State Degradation Trend Prediction Based on Double Hidden Layer Quantum Circuit Recurrent Unit Neural Network

被引:1
|
作者
Li, Feng [1 ,2 ,3 ]
Xiang, Wang [1 ]
Chen, Yong [1 ]
Tang, Baoping [2 ]
Wang, Jiaxu [3 ]
机构
[1] School of Manufacturing Science and Engineering, Sichuan University, Chengdu,610065, China
[2] The State Key Laboratory of Mechanical Transmissions, Chongqing University, Chongqing,400044, China
[3] School of Aeronautics and Astronautics, Sichuan University, Chengdu,610065, China
关键词
D O I
10.3901/JME.2019.06.083
中图分类号
学科分类号
摘要
引用
收藏
页码:83 / 92
相关论文
共 50 条
  • [1] Quantum weighted gated recurrent unit neural network and its application in performance degradation trend prediction of rotating machinery
    Xiang, Wang
    Li, Feng
    Wang, Jiaxu
    Tang, Baoping
    [J]. NEUROCOMPUTING, 2018, 313 : 85 - 95
  • [2] State trend prediction of rolling bearing based on reinforcement learning unit matching recurrent neural network
    Li, Feng
    Chen, Yong
    Wang, Jiaxu
    Tang, Baoping
    [J]. Jisuanji Jicheng Zhizao Xitong/Computer Integrated Manufacturing Systems, CIMS, 2020, 26 (08): : 2050 - 2059
  • [3] Fault Prediction of Turnout Equipment Based on Double-layer Gated Recurrent Unit Neural Network
    Shi, Xiaojie
    Dai, Shenghua
    [J]. 2021 IEEE INTELLIGENT TRANSPORTATION SYSTEMS CONFERENCE (ITSC), 2021, : 2336 - 2341
  • [4] A reinforcement learning unit matching recurrent neural network for the state trend prediction of rolling bearings
    Li, Feng
    Chen, Yong
    Wang, Jiaxu
    Zhou, Xueming
    Tang, Baoping
    [J]. MEASUREMENT, 2019, 145 : 191 - 203
  • [5] Stock Trend Prediction Algorithm Based on Deep Recurrent Neural Network
    Lu, Ruochen
    Lu, Muchao
    [J]. WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2021, 2021
  • [6] Prediction model for stock price trend based on recurrent neural network
    Zhao, Jinghua
    Zeng, Dalin
    Liang, Shuang
    Kang, Huilin
    Liu, Qinming
    [J]. JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (01) : 745 - 753
  • [7] Prediction model for stock price trend based on recurrent neural network
    Jinghua Zhao
    Dalin Zeng
    Shuang Liang
    Huilin Kang
    Qinming Liu
    [J]. Journal of Ambient Intelligence and Humanized Computing, 2021, 12 : 745 - 753
  • [8] State Trend Prediction of Spacecraft Based on BP Neural Network
    Yang, Tianshe
    Chen, Bin
    Zhang, Hailong
    Wang, Xiaole
    Gao, Yu
    Xing, Nan
    [J]. PROCEEDINGS OF 2013 2ND INTERNATIONAL CONFERENCE ON MEASUREMENT, INFORMATION AND CONTROL (ICMIC 2013), VOLS 1 & 2, 2013, : 809 - 812
  • [9] Prediction of TOC Based on Pre-stack Inversion and Double Hidden Layer BP Neural Network
    Jiang, Xu-dong
    Cao, Jun-xing
    Cai, Zi-wei
    [J]. PROCEEDINGS OF THE INTERNATIONAL CONFERENCE OF COMPUTATIONAL METHODS IN SCIENCES AND ENGINEERING 2017 (ICCMSE-2017), 2017, 1906
  • [10] Research on the Prediction Method of Centrifugal Pump Performance Based on a Double Hidden Layer BP Neural Network
    Han, Wei
    Nan, Lingbo
    Su, Min
    Chen, Yu
    Li, Rennian
    Zhang, Xuejing
    [J]. ENERGIES, 2019, 12 (14):