Intelligent Fault Diagnosis with Deep Adversarial Domain Adaptation

被引:0
|
作者
Wang, Yu [1 ]
Sun, Xiaojie [1 ]
Li, Jie [1 ]
Yang, Ying [2 ]
机构
[1] State Key Laboratory for Manufacturing and Systems Engineering, School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an,710049, China
[2] Department of Mechanics and Engineering Science, College of Engineering, Peking University, Peking,100871, China
基金
中国国家自然科学基金;
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [41] Collaborative and Conditional Deep Adversarial Network for Intelligent Bearing Fault Diagnosis
    Xia, Yi
    Zhang, Chengzhi
    Ye, Qiang
    Lu, Yixiang
    Yang, Runyu
    Wu, Yuhui
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 71
  • [42] Intelligent cross-machine fault diagnosis approach with deep auto-encoder and domain adaptation
    Li, Xiang
    Jia, Xiao-Dong
    Zhang, Wei
    Ma, Hui
    Luo, Zhong
    Li, Xu
    NEUROCOMPUTING, 2020, 383 : 235 - 247
  • [43] Simulation data driven weakly supervised adversarial domain adaptation approach for intelligent cross-machine fault diagnosis
    Yu, Kun
    Fu, Qiang
    Ma, Hui
    Lin, Tian Ran
    Li, Xiang
    STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL, 2021, 20 (04): : 2182 - 2198
  • [44] Intelligent fault diagnosis of rotating machinery using a multi-source domain adaptation network with adversarial discrepancy matching
    Liu, Shaowei
    Jiang, Hongkai
    Wu, Zhenghong
    Yi, Zichun
    Wang, Ruixin
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2023, 231
  • [45] A Stacked Auto-Encoder Based Partial Adversarial Domain Adaptation Model for Intelligent Fault Diagnosis of Rotating Machines
    Liu, Zhao-Hua
    Lu, Bi-Liang
    Wei, Hua-Liang
    Chen, Lei
    Li, Xiao-Hua
    Wang, Chang-Tong
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (10) : 6798 - 6809
  • [46] Intelligent Cross-Working Condition Fault Detection and Diagnosis Using Isolation Forest and Adversarial Discriminant Domain Adaptation
    Lv, Yaqiong
    Guo, Xiaoling
    Shirmohammadi, Shervin
    Qian, Lu
    Gong, Yi
    Hu, Xinjue
    IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 73
  • [47] A gradient aligned domain adversarial network for unsupervised intelligent fault diagnosis of gearboxes
    Ran, Maoqi
    Tang, Baoping
    Sun, Peng
    Li, Qikang
    Shi, Tielin
    ISA TRANSACTIONS, 2024, 148 : 461 - 476
  • [48] Universal Domain Adaptation in Fault Diagnostics With Hybrid Weighted Deep Adversarial Learning
    Zhang, Wei
    Li, Xiang
    Ma, Hui
    Luo, Zhong
    Li, Xu
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 17 (12) : 7957 - 7967
  • [49] Deep adversarial domain adaptation network
    Wu, Lan
    Li, Chongyang
    Chen, Qiliang
    Li, Binquan
    INTERNATIONAL JOURNAL OF ADVANCED ROBOTIC SYSTEMS, 2020, 17 (05)
  • [50] Domain Adaptation for Intelligent Fault Diagnosis under Different Working Conditions
    Li, Weigui
    Yuan, Zhuqing
    Sun, Wenyu
    Liu, Yongpan
    2020 8TH ASIA CONFERENCE ON MECHANICAL AND MATERIALS ENGINEERING (ACMME 2020), 2020, 319