENTIFIC REPORTS, 2024, 14 (01):