Attention-based Remaining Useful Lifetime Prediction Method for Industrial Internet of Things

被引:0
|
作者
Li, Guorui [1 ]
Wu, Yajun [1 ]
Wang, Ying [2 ]
Peng, Sancheng [3 ]
Wang, Cong [1 ]
机构
[1] School of Computer Sci. and Eng., Northeastern Univ., Shenyang,110169, China
[2] Dept. of Info. Eng., Qinhuangdao Vocational and Technical College, Qinhuangdao,066100, China
[3] Lab. of Language Eng. and Computing, Guangdong Univ. of Foreign Studies, Guangzhou,510006, China
关键词
601.2 Machine Components - 722.3 Data Communication; Equipment and Techniques - 723 Computer Software; Data Handling and Applications - 922.2 Mathematical Statistics;
D O I
暂无
中图分类号
学科分类号
摘要
25
引用
收藏
页码:67 / 74
相关论文
共 50 条
  • [41] Remaining useful lifetime prediction for equipment based on nonlinear implicit degradation modeling
    CAI Zhongyi
    WANG Zezhou
    CHEN Yunxiang
    GUO Jiansheng
    XIANG Huachun
    Journal of Systems Engineering and Electronics, 2020, 31 (01) : 194 - 205
  • [42] Machine remaining useful life prediction method based on global-local attention compensation network
    Chen, Zhixiang
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2025, 255
  • [43] A novel remaining useful life prediction method based on gated attention mechanism capsule neural network
    Zhao, Chengying
    Huang, Xianzhen
    Li, Yuxiong
    Li, Shangjie
    MEASUREMENT, 2022, 189
  • [44] Remaining Useful Lifetime Prediction Method of Controlled Systems Considering Performance Degradation of Actuator
    Shi Q.
    Hu C.-H.
    Si X.-S.
    Hu X.-X.
    Zhang Z.-X.
    Zidonghua Xuebao/Acta Automatica Sinica, 2019, 45 (05): : 941 - 952
  • [45] Industrial Remaining Useful Life Prediction by Partial Observation Using Deep Learning With Supervised Attention
    Li, Xiang
    Jia, Xiaodong
    Wang, Yinglu
    Yang, Shaojie
    Zhao, Haodong
    Lee, Jay
    IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2020, 25 (05) : 2241 - 2251
  • [46] Remaining Useful Life Prediction of Aeroengine Based on Multi-Head Attention
    Nie L.
    Xu S.-Y.
    Zhang L.-F.
    Yin Y.-H.
    Dong Z.-Q.
    Zhou X.-D.
    Tuijin Jishu/Journal of Propulsion Technology, 2023, 44 (08):
  • [47] Integration of expert judgment into remaining useful lifetime prediction of components
    Schuh, Peter
    Stern, Hendrik
    Tracht, Kirsten
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE IN THROUGH-LIFE ENGINEERING SERVICES, 2014, 22 : 109 - 114
  • [48] Prediction of Remaining Useful Lifetime of Membrane Using Machine Learning
    Won, Dong-Yeon
    Sim, Hyun Su
    Kim, Yong Soo
    SCIENCE OF ADVANCED MATERIALS, 2020, 12 (10) : 1485 - 1491
  • [49] Using temporal convolution network for remaining useful lifetime prediction
    Chen, Jungan
    Chen, Danjiang
    Liu, Gaoping
    ENGINEERING REPORTS, 2021, 3 (03)
  • [50] Remaining useful lifetime prediction via deep domain adaptation
    da Costa, Paulo Roberto de Oliveira
    Akcay, Alp
    Zhang, Yingqian
    Kaymak, Uzay
    RELIABILITY ENGINEERING & SYSTEM SAFETY, 2020, 195