Identification of mathematical model for time-varying delay system based on dual-neural network

被引:0
|
作者
Pan, F [1 ]
Han, RC [1 ]
Zhi, ZY [1 ]
Liu, HB [1 ]
Zuo, L [1 ]
机构
[1] Taiyuan Univ Sci & Technol, Elect Coll, Taiyuan 030024, Peoples R China
来源
ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings | 2005年
关键词
neural network; time-varying delay system; mathematical model; parameter identification;
D O I
暂无
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
In the paper, a dual-neural network structure is presented to identify the mathematical model of time-vary delay system. A neuron network is applied to identify the time-varying delay parameter of process, so the delay can be separated from system mathematical model. Another neural network is used to identify other time-varying parameters of system. A precise mathematical model can be obtained by using this dual-neural network identification method, and this is vital for the control of delay system.
引用
收藏
页码:1281 / 1283
页数:3
相关论文
共 50 条
  • [1] Application of neural network for time-varying large delay system
    Pan, F
    Feng, DM
    Han, RC
    Zhi, ZY
    Yu, SJ
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 450 - 452
  • [2] A directly regressive predictive and adaptive control of time-varying delay system based on time delay identification
    Gao, W
    Zhang, T
    Li, YC
    2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS, 2002, : 2142 - 2145
  • [3] A fuzzy smith control of time-varying delay systems based on time delay identification
    Tao, Z
    Li, YC
    2003 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-5, PROCEEDINGS, 2003, : 614 - 619
  • [4] A Time-varying Neural-network-based ARX Model of the Traffic in Mobile Networks
    Aljerme, Abdelkader
    Liu, Huaping
    2020 10TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE (CCWC), 2020, : 907 - 912
  • [5] Reconstruction of time-varying objects in computerized tomography using a model-based neural network
    Deming, RW
    JOINT CONFERENCE ON THE SCIENCE AND TECHNOLOGY OF INTELLIGENT SYSTEMS, 1998, : 422 - 427
  • [6] Mathematical model for time-varying system employing across-track scanning
    Samberg, A
    LASER RADAR TECHNOLOGY AND APPLICATIONS II, 1997, 3065 : 214 - 223
  • [7] New passivity criteria for neural networks with time-varying delay
    Zhang, Zexu
    Mou, Shaoshuai
    Lam, James
    Gao, Huijun
    NEURAL NETWORKS, 2009, 22 (07) : 864 - 868
  • [8] Time-varying neural network for stock return prediction
    Wong, Steven Y. K.
    Chan, Jennifer S. K.
    Azizi, Lamiae
    Xu, Richard Y. D.
    INTELLIGENT SYSTEMS IN ACCOUNTING FINANCE & MANAGEMENT, 2022, 29 (01) : 3 - 18
  • [9] DSC-based RBF neural network control for nonlinear time-delay systems with time-varying full state constraints
    He, Youguo
    Zhou, Yu
    Cai, Yingfeng
    Yuan, Chaochun
    Shen, Jie
    ISA TRANSACTIONS, 2022, 129 : 79 - 90
  • [10] Time-Varying Quadratic Programming by Zhang Neural Network Equipped with a Time-Varying Design Parameter γ(t)
    Li, Zhan
    Zhang, Yunong
    ADVANCES IN NEURAL NETWORKS - ISNN 2011, PT I, 2011, 6675 : 101 - 108