A novel method for power transformer fault diagnosis considering imbalanced data samples

被引：0
|
作者：
Chen, Jun [1 ]
Wang, Yong [1 ]
Kong, Lingming [1 ]
Chen, Yilong [1 ]
Chen, Mianzhi [1 ]
Cai, Qian [2 ]
Sheng, Gehao [2 ]
机构：
[1] Guangzhou Power Supply Bureau of Guangdong, Power Grid Co. Ltd., Guangdong, Guangzhou, China
[2] Department of Electrical Engineering, Shanghai Jiao Tong University, Shanghai, China
来源：
Frontiers in Energy Research | 2024年 / 12卷
关键词：
Compendex;
D O I：
10.3389/fenrg.2024.1500548
中图分类号：
学科分类号：
摘要：
Nearest neighbor search
引用
收藏
相关论文
共 50 条
  • [1] Improved BLS based transformer fault diagnosis considering imbalanced samples
    Xu, Chao
    Li, Xiaolan
    Wang, Zhenhao
    Zhao, Beijia
    Xie, Jie
    [J]. ENERGY REPORTS, 2022, 8 : 1446 - 1453
  • [2] Fault Diagnosis of Power Transformer Based on Improved ACGAN Under Imbalanced Data
    Kari, Tusongjiang
    Du, Lin
    Rouzi, Aisikaer
    Ma, Xiaojing
    Liu, Zhichao
    Li, Bo
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2023, 75 (02): : 4573 - 4592
  • [3] A Novel Fault Diagnosis method for Rotating Machinery of Imbalanced Data
    Han, Qi
    Wang, Xianghua
    Yang, Rui
    [J]. PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 2072 - 2077
  • [4] Power transformer fault diagnosis considering data imbalance and data set fusion
    Zhang, Yang
    Chen, Hong Cai
    Du, Yaping
    Chen, Min
    Liang, Jie
    Li, Jianhong
    Fan, Xiqing
    Yao, Xin
    [J]. HIGH VOLTAGE, 2021, 6 (03): : 543 - 554
  • [5] Electric power transformer fault diagnosis by identification data method
    Sun, H.
    Li, W.D.
    Sun, Q.Z.
    [J]. 2001, Chinese Society for Electrical Engineering (21):
  • [6] A Fault Diagnosis Method for Power Transformer Using Bayesian Data Analysis
    Cui Haoyang
    Fang Yong
    Tang Zhong
    Liu Jun
    Ye Bo
    [J]. PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 6, 2010, : 567 - 570
  • [7] A Combined Fault Diagnosis Method for Power Transformer in Big Data Environment
    Wang, Yan
    Zhang, Liguo
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2017, 2017
  • [8] A Bearing Fault Diagnosis Method in Scenarios of Imbalanced Samples and Insufficient Labeled Samples
    Cheng, Xiaohan
    Lu, Yuxin
    Liang, Zhihao
    Zhao, Lei
    Gong, Yuandong
    Wang, Meng
    [J]. Applied Sciences (Switzerland), 2024, 14 (19):
  • [9] Diesel Engine Fault Diagnosis Method for Imbalanced Data
    Fengrong, Bi
    Mingzhi, Guo
    Xiaoyang, Bi
    Daijie, Tang
    Pengfei, Shen
    Meng, Huang
    [J]. Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology, 2024, 57 (08): : 810 - 820
  • [10] A novel power transformer fault diagnosis method based on data augmentation for KPCA and deep residual network
    Liu, Xiaozhi
    Xie, Jie
    Luo, Yanhong
    Yang, Dongsheng
    [J]. ENERGY REPORTS, 2023, 9 : 620 - 627
12345