Fault diagnosis method based on CS-boosting for unbalanced training data

被引：0
|
作者：
机构：
[1] Yao, Pei
[2] Wang, Zhongsheng
[3] Jiang, Hongkai
[4] Liu, Zhenbao
来源：
Yao, P. (yaopei82@mail.nwpu.edu.cn) | 1600年 / Nanjing University of Aeronautics an Astronautics卷 / 33期
关键词：
D O I：
暂无
中图分类号：
学科分类号：
摘要：
10
引用
收藏
相关论文
共 50 条
  • [1] Research on Fault Diagnosis Method for Power Transformers Based on Unbalanced Data Driving
    Wang, Zhihao
    Yang, Suxiang
    Xiong, Yongdong
    Zhu, Yuchong
    2024 5TH INTERNATIONAL CONFERENCE ON MECHATRONICS TECHNOLOGY AND INTELLIGENT MANUFACTURING, ICMTIM 2024, 2024, : 421 - 424
  • [2] Fault diagnosis method for complex feeding and ramming mechanisms based on SAE-ACGANs with unbalanced limited training data
    Yan X.
    Liang W.
    Zhang G.
    She B.
    Tian F.
    Zhendong yu Chongji/Journal of Vibration and Shock, 2023, 42 (02): : 89 - 99
  • [3] Bearing fault diagnosis method under unbalanced data distribution
    Cao J.
    He Z.-D.
    Yu P.
    Wang J.-H.
    Jilin Daxue Xuebao (Gongxueban)/Journal of Jilin University (Engineering and Technology Edition), 2022, 52 (11): : 2523 - 2531
  • [4] Deep learning fault diagnosis method based on global optimization GAN for unbalanced data
    Zhou, Funa
    Yang, Shuai
    Fujita, Hamido
    Chen, Danmin
    Wen, Chenglin
    KNOWLEDGE-BASED SYSTEMS, 2020, 187
  • [5] An Oversampling Method of Unbalanced Data for Mechanical Fault Diagnosis Based on MeanRadius-SMOTE
    Duan, Feng
    Zhang, Shuai
    Yan, Yinze
    Cai, Zhiqiang
    SENSORS, 2022, 22 (14)
  • [6] Bearing Fault Diagnosis Method Based on Small Sample Data under Unbalanced Loads
    He Q.
    Tang X.
    Li C.
    Lu J.
    Chen J.
    Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2021, 32 (10): : 1164 - 1171and1180
  • [7] A Novel Semi-Supervised Fault Diagnosis Method for Unbalanced Data
    Zhao, Dandan
    Chen, Jiajun
    Yin, Hongpeng
    Cai, Li
    Xia, Min
    IEEE INTERNET OF THINGS JOURNAL, 2025, 12 (06): : 7599 - 7609
  • [8] A Fault Diagnosis Method for Unbalanced Data Based on a Deep Cost Sensitive Convolutional Neural Network
    He, Jing
    Yin, Ling
    Liu, Jianhua
    Zhang, Changfan
    Yang, Haonan
    IFAC PAPERSONLINE, 2022, 55 (03): : 43 - 48
  • [9] A Satellite Fault Diagnosis and Analysis Method based on Extreme Gradient Boosting
    Liu, Xiaopeng
    Wang, Yuechuan
    Chai, Senchun
    Li, Zhaoyang
    PROCEEDINGS OF THE 33RD CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2021), 2021, : 6694 - 6699
  • [10] Federated Learning Based Fault Diagnosis of Power Transformer with Unbalanced Sample Data
    Guo F.
    Liu S.
    Wu X.
    Chen B.
    Zhang W.
    Ge Q.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2023, 47 (10): : 145 - 152
12345