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首页> 外文期刊>Journal of Applied Mechanics: Transactions of the ASME >An Efficient Wiener Path Integral Technique Formulation for Stochastic Response Determination of Nonlinear MDOF Systems
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An Efficient Wiener Path Integral Technique Formulation for Stochastic Response Determination of Nonlinear MDOF Systems

机译:确定非线性MDOF系统随机响应的有效Wiener路径积分技术公式

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摘要

The recently developed approximate Wiener path integral (WPI) technique for determining the stochastic response of nonlinear/hysteretic multi-degree-of-freedom (MDOF) systems has proven to be reliable and significantly more efficient than a Monte Carlo simulation (MCS) treatment of the problem for low-dimensional systems. Nevertheless, the standard implementation of the WPI technique can be computationally cumbersome for relatively high-dimensional MDOF systems. In this paper, a novel WPI technique formulation/implementation is developed by combining the "localization" capabilities of the WPI solution framework with an appropriately chosen expansion for approximating the system response PDF. It is shown that, for the case of relatively high-dimensional systems, the herein proposed implementation can drastically decrease the associated computational cost by several orders of magnitude, as compared to both the standard WPI technique and an MCS approach. Several numerical examples are included, whereas comparisons with pertinent MCS data demonstrate the efficiency and reliability of the technique.
机译:最近开发的用于确定非线性/滞后多自由度(MDOF)系统的随机响应的近似维纳路径积分(WPI)技术已被证明比可靠的蒙特卡罗模拟(MCS)处理更可靠,效率更高。低维系统的问题。然而,对于相对高维的MDOF系统,WPI技术的标准实现可能在计算上很麻烦。在本文中,通过将WPI解决方案框架的“本地化”功能与为近似系统响应PDF进行适当选择的扩展相结合,开发了一种新颖的WPI技术制定/实现。结果表明,与标准WPI技术和MCS方法相比,本文提出的实现方法可以在相对较高维度的系统中将相关的计算成本大幅降低几个数量级。包括几个数值示例,而与相关MCS数据的比较证明了该技术的效率和可靠性。

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