Volume 44 Issue 10
Oct.  2023
Turn off MathJax
Article Contents
ZHAI Guoqing, CHEN Qiaoyu, TONG Dongbing, ZHOU Wuneng. Fixed-Time Asymptotic Stability and Energy Consumption Estimation of Nonlinear Systems[J]. Applied Mathematics and Mechanics, 2023, 44(10): 1180-1186. doi: 10.21656/1000-0887.440041
Citation: ZHAI Guoqing, CHEN Qiaoyu, TONG Dongbing, ZHOU Wuneng. Fixed-Time Asymptotic Stability and Energy Consumption Estimation of Nonlinear Systems[J]. Applied Mathematics and Mechanics, 2023, 44(10): 1180-1186. doi: 10.21656/1000-0887.440041

Fixed-Time Asymptotic Stability and Energy Consumption Estimation of Nonlinear Systems

doi: 10.21656/1000-0887.440041
  • Received Date: 2023-02-20
  • Rev Recd Date: 2023-07-09
  • Publish Date: 2023-10-31
  • The fixed-time asymptotic stability and energy consumption estimation problems of nonlinear systems were discussed. First, a novel dynamic model with nonlinearity and time-varying delays was proposed. Second, to effectively improve the convergence rate of the system, a fixed-time control strategy was adopted. Through construction of the Lyapunov functional and with the inequality analysis method, sufficient conditions for the error system were obtained to achieve the fixed-time asymptotic stability. Moreover, to predict the energy consumption during the operation of the system, the upper bound of the energy consumption for the system was estimated, which is helpful to evaluate the operation time of the system. Finally, a numerical example was given to verify the feasibility and effectiveness of the results.
  • loading
  • [1]
    YANG F, WANG C. Pattern-based NN control of a class of cncertain nonlinear systems[J]. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(4): 1108-1119. doi: 10.1109/TNNLS.2017.2655503
    [2]
    CHEN H, ZHAO Y, HU F, et al. Nonlinear resilient learning method based on joint time-frequency image analysis in underwater visible light communication[J]. IEEE Photonics Journal, 2017, 55(8): 4668-4681.
    [3]
    ZHON Q, YANG J, SHI K, et al. Event-triggered H load frequency control for multi-area nonlinear power systems based on non-fragile proportional integral control strategy[J]. IEEE Transactions on Intelligent Transportation Systems, 2021, 23(8): 12191-12201.
    [4]
    杜雨薇, 李兵, 宋乾坤. 事件触发下混合时滞神经网络的状态估计[J]. 应用数学和力学, 2020, 41(8): 887-898. doi: 10.21656/1000-0887.400377

    DU Yuwei, LI Bing, SONG Qiankun. Event-based state estimation for neural network with time-varying delay and infinite-distributed delay[J]. Applied Mathematics and Mechanics, 2020, 41(8): 887-898. (in Chinese) doi: 10.21656/1000-0887.400377
    [5]
    ABDURAHMAN A, JIANG H, TENG Z. Finite-time synchronization for memristor-based neural networks with time-varying delays[J]. Neural Networks, 2015, 69: 20-28. doi: 10.1016/j.neunet.2015.04.015
    [6]
    WU Y, HU J, XIANG L, et al. Finite-time output regulation of linear heterogeneous multi-agent systems[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2021, 69(3): 1248-1252.
    [7]
    DANG V M, MINH T H, PHUOC N D, et al. Finite-time stabilization of non-autonomous, nonlinear second-order systems based on minimum time principle[J]. Vietnam Journal of Science and Technology, 2021, 59(2): 249-260. doi: 10.15625/2525-2518/59/2/15679
    [8]
    佟英浩, 童东兵, 陈巧玉, 等. 事件触发驱动的非线性系统有限时间状态估计器设计[J]. 应用数学和力学, 2020, 41(6): 669-678. doi: 10.21656/1000-0887.400210

    TONG Yinghao, TONG Dongbing, CHEN Qiaoyu, et al. Design of a finite-time state estimator for nonlinear systems under event-triggered control[J]. Applied Mathematics and Mechanics, 2020, 41(6): 669-678. (in Chinese) doi: 10.21656/1000-0887.400210
    [9]
    POLYAKOV A. Nonlinear feedback design for fixed-time stabilization of linear control systems[J]. IEEE Transactions on Automatic Control, 2011, 57(8): 2106-2110.
    [10]
    YU J, YU S, YAN Y. Fixed-time stability of stochastic nonlinear systems and its application into stochastic multi-agent systems[J]. IET Control Theory & Applications, 2021, 15(1): 126-135.
    [11]
    HUANG S, XIONG L, WANG J, et al. Fixed-time fractional-order sliding mode controller for multimachine power systems[J]. IEEE Transactions on Power Systems, 2020, 36(4): 2866-2876.
    [12]
    HU C, HE H, JIANG H. Fixed/preassigned-time synchronization of complex networks via improving fixed-time stability[J]. IEEE Transactions on Cybernetics, 2020, 51(6): 2882-2892.
    [13]
    TONG D, MA B, CHEN Q, et al. Finite-time synchronization and energy consumption prediction for multilayer fractional-order networks[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023, 70(6): 2176-2180. doi: 10.1109/TCSII.2022.3233420
    [14]
    YANG G, TONG D, CHEN Q, et al. Fixed-time synchronization and energy consumption for Kuramoto-oscillator networks with multilayer distributed control[J]. IEEE Transactions on Circuits and Systems II: Express Briefs, 2023, 70(4): 1555-1559. doi: 10.1109/TCSII.2022.3221477
    [15]
    CAI Z, HUANG L, WANG Z. Finite-/fixed-time stability of nonautonomous functional differential inclusion: Lyapunov approach involving indefinite derivative[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 33(11): 6763-6774.
    [16]
    ZUO Z, SONG J, TIAN B, et al. Robust fixed-time stabilization control of generic linear systems with mismatched disturbances[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020, 52(2): 759-768.
    [17]
    TANG Z, PARK J H, SHEN H. Finite-time cluster synchronization of Lur'e networks: a nonsmooth approach[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017, 48(8): 1213-1224.
    [18]
    HU C, YU J, CHEN Z, et al. Fixed-time stability of dynamical systems and fixed-time synchronization of coupled discontinuous neural networks[J]. Neural Networks, 2017, 89: 74-83. doi: 10.1016/j.neunet.2017.02.001
    [19]
    WANG X, CAO J, WANG J, et al. A novel fixed-time stability strategy and its application to fixed-time synchronization control of semi-Markov jump delayed neural networks[J]. Neurocomputing, 2021, 452: 284-293. doi: 10.1016/j.neucom.2021.04.107
    [20]
    XU Y, WU X, WAN X, et al. Finite/fixed-time synchronization of multi-layer networks based on energy consumption estimation[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2021, 68(10): 4278-4286. doi: 10.1109/TCSI.2021.3096211
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Figures(2)

    Article Metrics

    Article views (237) PDF downloads(55) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return