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
  • [41] Robust exponential stability of discrete-time uncertain impulsive neural networks with time-varying delay
    Zhang, Yu
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2012, 35 (11) : 1287 - 1299
  • [42] Dynamics of Optimal Cue Integration with Time-Varying Delay in the Insects' Navigation System
    Li, Molan
    Li, Da
    Zhang, Junxing
    Xiang, Xuanlu
    Zhao, Di
    MATHEMATICS, 2023, 11 (17)
  • [43] A mathematical model with time-varying delays in the combined treatment of chronic myeloid leukemia
    Leonid Berezansky
    Svetlana Bunimovich-Mendrazitsky
    Alexander Domoshnitsky
    Advances in Difference Equations, 2012
  • [44] New delay-dependent stability criterion for network-based control systems with time-varying delays
    Song Hou-bin
    2009 INTERNATIONAL SYMPOSIUM ON COMPUTER NETWORK AND MULTIMEDIA TECHNOLOGY (CNMT 2009), VOLUMES 1 AND 2, 2009, : 296 - 299
  • [45] A New Global Stability Criteria for Neural Network with Two Time-Varying Delays
    Guixiang Wang
    Zhenju Mu
    Chenglin Wen
    Yuqi Li
    Circuits, Systems, and Signal Processing, 2012, 31 : 177 - 187
  • [46] Parameter identification based on finite-time synchronization for Cohen-Grossberg neural networks with time-varying delays
    Abdurahman, Abdujelil
    Jiang, Haijun
    Hu, Cheng
    Teng, Zhidong
    NONLINEAR ANALYSIS-MODELLING AND CONTROL, 2015, 20 (03): : 348 - 366
  • [47] A gain-adjustment neural network based time-varying underdetermined linear equation solving method
    Zhang, Zhijun
    Zheng, Lunan
    Qiu, Tairu
    NEUROCOMPUTING, 2021, 458 : 184 - 194
  • [48] Zeroing Neural Network for Time-Varying Linear Equations With Application to Dynamic Positioning
    Dai, Jianhua
    Li, Yiwei
    Xiao, Lin
    Jia, Lei
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2022, 18 (03) : 1552 - 1561
  • [49] Tamper-resistant controller using neural network and time-varying quantization
    Xu, Fangyuan
    Ariizumi, Ryo
    Azuma, Shun-ichi
    Asai, Toru
    ARTIFICIAL LIFE AND ROBOTICS, 2020, 25 (04) : 596 - 602
  • [50] A New Global Stability Criteria for Neural Network with Two Time-Varying Delays
    Wang, Guixiang
    Mu, Zhenju
    Wen, Chenglin
    Li, Yuqi
    CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 2012, 31 (01) : 177 - 187