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
来源：
Gongcheng Kexue Yu Jishu/Advanced Engineering Sciences | 2022年 / 54卷 / 06期
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
  • [31] A novel deep learning method based on attention mechanism for bearing remaining useful life prediction
    Chen, Yuanhang
    Peng, Gaoliang
    Zhu, Zhiyu
    Li, Sijue
    APPLIED SOFT COMPUTING, 2020, 86
  • [32] Traffic Speed Prediction: An Attention-Based Method
    Liu, Duanyang
    Tang, Longfeng
    Shen, Guojiang
    Han, Xiao
    SENSORS, 2019, 19 (18)
  • [33] An attention-based stacked BiLSTM framework for predicting remaining useful life of rolling bearings
    Rathore, Maan Singh
    Harsha, S. P.
    APPLIED SOFT COMPUTING, 2022, 131
  • [34] Conformal Prediction Intervals for Remaining Useful Lifetime Estimation
    Javanmardi, Alireza
    Hullermeier, Eyke
    INTERNATIONAL JOURNAL OF PROGNOSTICS AND HEALTH MANAGEMENT, 2023, 14 (02)
  • [35] Remaining useful lifetime prediction for predictive maintenance in manufacturing
    Tasci, Bernar
    Omar, Ammar
    Ayvaz, Serkan
    COMPUTERS & INDUSTRIAL ENGINEERING, 2023, 184
  • [36] Shared Temporal Attention Transformer for Remaining Useful Lifetime Estimation
    Chadha, Gavneet Singh
    Bin Shah, Sayed Rafay
    Schwung, Andreas
    Ding, Steven X.
    IEEE ACCESS, 2022, 10 : 74244 - 74258
  • [37] A novel local enhanced channel self-attention based on Transformer for industrial remaining useful life prediction
    Zhang, Zhizheng
    Song, Wen
    Wu, Qiong
    Sun, Wenxu
    Li, Qiqiang
    Jia, Lei
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2025, 141
  • [38] 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
  • [39] Degradation modeling and remaining useful lifetime prediction based on functional variance process
    Qin, Linjie
    Shen, Yan
    APPLIED STOCHASTIC MODELS IN BUSINESS AND INDUSTRY, 2024, 40 (04) : 1039 - 1059
  • [40] Remaining Useful Life Prediction Via Interactive Attention-Based Deep Spatio-Temporal Network Fusing Multisource Information
    Lu, Shixiang
    Gao, Zhiwei
    Xu, Qifa
    Jiang, Cuixia
    Xie, Tianming
    Zhang, Aihua
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2024, 71 (07) : 8007 - 8016
12345