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首页> 外文期刊>Chaos, Solitons and Fractals: Applications in Science and Engineering: An Interdisciplinary Journal of Nonlinear Science >Stochastic optimal control of first-passage failure for coupled Duffing-van der Pol system under Gaussian white noise excitations
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Stochastic optimal control of first-passage failure for coupled Duffing-van der Pol system under Gaussian white noise excitations

机译:高斯白噪声激励下耦合Duffing-van der Pol系统初次失效的随机最优控制

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摘要

In this paper, the stochastic averaging method of quasi-non-integrable-Hamiltonian systems is applied to Duffing-van der Pol system to obtain partially averaged Ito stochastic differential equations. On the basis of the stochastic dynamical programming principle and the partially averaged Ito equation, dynamical programming equations for the reliability function and the mean first-passage time of controlled system are established. Then a non-linear stochastic optimal control strategy for coupled Duffing-van der Pol system subject to Gaussian white noise excitation is taken for investigating feedback minimization of first-passage failure. By averaging the terms involving control forces and replacing control forces by the optimal ones, the fully averaged Ito equation is derived. Thus, the feedback minimization for first-passage failure of controlled system can be obtained by solving the final dynamical programming equations. Numerical results for first-passage reliability function and mean first-passage time of the controlled and uncontrolled systems are compared in illustrative figures to show effectiveness and efficiency of the proposed method. (c) 2005 Elsevier Ltd. All rights reserved.
机译:本文将准不可积分Hamiltonian系统的随机平均方法应用于Duffing-van der Pol系统,以获得部分平均的Ito随机微分方程。基于随机动力学规划原理和局部平均的伊藤方程,建立了受控系统的可靠性函数和平均首次通过时间的动力学规划方程。然后,采用耦合高斯白噪声激励下的Duffing-van der Pol耦合系统的非线性随机最优控制策略,研究了首次通过故障的反馈最小化问题。通过平均涉及控制力的项并用最佳项代替控制力,可以得出完全平均的Ito方程。因此,可以通过求解最终的动态规划方程来获得受控系统首次通过故障的反馈最小化。在说明图中比较了受控系统和非受控系统的首次通过可靠性函数的数值结果和平均第一次通过时间,以显示所提出方法的有效性和效率。 (c)2005 Elsevier Ltd.保留所有权利。

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