Abstract
In the first part of this Chapter. a variety of techniques for predicting nonlinear dynamic system response to random excitation are discussed. These include methods based on modelling the response as a continuous Markov process. leading to diffusion equations, statistical linearization, the method of equivalent nonlinear equations and closure methods. Special attention is paid to the stochastic averaging method, which is a combination of an averaging technique and Markov process modelling. It is shown that the stochastic averaging method is particularly useful for estimating the “first-passage” probability that the system response stays within a safe domain, within a specified period of Lime. Results obtained by this method are presented for oscillators with both linear and nonlinear damping and restoring terms. An alternative technique for solving the first-passage problem, based on the computation of level crossing statistics. is also described: this is especially useful in more general situations, where the stochastic averaging is inapplicable.
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References
Roberts, J. B. and P. D. Spanos: Random Vibration and Statistical Linearization, J. Wiley, Chichester 1990.
Arnold, L.: Stochastic Differential Equations: Theory and Applications, Wiley Interscience, New York 1973.
Roberts, J. B.: Response of nonlinear mechanical systems to random excitation: Markov methods, Shock Vib. Digest, 13 (1981), 17–28.
Atkinson, J. D.: Eigenfunction expansions for randomly excited non-linear systems, J. Sound Vib., 30 (1973), 153–172.
Caughey, T. K.: Nonlinear theory of random vibrations, Adv. Appl. Mechs., 11 (1971), 209–253.
Caughey, T. K.: On the response of a class of nonlinear oscillators to stochastic excitation. Proc. Coli. Int. Du Centre Nat. de la Rechercher Scient., No 148, Marseille, France (1964), 393–402.
Dimentberg, M. F.: Statistical Dynamics of Nonlinear and Time-Varying systems, Research Studies Press, Taunton, U.K. (1988).
Mayfield, W. W.: A sequence solution to the Fokker-Planck equation. IEEE Trans. Inf. Theory, IT-19(1973), 165–175.
Toland, R. H. and C. Y. Yang: Random walk model for first-passage probability, ASCE J. Engng. Mech. Div., 97 (1971), 791–806.
Roberts, J. B.: First-passage time for oscillators with nonlinear damping, ASME J. App. Mechs, 45 (1978), 175–180.
Roberts, J. B.: First passage time for randomly excited nonlinear oscillators, J. Sound Vib., 109 (1986), 33–50.
Langley, R. S.: A finite element method for the statistics of non-linear vibration, J. Sound Vib., 101 (1985), 41–49.
Bergman, C. A. and Spencer, B. F.: First passage of sliding rigid structures on a frictional foundation, Earthquake Engng. Struct. Dyns. 13 (1985), 281–291.
Wehner, M. F. and W. G. Wolfer: Numerical evaluation of path integral solutions to the Fokker-Planck equations. Phys. Rev., A27 (1983), 2663–2670.
Roberts, J. B. and P. D. Spanos: Stochastic averaging: an approximate method for solving random vibration problems, Int. J. Non-linear Mechs., 21 (1986). 111–134.
Caughey, T. K.: On the response of nonlinear oscillators to stochastic excitation, Prob. Engng. Mechs., 1 (1986), 2–4.
Hennig, K. and J. B. Roberts: Averaging methods for randomly excited nonlinear oscillators, in Random Vibration–Status and Recent Developments (Ed. R. H. Lyon) Elsevier, Amsterdam 1986, 143–161.
Stratonovitch, R. L.: Topics in the Theory of Random Noise [2 vols], Gordon and Breach, New York 1964.
Jazwinskii. A.: Stochastic Processes and Filtering Theory, Academic Press, New York (1970).
Khasminskii, R. Z.: A limit theorem for the solutions of differential equations with random right-hand sides, Theory Prob. Apps. 11 (1966), 390–405.
Khasminskii, R. Z.: On the averaging principle for stochastic differential Ito equations, Kibernetika, 9 (1968), 260–279.
Papanicolaou, G. G. and W. Kohler: Asymptotic theory of mixing stochastic ordinary differential equations, Comna Par. App. Maths. 27 (1974), 641–668.
