Online Semi-supervised Fault Diagnosis of Transformer Based on Dissolved Gas in Oil

被引：0
|
作者：
Zhu, Qingdong [1 ]
Zhu, Wenbing [1 ]
Wang, Haozhe [1 ]
Gu, Zhaoliang [1 ]
Xu, Ran [1 ]
Zhu, Mengzhao [1 ]
机构：
[1] State Grid Shandong Electric Power Company Electric Power Research Institute, Shandong Province, Jinan,250002, China
来源：
Dianwang Jishu/Power System Technology | 2023年 / 47卷 / 03期
关键词：
22;
D O I：
10.13335/j.1000-3673.pst.2021.2524
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1031 / 1037
相关论文
共 50 条
  • [1] A Semi-Supervised Autoencoder With an Auxiliary Task (SAAT) for Power Transformer Fault Diagnosis Using Dissolved Gas Analysis
    Kim, Sunuwe
    Jo, Soo-Ho
    Kim, Wongon
    Park, Jongmin
    Jeong, Jingyo
    Han, Yeongmin
    Kim, Daeil
    Youn, Byeng Dong
    [J]. IEEE ACCESS, 2020, 8 : 178295 - 178310
  • [2] An Efficient Framework Based on Semi-Supervised Learning for Transformer Fault Diagnosis
    Yang, Jiarong
    Yang, Dingkun
    Bao, Jinshan
    Zhang, Jing
    He, Yu
    Yan, Rujing
    Zhang, Ying
    Hu, Kelin
    [J]. IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2024, 19 (03) : 362 - 372
  • [3] Transformer Fault Diagnosis Based on the analysis of dissolved gas in oil
    Sun, Jie
    Xing, Jiuxia
    [J]. 2012 2ND INTERNATIONAL CONFERENCE ON APPLIED ROBOTICS FOR THE POWER INDUSTRY (CARPI), 2012, : 95 - 97
  • [4] Study on Transformer Oil Dissolved Gas Online Monitoring and Fault Diagnosis Method
    He, Huimin
    Xu, Xiaotian
    [J]. PROCEEDINGS OF 2012 IEEE INTERNATIONAL CONFERENCE ON CONDITION MONITORING AND DIAGNOSIS (IEEE CMD 2012), 2012, : 593 - 596
  • [5] A novel two-stage Dissolved Gas Analysis fault diagnosis system based semi-supervised learning
    Tan, Xuemin
    Guo, Chao
    Wang, Ke
    Wan, Fu
    [J]. HIGH VOLTAGE, 2022, 7 (04): : 676 - 691
  • [6] Multi-filter semi-supervised transformer model for fault diagnosis
    Tan, Xuemin
    Qi, Jun
    Gan, John Q.
    Zhang, Jianglin
    Guo, Chao
    Wan, Fu
    Wang, Ke
    [J]. ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023, 124
  • [7] Establish Expert System of Transformer Fault Diagnosis Based on Dissolved Gas in Oil
    Ma, Donglai
    Zhang, Wenjing
    Yao, Wei
    [J]. PROCEEDINGS OF 2013 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CLOUD COMPUTING COMPANION (ISCC-C), 2014, : 681 - 685
  • [8] Interpretable Transformer Fault Diagnosis Based on SHAP Value and Dissolved Gas Analysis of Transformer Oil
    Liao, Caibo
    Yang, Jinxin
    Qiu, Zhibin
    Hu, Xiong
    Zeng, Qinglin
    Huang, Zhiyong
    [J]. Dianwang Jishu/Power System Technology, 2024, 48 (04): : 1752 - 1761
  • [9] A kind of Semi-supervised Classifying Method Research for Power Transformer Fault Diagnosis
    Chen, Siping
    [J]. PROCEEDINGS OF 2016 IEEE 7TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE (ICSESS 2016), 2016, : 1013 - 1016
  • [10] Imbalanced fault diagnosis based on semi-supervised ensemble learning
    Jian, Chuanxia
    Ao, Yinhui
    [J]. JOURNAL OF INTELLIGENT MANUFACTURING, 2023, 34 (07) : 3143 - 3158
12345