An improved closure method for analysis of nonlinear stochastic systems

被引:85
作者
Er, GK [1 ]
机构
[1] Univ Macao, Fac Sci & Technol, POB 3001, Macau, Macao, Peoples R China
关键词
probability density function; mean up-crossing rate; nonlinear stochastic systems; exponential polynomial;
D O I
10.1023/A:1008346204836
中图分类号
TH [机械、仪表工业];
学科分类号
0802 [机械工程];
摘要
The probability density function (PDF) and the mean up-crossing rate (MCR) of the stationary responses of nonlinear stochastic systems excited by white noise is analyzed based on the assumption that the PDF of the responses is approximated with an exponential function of a polynomial in the state variables. Based upon the approximate PDF, a new technique is developed for the approximate PDF solution of Fokker-Planck-Kolmogorov equation, and consequently, the MCR of the system responses is analyzed. Numerical results showed that the approximate PDFs and MCRs approach to the exact ones as the degree of the polynomial increases.
引用
收藏
页码:285 / 297
页数:13
相关论文
共 18 条
[1]
APPROXIMATE ANALYSIS OF NONLINEAR STOCHASTIC SYSTEMS [J].
ASSAF, SA ;
ZIRKLE, LD .
INTERNATIONAL JOURNAL OF CONTROL, 1976, 23 (04) :477-492
[2]
ANALYSIS OF NONLINEAR OSCILLATORS UNDER STOCHASTIC EXCITATION BY THE FOKKER-PLANCK-KOLMOGOROV EQUATION [J].
BARATTA, A ;
ZUCCARO, G .
NONLINEAR DYNAMICS, 1994, 5 (03) :255-271
[3]
Booton R.C., 1954, IRE Trans. Circ. Theory, V1, P9
[4]
A NEW APPROXIMATE SOLUTION TECHNIQUE FOR RANDOMLY EXCITED NON-LINEAR OSCILLATORS [J].
CAI, GQ ;
LIN, YK .
INTERNATIONAL JOURNAL OF NON-LINEAR MECHANICS, 1988, 23 (5-6) :409-420
[6]
[7]
Crossing rate analysis with a non-Gaussian closure method for nonlinear stochastic systems [J].
Er, GK .
NONLINEAR DYNAMICS, 1997, 14 (03) :279-291
[8]
Eugene W., 1965, INT J ENGINEERING SC, V3, P213, DOI 10.1016/0020-7225(65)90045-5
[9]
CROSSINGS OF NON-GAUSSIAN TRANSLATION PROCESSES [J].
GRIGORIU, M .
JOURNAL OF ENGINEERING MECHANICS-ASCE, 1984, 110 (04) :610-620
[10]
STUDY OF RANDOM VIBRATION OF NON-LINEAR SYSTEMS BY GAUSSIAN CLOSURE TECHNIQUE [J].
IYENGAR, RN ;
DASH, PK .
JOURNAL OF APPLIED MECHANICS-TRANSACTIONS OF THE ASME, 1978, 45 (02) :393-399