Fault diagnosis for driving motor with insufficient fault data: a data transfer generation method

被引:0
|
作者
Institute of Reliability Engineering, Beihang University, Beijing [1 ]
100191, China
不详 [2 ]
Technology Laboratory On Reliability & amp
Environmental Engineering, Beihang University, Beijing, China
不详 [3 ]
100191, China
不详 [4 ]
100191, China
机构
来源
Int J Adv Manuf Technol | 2024年 / 3-4卷 / 1195-1218期
关键词
Failure analysis;
D O I
暂无
中图分类号
学科分类号
摘要
Journal article (JA)
引用
收藏
相关论文
共 50 条
  • [1] Fault diagnosis for driving motor with insufficient fault data: a data transfer generation method
    Cheng, Yujie
    Gu, Haoxin
    Song, Dengwei
    Ma, Liang
    Tao, Laifa
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2024, 134 (3-4): : 1195 - 1218
  • [2] A new bearing fault diagnosis method via simulation data driving transfer learning without target fault data
    Hou, Wenbo
    Zhang, Chunlin
    Jiang, Yunqian
    Cai, Keshen
    Wang, Yanfeng
    Li, Ni
    MEASUREMENT, 2023, 215
  • [3] Data Preprocessing Method in Motor Fault Diagnosis Using Unsupervised Learning
    Choi, Dong-Jin
    Han, Ji-Hoon
    Park, Sang-Uk
    Hong, Sun-Ki
    2019 19TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS 2019), 2019, : 1508 - 1511
  • [4] A Data-driven Smart Fault Diagnosis method for Electric Motor
    Gou, Xiaodong
    Bian, Chong
    Zeng, Fuping
    Xu, Qingyang
    Wang, Wencai
    Yang, Shunkun
    2018 IEEE 18TH INTERNATIONAL CONFERENCE ON SOFTWARE QUALITY, RELIABILITY AND SECURITY COMPANION (QRS-C), 2018, : 250 - 257
  • [5] Commutator motor fault diagnosis using acoustic data with a transfer learning approach
    Zastepa, Marek
    PRZEGLAD ELEKTROTECHNICZNY, 2024, 100 (12): : 173 - 180
  • [6] 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
  • [7] A meta transfer learning method for gearbox fault diagnosis with limited data
    She, Daoming
    Yang, Zhichao
    Duan, Yudan
    Yan, Xiaoan
    Chen, Jin
    Li, Yaoming
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2024, 35 (08)
  • [8] Diagnosing batch processes with insufficient fault data: generation of pseudo batches
    Cho, HW
    Kim, KJ
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2005, 43 (14) : 2997 - 3009
  • [9] PCA-LMNN-Based Fault Diagnosis Method for Ironmaking Processes with Insufficient Faulty Data
    Zhang, Tongshuai
    Ye, Hao
    Zhang, Haifeng
    Li, Mingliang
    ISIJ INTERNATIONAL, 2016, 56 (10) : 1779 - 1788
  • [10] The Application of Data Fusion on Fault Diagnosis in Motor Coil
    Chen, Jie
    Zhang, Keren
    Zhu, Weiguo
    Wang, Ya
    Zhao, Jing
    APPLIED MECHANICS, FLUID AND SOLID MECHANICS, 2014, 871 : 342 - 346