Residual wide-kernel deep convolutional auto-encoder for intelligent rotating machinery fault diagnosis with limited samples

被引:0
|
作者
Yang, Daoguang [1 ]
Karimi, Hamid Reza [1 ]
Sun, Kangkang [1 ]
机构
[1] Department of Mechnical Engineering, Politecnico di Milano, Milan, Italy
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:133 / 144
相关论文
共 50 条
  • [1] Residual wide-kernel deep convolutional auto-encoder for intelligent rotating machinery fault diagnosis with limited samples
    Yang, Daoguang
    Karimi, Hamid Reza
    Sun, Kangkang
    NEURAL NETWORKS, 2021, 141 : 133 - 144
  • [2] Intelligent fault diagnosis of rotating machinery using a new ensemble deep auto-encoder method
    Zhang, Yuyan
    Li, Xinyu
    Gao, Liang
    Chen, Wen
    Li, Peigen
    MEASUREMENT, 2020, 151
  • [3] Semisupervised Deep Sparse Auto-Encoder With Local and Nonlocal Information for Intelligent Fault Diagnosis of Rotating Machinery
    Zhao, Xiaoli
    Jia, Minping
    Liu, Zheng
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2021, 70
  • [4] Broad auto-encoder for machinery intelligent fault diagnosis with incremental fault samples and fault modes
    Fu, Yang
    Cao, Hongrui
    Chen, Xuefeng
    Ding, Jianming
    MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2022, 178
  • [5] Deep Laplacian Auto-encoder and its application into imbalanced fault diagnosis of rotating machinery
    Zhao, Xiaoli
    Jia, Minping
    Lin, Mingyao
    MEASUREMENT, 2020, 152
  • [6] A new data generation approach with modified Wasserstein auto-encoder for rotating machinery fault diagnosis with limited fault data
    Zhao, Ke
    Jiang, Hongkai
    Liu, Chaoqiang
    Wang, Yanfeng
    Zhu, Ke
    KNOWLEDGE-BASED SYSTEMS, 2022, 238
  • [7] Collaborative and adversarial deep transfer auto-encoder for intelligent fault diagnosis
    Ma, Yulin
    Yang, Jun
    Li, Lei
    NEUROCOMPUTING, 2022, 486 : 1 - 15
  • [8] Intelligent Fault Diagnosis of Bearing Using Enhanced Deep Transfer Auto-encoder
    Shao H.
    Zhang X.
    Cheng J.
    Yang Y.
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2020, 56 (09): : 84 - 90
  • [9] Gearbox Fault Diagnosis Based on One-dimension Residual Convolutional Auto-encoder
    Zhou, Xingkang
    Yu, Jianbo
    Jixie Gongcheng Xuebao/Journal of Mechanical Engineering, 2020, 56 (07): : 96 - 108
  • [10] A cluster compact auto-encoder for rotating machinery fault feature extraction
    Zhang Z.-Q.
    Chu Z.-B.
    Chen L.-P.
    Yang Q.-Y.
    Kongzhi yu Juece/Control and Decision, 2024, 39 (07): : 2251 - 2258