Bogaliubov. N. and A. Mitropoisky: Asymptotic Methods in the Theory of Non-linear Oscillations, Gordon and Breach. New York 1961.
Roberts, J. B.: Averaging Methods in Random Vibration, Dept. Struct. Engng.. Technical Univ. Denmark, Report. R 245. 1989.
Roberts, J. B.: First-Passage Probabilities for randomly excited systems–diffusion methods. Prob. Engng. Mechs., 1 (1986), 66–81.
Cramer. H.: On the intersections between the trajectories of a normal stationary stochastic process and a high level. Arkiv fur Matematik, 6 (1966), 337–349.
Yang, J–N. and M. Shinozuka: First-passage time problem. J. Acoust. Soc. Am., 47 (1970). 393–394.
Franklin, J.N. and E.R. Roderich: Numerical analysis of an elliptic-parabolic partial differential equation, SIAM J. Num. An.. 5 (1968), 680–716.
Dynkin, E.R.: Markov Processes, Springer-Verlag, New York, 1965.
Bolotin, V.V.: Statistical aspects in the theory of structural stability. Proc. Int. Conf. on Dyn. Stability of Structs., Northwestern Univ.. Ill., Pergamon Press. (1965) 67–81.
Crandall, S.H.. K.L. Chandiramini and R.G. Cook: Some first-passage problems in random vibration, ASME J. App. Mechs., 33 (1966), 532–538.
Bergman, L.A. and B.F. Spencer: Solution of the first passage problem for simple linear and nonlinear oscillators by the finite element method, Dept. Theor. & App. Mechs., Univ. Ill. at Urbana - Champ., Rep. No. 461, 1983.
Gradshteyn, I.S. and I.M. Ryzhik: Tables of Integrals, Series and Products, Academic Press, San Diego, 1980.
Seshadri, V., B.J. West, and K. Lindenberg: Analytic theory of extrema II. Application to nonlinear oscillators, J. Sound Vib., 68 (1980), 553–570.
Roberts, J.B.: First passage Lime for the envelope of a randomly excited linear oscillator, J.Sound Vib., 46 (1976), 1–14.
Roberts, J.B.: First passage time for oscillators with nonlinear restoring forces, J. Sound Vib., 56 (1978). 71–86.
Spanos, P.D.: Survival probability of nonlinear oscillators subjected to broad-band random distrubances, Int. J. Nonlinear Mechs., 17 (1982), 303–317.
Roberts, J.B.: Probability of first passage failure for lightly damped oscillators. Proc. IUTAM Symp. Stochastic Problems in Dynamics (ed: B.L. Clarkson ), Pitman 1976.
Mark, W.D.: On false-alarm probabilities of filtered noise, Proc. IEEE, 54 (1966), 316–317.
Lutes, L.D., Y.T. Chen and S. Tzuang: First passage approximation for simple oscillators, ASCE J. Engng. Mechs. Div., 106 (1980), 1111–1124.
Roberts, J.B.: Firstpassage time for oscillators with nonlinear damping, ASME J. App. Mechs., 45 (1978), 175–180.
Roberts, J.B.: First passage probability for nonlinear oscillators, ASCE J. Engng. Mechs. Div., 102 (1976), 851–866.
Roberts. J.B.: First-passage time for randomly excfl d nonlinear oscillators, J.Sound Vib., 109 (1986), 33–50.
Spanos. P.D. and G.P. Solomos: Barrier crossing due to transient excitation. ASCE J. Engng. Mechs., 110 (1984), 20–36.
Roberts. J.B.: An approach to the first-passage problem • in random vibration. J.Sound Vib., 8 (1968), 301–328.
Roberts. J.B.: Probability of first passage failure for stationary random vibration, AIAA J., 12 (1974), 1636–1643.
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© 1991 Springer-Verlag Wien
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Roberts, J.R. (1991). Random Vibration and First Passage Failure. In: Casciati, F., Roberts, J.B. (eds) Reliability Problems: General Principles and Applications in Mechanics of Solids and Structures. International Centre for Mechanical Sciences, vol 317. Springer, Vienna. https://doi.org/10.1007/978-3-7091-2616-5_1
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DOI: https://doi.org/10.1007/978-3-7091-2616-5_1
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