Stochastic responses of nonlinear systems to nonstationary non-Gaussian excitations

被引:13
|
作者
Guo, Siu-Siu [1 ]
Shi, Qingxuan [2 ]
Xu, Zhao-Dong [3 ]
机构
[1] Xian Univ Architecture & Technol, Sch Civil Engn, Inst Mech & Technol, Key Lab Struct & Earthquake Resistance,Minist Edu, Xian, Shaanxi, Peoples R China
[2] Xian Univ Architecture & Technol, Sch Civil Engn, State Key Lab Green Bldg Western China, Xian, Shaanxi, Peoples R China
[3] Southeast Univ, Civil Engn Sch, Nanjing, Peoples R China
基金
中国国家自然科学基金;
关键词
FPK equation; Filtered white noise process; Nonstationary; Non-Gaussian; Probability density function (PDF); POISSON WHITE-NOISE; MONTE-CARLO-SIMULATION; PROBABILISTIC SOLUTIONS; EQUIVALENT LINEARIZATION; RANDOM VIBRATION; MDOF SYSTEMS; OSCILLATORS; MODEL;
D O I
10.1016/j.ymssp.2020.106898
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Some random excitations actually demonstrate a strong deviation from Gaussian. They are associated with strong non-Gaussian properties. In this paper, Poisson and filtered Poisson processes are utilized to describe such non-Gaussian excitations. Besides, nonstationarity has to be considered since excitation intensity is actually a varying process. It is modeled by multiplying stationary models with modulating functions. Based on the above, nonstationary responses of single-degree-of-freedom (SDOF) nonlinear systems under nonGaussian excitations are investigated. Exponential polynomial closure (EPC) approximate method, which is previously proposed for analyzing stationary responses with Gaussian excitations, is further improved by taking time variable or additional state variables into account to determine nonstationary responses with non-Gaussian excitations. Examples of nonlinear systems under nonstationary Poisson and filtered Poisson excitations are analyzed to testify the improved solution procedure. Comparisons between EPC approximates and simulated results evidence that the EPC method is efficient. In addition, non-Gaussian and nonstationary properties of responses are analyzed. Nonationary effects with different modulating function are also discussed. (C) 2020 Elsevier Ltd. All rights reserved.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] RESPONSES OF STOCHASTIC SHELL STRUCTURES TO NON-GAUSSIAN RANDOM EXCITATIONS
    To, Cho W. S.
    [J]. PROCEEDINGS OF NOISECON/ASME NCAD-2008, 2009, : 311 - 318
  • [2] Response and reliability of nonlinear systems under non-Gaussian excitations
    Cai, GQ
    Lin, YK
    Xu, W
    [J]. STOCHASTIC STRUCTURAL DYNAMICS, 1999, : 17 - 22
  • [3] An algorithm to simulate nonstationary and non-Gaussian stochastic processes
    Hong, H.P.
    Cui, X.Z.
    Qiao, D.
    [J]. Journal of Infrastructure Preservation and Resilience, 2021, 2 (01):
  • [4] CONSTRAINED STOCHASTIC DISTRIBUTION CONTROL FOR NONLINEAR STOCHASTIC SYSTEMS WITH NON-GAUSSIAN NOISES
    Zhang, Jianhua
    Ren, Mifeng
    Tian, Ye
    Hou, Guolian
    Fang, Fang
    [J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2013, 9 (04): : 1759 - 1767
  • [5] A new FDD algorithm of a class of nonlinear non-Gaussian stochastic systems
    Zhou, Jinglin
    Wang, Hong
    Zhou, Donghua
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION, VOLS 1-7, 2007, : 2623 - +
  • [6] Response of systems under non-Gaussian random excitations
    Cai, G. Q.
    Suzuki, Y.
    [J]. NONLINEAR DYNAMICS, 2006, 45 (1-2) : 95 - 108
  • [7] Response of Systems Under Non-Gaussian Random Excitations
    G. Q. Cai
    Y. Suzuki
    [J]. Nonlinear Dynamics, 2006, 45 : 95 - 108
  • [8] Polynomial chaos decomposition for the simulation of non-Gaussian nonstationary stochastic processes
    Sakamoto, S
    Ghanem, R
    [J]. JOURNAL OF ENGINEERING MECHANICS-ASCE, 2002, 128 (02): : 190 - 201
  • [9] Crossing Rate Analysis with a Non-Gaussian Closure Method for Nonlinear Stochastic Systems
    Guo-Kang Er
    [J]. Nonlinear Dynamics, 1997, 14 : 279 - 291
  • [10] Entropy Optimization Filtering for Fault Isolation of Nonlinear Non-Gaussian Stochastic Systems
    Guo, Lei
    Yin, Liping
    Wang, Hong
    Chai, Tianyou
    [J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2009, 54 (04) : 804 - 810