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Metrics for nonlinear model updating in structural dynamics

机译:结构动力学中非线性模型更新的度量

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The aim of this paper is to perform a comparative study between different distance measures or metrics for use in nonlinear model updating using vibration test data. Four metrics derived from both frequency and time domain updating approaches are studied, including the harmonic balance method, the constitutive equation error, the restoring force surface and the Karhunen-Loève decomposition. In the first section, a benchmark model with local nonlinear stiffness is defined in order to illustrate each method. Secondly, each nonlinear updating metric is succinctly reviewed. Finally, the relative performances of the different metrics are investigated based on numerical simulations. These results allow us to characterize the applicability and limitations of the different approaches.
机译:本文的目的是对使用振动测试数据进行非线性模型更新的不同距离度量或度量进行比较研究。研究了从频域和时域更新方法导出的四个度量,包括谐波平衡法,本构方程误差,恢复力面和Karhunen-Loève分解。在第一部分中,定义了具有局部非线性刚度的基准模型,以说明每种方法。其次,简要回顾了每个非线性更新指标。最后,基于数值模拟研究了不同指标的相对性能。这些结果使我们能够表征不同方法的适用性和局限性。

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