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Statistical analysis for stochastic systems including fractional derivatives

    Research output: Journal Publications and ReviewsRGC 21 - Publication in refereed journalpeer-review

    Abstract

    An analytical scheme to determine the statistical behavior of a stochastic system including two terms of fractional derivative with real, arbitrary, fractional orders is proposed. In this approach, Green's functions obtained are based on a Laplace transform approach and the weighted generalized Mittag-Leffler function. The responses of the system can be subsequently described as a Duhamel integral-type closeform expression. These expressions are applied to obtain the statistical behavior of a dynamical system excited by stationary stochastic processes. The numerical simulation based on the modified Euler method and Monte Carlo approach is developed. Three examples of single-degree-of-freedom system with fractional derivative damping under Gaussian white noise excitation are presented to illustrate application of the proposed method. Copyright © 2009 Springer Science+Business Media B.V.
    Original languageEnglish
    Pages (from-to)339-349
    JournalNonlinear Dynamics
    Volume59
    Issue number1-2
    DOIs
    Publication statusPublished - Jan 2010

    Research Keywords

    • Duhamel integral
    • Fractional derivatives
    • Laplace transform
    • Numerical simulation
    • Statistical behavior

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