Time-variant response computation of flexible multibody systems with imprecise random fields

IF 2.8 3区 工程技术 Q2 MECHANICS
Jingwei Meng, Yanfei Jin
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引用次数: 0

Abstract

This paper proposes a new uncertain modelling and analysis method for flexible multibody systems with imprecise random field uncertainties. The standard random field is expanded to the imprecise random field model containing the behavior of imprecise randomness with bounded statistical moments more appropriately for real engineering problems. The imprecise random field is further discretized to independent standard Gaussian random variables by using the Karhunen-Loève expansion method. The flexible multibody system is modeled by using a unified mesh of the absolute node coordinate formula. Mathematical expressions and solution procedure based on the Polynomial chaos-Legendre metamodel are developed to solve the dynamic equations of systems involving imprecise random field. Two types of evaluation indexes are effectively established by constructing the second layer polynomial chaos expansion, namely interval mean value, interval variance, mean of the upper bound, variance of the lower bound. Finally, the effectiveness of the presented method is illustrated by two numerical examples of flexible multibody systems. Especially, for complicated multibody systems, it is necessary to calculate two uncertainty evaluation indexes to study the complete dynamic behavior.
本文为具有不精确随机场不确定性的柔性多体系统提出了一种新的不确定性建模和分析方法。标准随机场被扩展为不精确随机场模型,该模型包含有界统计矩的不精确随机性行为,更适合实际工程问题。利用卡尔胡宁-洛埃夫扩展法,将不精确随机场进一步离散化为独立的标准高斯随机变量。采用绝对节点坐标公式的统一网格对柔性多体系统进行建模。建立了基于多项式混沌-Legendre 元模型的数学表达式和求解程序,用于求解涉及不精确随机场的系统动态方程。通过构建第二层多项式混沌展开,有效地建立了两类评价指标,即区间均值、区间方差、上界均值、下界方差。最后,通过两个柔性多体系统的数值实例说明了所提出方法的有效性。特别是对于复杂的多体系统,有必要计算两个不确定性评价指标来研究其完整的动态行为。
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来源期刊
CiteScore
5.50
自引率
9.40%
发文量
192
审稿时长
67 days
期刊介绍: The International Journal of Non-Linear Mechanics provides a specific medium for dissemination of high-quality research results in the various areas of theoretical, applied, and experimental mechanics of solids, fluids, structures, and systems where the phenomena are inherently non-linear. The journal brings together original results in non-linear problems in elasticity, plasticity, dynamics, vibrations, wave-propagation, rheology, fluid-structure interaction systems, stability, biomechanics, micro- and nano-structures, materials, metamaterials, and in other diverse areas. Papers may be analytical, computational or experimental in nature. Treatments of non-linear differential equations wherein solutions and properties of solutions are emphasized but physical aspects are not adequately relevant, will not be considered for possible publication. Both deterministic and stochastic approaches are fostered. Contributions pertaining to both established and emerging fields are encouraged.
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