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Propagation of variances of FRFs through FRF-based coupling calculations

机译:通过基于FRF的耦合计算传播FRF的方差

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摘要

In many engineering cases, uncertainties will exist on the frequency response functions (FRFs) of componentrnmodels. Possible sources of uncertainty in the mechanical structure are uncertain material properties, loadingrnconditions or geometry. When bringing together the component models together and interconnecting themrninto an assembly, it is of high interest to be able to predict the uncertainty of the response of the assembledrnsystem. This paper outlines a technique allowing such an uncertainty characterization. The underlying idearnof the approach is based on variance propagation through FRF-based coupling techniques. An analyticalrnapproximation using a mean value first order second moment approach (MV) is proposed, whichrnsignificantly reduces the computational cost involved in a probabilistic uncertainty quantification through therncommon Monte Carlo (MC) simulation technique. A two-component carbody-subframe assembly modelrnindicates that the overall efficiency of the analytical approach is superior to the classical Monte Carlornsimulation approach, while the accuracy obtained with both approaches is very similar.
机译:在许多工程案例中,组件模型的频率响应函数(FRF)将存在不确定性。机械结构不确定性的可能来源是不确定的材料特性,载荷条件或几何形状。当将组件模型放在一起并将它们互连到组件中时,能够预测组装后系统响应的不确定性非常重要。本文概述了一种可以进行这种不确定性表征的技术。该方法的基本思想是基于通过基于FRF的耦合技术进行的方差传播。提出了一种使用均值一阶二阶矩法(MV)的解析近似法,通过通用的蒙特卡洛(MC)仿真技术显着降低了概率不确定性量化所涉及的计算成本。两部分的车身-副车架装配模型表明,分析方法的总体效率优于经典的蒙特卡洛模拟方法,而两种方法获得的精度非常相似。

著录项

  • 来源
  • 会议地点 Leuven(BE);Leuven(BE)
  • 作者单位

    KULeuven, Department of Mechanical Engineering,Celestijnenlaan 300 B, B-3001, Heverlee, Belgiume-mail: iankovr@yahoo.com;

    KULeuven, Department of Mechanical Engineering,Celestijnenlaan 300 B, B-3001, Heverlee, Belgium;

    KULeuven, Department of Mechanical Engineering,Celestijnenlaan 300 B, B-3001, Heverlee, Belgium;

    LMS International, CAE Division,Interleuvenlaan 68, B-3001, Leuven, Belgiume-mail: luc.hermans@lms.be;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 振动、噪声及其控制;
  • 关键词

  • 入库时间 2022-08-26 14:01:54

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