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Finite element model updating for repeated eigenvalue structures via the reduced-order model using incomplete measured modes

机译:有限元模型通过使用不完整的测量模式通过减小阶模型更新重复的特征值结构

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摘要

In order to obtain a precise dynamic structural FE model for dynamic analysis, FE model updating is usually used to correct uncertainty parameters for an initial FE model using incomplete measured data. Despite numerous studies concerning FE model updating, the computational cost is still a challenging issue for the repeated eigenvalue structures. Firstly, an improved modal assurance criterion is proposed to evaluate the similarity of mode shapes for the repeated eigenvalue structures in this paper. And then, a novel ROM-based FE model updating framework consisting of an off-line phase and an on-line phase is proposed. In the off-line phase, a reduced-order basis is constructed by extracting primary components of a snapshot matrix using a proper orthogonal decomposition technique. The snapshot matrix represents a collection of static displacement vectors of the FE model under radial nodal loads, which are determined by incomplete measured mode shapes. In the on-line phase, FE model updating is performed via a reduced-order model with much cheaper computational cost. Finally, a numerical example and an experimental example demonstrate the accuracy and efficiency of the proposed framework. The results indicate that the proposed ROM-based FE model updating framework is more efficient and stable than the FOM-based FE model updating framework.
机译:为了获得用于动态分析的精确动态结构FE模型,FE模型更新通常用于使用不完整的测量数据来校正初始FE模型的不确定性参数。尽管有许多关于FE模型更新的研究,但计算成本仍为重复的特征值结构仍为具有挑战性的问题。首先,提出了改进的模态保证标准,以评估本文中的重复特征值结构的模式形状的相似性。然后,提出了一种由离线阶段和在线阶段组成的基于新的基于ROM的FE模型更新框架。在离线阶段中,通过使用适当的正交分解技术提取快照矩阵的主要分量来构建缩小阶基础。快照矩阵表示径向节点负载下FE模型的静态位移向量的集合,其由不完整的测量模式形状确定。在在线阶段,通过减少阶模型执行FE模型更新,以更便宜的计算成本。最后,数值示例和实验示例展示了所提出的框架的准确性和效率。结果表明,所提出的基于ROM的FE模型更新框架比基于FOM的FE模型更新框架更有效且稳定。

著录项

  • 来源
    《Mechanical systems and signal processing》 |2020年第8期|106748.1-106748.16|共16页
  • 作者单位

    State Key Laboratory of Structural Analysis for Industrial Equipment Department of Engineering Mechanics Dalian University of Technology Dalian 116023 China;

    State Key Laboratory of Structural Analysis for Industrial Equipment Department of Engineering Mechanics Dalian University of Technology Dalian 116023 China;

    State Key Laboratory of Structural Analysis for Industrial Equipment Department of Engineering Mechanics Dalian University of Technology Dalian 116023 China;

    State Key Laboratory of Structural Analysis for Industrial Equipment Department of Engineering Mechanics Dalian University of Technology Dalian 116023 China;

    Beijing Institute of Astronautically Systems Engineering Beijing 100076 China;

    Beijing Institute of Astronautically Systems Engineering Beijing 100076 China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    FE model updating; Reduced-order models; Repeated eigenvalue structures; Incomplete measured modes;

    机译:FE模型更新;阶数模型;重复的特征值结构;不完整的测量模式;

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