Finite Element Model Updating Method of Dynamic Systems

Q3 Materials Science PNRPU Mechanics Bulletin Pub Date : 2021-12-15 DOI:10.15593/perm.mech/2021.3.08
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Abstract

The finite element model updating method of dynamical systems based on results of modal tests is proposed. The purpose of updating is to change eigenspectrum. The method alters a stiffness matrix by adding an updating finite element model created on the nodes of the intial one with respect to the existing links between the linear degrees of freedom. The stiffnesses of the updating elements are utilized as the updating parameters to be defined. The objective function equals to the least square weighted sum of residuals between the target, which were determined experimentally, and current values of modal stiffnesses. The iterative solution process is carried out. At each iteration step the conjugate gradient method is applied to solve the unconstrained minimization problem. The modeshapes, which were calculated as the result of solving the generalized eigenvalue problem at the previous iteration step, are employed to calculate the current modal stiffnesses. The method does not have a limit to a size of matrices and keeps their sparsity and symmetry. It provides the model updating of selected regions of a structure and step-by-step model updating of predefined groups of eigenfrequencies. Moreover, geometrical features of a structure, such as the presence of the symmetry planes and structurally identical elements, may be taken into account. The method is implemented into a program and verified by the example of the free dynamically-scaled model of Tu-204. In order to perform the ground vibration testing, the model was suspended with a low-rigidity flexible support. The finite element model made of solid elements has been updated on the basis of the six experimentally determined sets of eigenfrequencies. The target frequencies from each set have been achieved with a high level of accuracy.
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动力系统的有限元模型更新方法
提出了基于模态试验结果的动力系统有限元模型修正方法。更新的目的是改变特征谱。该方法通过添加一个更新的有限元模型来改变刚度矩阵,该模型是在初始模型的节点上创建的,相对于线性自由度之间的现有链路。将更新单元的刚度作为更新参数进行定义。目标函数等于实验确定的目标与当前模态刚度值之间的残差的最小二乘加权和。进行了迭代求解过程。在每一步迭代中,采用共轭梯度法求解无约束最小化问题。利用前一步迭代求解广义特征值问题得到的模态振型计算当前模态刚度。该方法对矩阵的大小没有限制,保持了矩阵的稀疏性和对称性。它提供了结构选定区域的模型更新和预定义特征频率组的逐步模型更新。此外,可以考虑结构的几何特征,例如对称面和结构相同元素的存在。并以Tu-204自由动比例尺模型为例进行了验证。为了进行地面振动测试,模型采用低刚度柔性支架悬吊。在实验确定的六组特征频率的基础上,对由实体单元构成的有限元模型进行了更新。每一组的目标频率都达到了很高的精度。
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来源期刊
PNRPU Mechanics Bulletin
PNRPU Mechanics Bulletin Materials Science-Materials Science (miscellaneous)
CiteScore
1.10
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0.00%
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0
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