Probabilistic evolution analysis and first passage analysis of a class of stochastic dynamic systems with fractional derivative based on Complex Fractional Moment method

被引:5
|
作者
Niu, Lizhi [1 ]
Xu, Wei [1 ]
Sun, Tongtong [1 ]
Zhang, Wenting [1 ]
Lu, Yisha [1 ]
机构
[1] Northwestern Polytech Univ, Dept Appl Math, Xian 710129, Peoples R China
基金
中国国家自然科学基金;
关键词
Complex fractional moment; Transient response; Fractional derivative; First passage time; FOKKER-PLANCK EQUATION; TRANSIENT-RESPONSE; DUFFING OSCILLATOR; FINITE-ELEMENT; WHITE-NOISE; CALCULUS; INTEGRATION; SUBJECT; DENSITY;
D O I
10.1016/j.cnsns.2023.107241
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this paper, the application of complex fractional moment(CFM) method in the stochastic dynamic systems with Caputo-type fractional derivative under the excitation of Gaussian white noise are investigated. By the approximation method, the FPK equation governing the amplitude is derived, and the semi-analytic solution of FPK equation is obtained by CFM method. The results are verified by numerical simulation. Meanwhile, the probability evolution of transient Probability Density Function(PDF) is analyzed when the stochastic bifurcation induced by fractional coefficient for the first time. In addition, the relation of equivalence between first passage time(FPT) and CFM is established by a novel method, the accuracy of this method is verified, the influences of system parameters change on reliability function and the FPT are discussed by the novel method.(c) 2023 Elsevier B.V. All rights reserved.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Stochastic analysis of a nonlinear energy harvester with fractional derivative damping
    Rongchun Hu
    Dongxu Zhang
    Zichen Deng
    Chenghui Xu
    Nonlinear Dynamics, 2022, 108 : 1973 - 1986
  • [22] Stability Analysis of a Class of Nonlinear Fractional Differential Systems With Riemann-Liouville Derivative
    Zhang, Ruoxun
    Yang, Shiping
    Feng, Shiwen
    IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2024, 11 (08) : 1883 - 1885
  • [23] Stability Analysis of a Class of Nonlinear Fractional Differential Systems With Riemann-Liouville Derivative
    Ruoxun Zhang
    Shiping Yang
    Shiwen Feng
    IEEE/CAA Journal of Automatica Sinica, 2024, 11 (08) : 1883 - 1885
  • [24] A new fractional moment equation method for the response prediction of nonlinear stochastic systems
    Dai, Hongzhe
    Zhang, Ruijing
    Zhang, Hao
    NONLINEAR DYNAMICS, 2019, 97 (04) : 2219 - 2230
  • [25] A new fractional moment equation method for the response prediction of nonlinear stochastic systems
    Hongzhe Dai
    Ruijing Zhang
    Hao Zhang
    Nonlinear Dynamics, 2019, 97 : 2219 - 2230
  • [26] Stability analysis for a class of implicit fractional differential equations involving Atangana–Baleanu fractional derivative
    Sana Asma
    Kamal Shabbir
    Thabet Shah
    Advances in Difference Equations, 2021
  • [27] Pseudospectral analysis for multidimensional fractional Burgers equation based on Caputo fractional derivative
    Singh, Harvindra
    Mittal, A. K.
    Balyan, L. K.
    ARABIAN JOURNAL OF MATHEMATICS, 2024, 13 (02) : 409 - 424
  • [28] New power law inequalities for fractional derivative and stability analysis of fractional order systems
    Hao Dai
    Weisheng Chen
    Nonlinear Dynamics, 2017, 87 : 1531 - 1542
  • [29] New power law inequalities for fractional derivative and stability analysis of fractional order systems
    Dai, Hao
    Chen, Weisheng
    NONLINEAR DYNAMICS, 2017, 87 (03) : 1531 - 1542
  • [30] Uncertainty analysis of rock tunnel based on fractional moment and dimensional reduction method
    Zhao, Hongbo
    Li, Shaojun
    Zhu, Changxing
    INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2021, 139 (139)