Speed Adaptive Graph Convolutional Network for Wheelset-Bearing System Fault Diagnosis Under Time-Varying Rotation Speed Conditions

被引：0
|
作者：
Zonghao Yuan
Zengqiang Ma
Xin Li
Yuehua Cui
机构：
[1] Shijiazhuang Tiedao University,State Key Laboratory of Mechanical Behavior and System Safety of Traffic Engineering Structures
[2] Shijiazhuang Tiedao University,School of Traffic and Transportation
[3] Shijiazhuang Tiedao University,School of Electrical and Electronic Engineering
[4] Hebei Provincial Collaborative Innovation Center of Transportation Power Grid Intelligent Integration Technology and Equipment,undefined
来源：
Journal of Vibration Engineering & Technologies | 2024年 / 12卷
关键词：
Wheel-set bearing fault diagnosis; Speed adaptive ability; Data fusion; Graph convolution network;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：247 / 258
页数：11
相关论文
共 50 条
  • [1] Speed Adaptive Graph Convolutional Network for Wheelset-Bearing System Fault Diagnosis Under Time-Varying Rotation Speed Conditions
    Yuan, Zonghao
    Ma, Zengqiang
    Li, Xin
    Cui, Yuehua
    JOURNAL OF VIBRATION ENGINEERING & TECHNOLOGIES, 2024, 12 (01) : 247 - 258
  • [2] Wheelset-Bearing Fault Feature Extraction From Multi-Impulsive Signals Under Time-Varying Speed Conditions
    He, Xia
    Zhang, Qingsong
    Ding, Jianming
    Zhao, Wentao
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2023, 72
  • [3] FAULT DIAGNOSIS OF PUMP ROTOR-BEARING SYSTEM BASED ON FREQUENCY TEMPORAL SERIES GRAPH UNDER TIME-VARYING SPEED CONDITIONS
    Sun, Sichao
    Xia, Xinyu
    Yang, Jiale
    Zhou, Hua
    PROCEEDINGS OF BATH/ASME 2024 SYMPOSIUM ON FLUID POWER AND MOTION CONTROL, FPMC2024, 2024,
  • [4] Unknown bearing fault diagnosis under time-varying speed conditions and strong noise background
    Jianhua Yang
    Chen Yang
    Xuzhu Zhuang
    Houguang Liu
    Zhile Wang
    Nonlinear Dynamics, 2022, 107 : 2177 - 2193
  • [5] Unknown bearing fault diagnosis under time-varying speed conditions and strong noise background
    Yang, Jianhua
    Yang, Chen
    Zhuang, Xuzhu
    Liu, Houguang
    Wang, Zhile
    NONLINEAR DYNAMICS, 2022, 107 (03) : 2177 - 2193
  • [6] Time-varying demodulation analysis for rolling bearing fault diagnosis under variable speed conditions
    Feng, Zhipeng
    Chen, Xiaowang
    Wang, Tianyang
    JOURNAL OF SOUND AND VIBRATION, 2017, 400 : 71 - 85
  • [7] Bearing Fault Diagnosis Under Time-Varying Speed and Load Conditions via Speed Sensorless Algorithm and Angular Resample
    Ye, Ming
    Huang, Jin
    2018 XIII INTERNATIONAL CONFERENCE ON ELECTRICAL MACHINES (ICEM), 2018, : 1775 - 1781
  • [8] Oscillatory time-frequency concentration for adaptive bearing fault diagnosis under nonstationary time-varying speed
    Li, Yongbo
    Fu, Hao
    Feng, Ke
    Li, Zhixiong
    Peng, Zhike
    Saboktakin, Abbasali
    Noman, Khandaker
    MEASUREMENT, 2023, 218
  • [9] Adaptive correlated Kurtogram and its applications in wheelset-bearing system fault diagnosis
    Liu, Zechao
    Yang, Shaopu
    Liu, Yongqiang
    Lin, Jianhui
    Gu, Xiaohui
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 154
  • [10] Fault diagnosis of rolling bearing under time-varying speed conditions based on EfficientNetv2
    Qu, Haoyang
    Yang, Jianhua
    Shen, Mengen
    Chen, Huatao
    Zhou, Dengji
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2022, 33 (06)
12345