A Deep Learning-Based Method for Bearing Fault Diagnosis with Few-Shot Learning

被引：0
|
作者：
Li, Yang [1 ]
Gu, Xiaojiao [1 ]
Wei, Yonghe [1 ]
机构：
[1] College of Mechanical Engineering, Shenyang Ligong University, Nanping Middle Road 6, Shenyang,110159, China
来源：
Sensors | 2024年 / 24卷 / 23期
关键词：
Continuous time systems - Fault detection - Roller bearings;
D O I：
10.3390/s24237516
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
相关论文
共 50 条
  • [41] Few-shot learning-based human behavior recognition model
    Mahalakshmi, V.
    Sandhu, Mukta
    Shabaz, Mohammad
    Keshta, Ismail
    Prasad, K. D. V.
    Kuzieva, Nargiza
    Byeon, Haewon
    Soni, Mukesh
    COMPUTERS IN HUMAN BEHAVIOR, 2024, 151
  • [42] Adaptive Prompt Learning-Based Few-Shot Sentiment Analysis
    Pengfei Zhang
    Tingting Chai
    Yongdong Xu
    Neural Processing Letters, 2023, 55 : 7259 - 7272
  • [43] A Feature Extraction Method Based on Few-shot Learning
    Liu, Sa
    Pang, Shanmin
    Zhu, Li
    Zhao, Jiakun
    2020 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTER ENGINEERING (ICAICE 2020), 2020, : 528 - 532
  • [44] Adaptive Meta Transfer Learning with Efficient Self-Attention for Few-Shot Bearing Fault Diagnosis
    Zhao, Jun
    Tang, Tang
    Yu, Ying
    Wang, Jingwei
    Yang, Tianyuan
    Chen, Ming
    Wu, Jie
    NEURAL PROCESSING LETTERS, 2023, 55 (02) : 949 - 968
  • [45] Few-shot fault diagnosis method for rolling bearing using local descriptors
    An, Langfei
    Jia, Feng
    Wang, Bo
    Hou, Jingru
    Shen, Jianjun
    Song, Xuding
    PROCEEDINGS OF 2022 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION (IEEE ICMA 2022), 2022, : 1381 - 1386
  • [46] Novel meta-learning for few-shot bearing fault diagnosis under varying working conditions
    Wang, Chuanhao
    Peng, Jigang
    Sun, Yongjian
    ENGINEERING RESEARCH EXPRESS, 2024, 6 (03):
  • [47] Adaptive Meta Transfer Learning with Efficient Self-Attention for Few-Shot Bearing Fault Diagnosis
    Jun Zhao
    Tang Tang
    Ying Yu
    Jingwei Wang
    Tianyuan Yang
    Ming Chen
    Jie Wu
    Neural Processing Letters, 2023, 55 : 949 - 968
  • [48] Few-shot fault diagnosis of rolling bearing under variable working conditions based on ensemble meta-learning
    Che, Changchang
    Wang, Huawei
    Xiong, Minglan
    Ni, Xiaomei
    DIGITAL SIGNAL PROCESSING, 2022, 131
  • [49] Fast Few-Shot Learning Algorithm Based on Deep Network
    Dai L.
    Feng L.
    Shang X.
    Su H.
    Gong X.
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2021, 34 (10): : 941 - 956
  • [50] A fault diagnosis method for few-shot industrial processes based on semantic segmentation and hybrid domain transfer learning
    Ying Tian
    Yiwei Wang
    Xin Peng
    Wei Zhang
    Applied Intelligence, 2023, 53 : 28268 - 28290
12345