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首页> 外文期刊>International Journal for Numerical Methods in Engineering >A Fourier-series-based virtual fields method for the identification of 2-D stiffness distributions
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A Fourier-series-based virtual fields method for the identification of 2-D stiffness distributions

机译:基于傅立叶级数的虚拟场方法识别二维刚度分布

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The virtual fields method (VFM) is a powerful technique for the calculation of spatial distributions of material properties from experimentally determined displacement fields. A Fourier-series-based extension to the VFM (the F-VFM) is presented here, in which the unknown stiffness distribution is parameterised in the spatial frequency domain rather than in the spatial domain as used in the classical VFM. We present in this paper the theory of the F-VFM for the case of elastic isotropic thin structures with known boundary conditions. An efficient numerical algorithm based on the two-dimensional Fast Fourier Transform (FFT) is presented, which reduces the computation time by three to four orders of magnitude compared with a direct implementation of the F-VFM for typical experimental dataset sizes. Artefacts specific to the F-VFM (ringing at the highest spatial frequency near to modulus discontinuities) can be largely removed through the use of appropriate filtering strategies. Reconstruction of stiffness distributions with the F-VFM has been validated on three stiffness distribution scenarios under varying levels of noise in the input displacement fields. Robust reconstructions are achieved even when the displacement noise is higher than in typical experimental fields.
机译:虚拟场方法(VFM)是一种强大的技术,可通过实验确定的位移场来计算材料属性的空间分布。在此介绍了基于傅里叶级数的VFM(F-VFM)扩展,其中未知刚度分布是在空间频率域而不是在经典VFM中使用的空间域中参数化的。我们在本文中介绍了具有已知边界条件的弹性各向同性薄结构情况下的F-VFM理论。提出了一种基于二维快速傅立叶变换(FFT)的有效数值算法,与直接为典型实验数据集大小实现F-VFM相比,该算法将计算时间减少了三到四个数量级。 F-VFM特有的伪像(在接近模量不连续的最高空间频率处振铃)可以通过使用适当的过滤策略来消除。使用F-VFM重建刚度分布已在输入位移场中噪声水平不同的三种刚度分布情况下得到验证。即使位移噪声高于典型实验场,也可以实现鲁棒的重建。

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