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Parameter estimation of viscoelastic materials : a test case with different optimization strategies

机译:粘弹性材料的参数估计:具有不同优化策略的测试案例

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摘要

In this work, and based on numerical optimization techniques, constitutive parameters for viscoelastic materialsare determined using a inverse problem formulation. The optimization methodology is based on experimental results obtainedin the frequency domain, for a CFRP-Carbon Fibre Reinforced Polymer, through DMA-Dynamic Mechanical Analysis. Therelaxation modulus of viscoelastic materials is given by a summation of decaying exponentiating functions, known as Pronyseries. Prony series, in time domain, are normally used to determine constitutive parameters for viscoelastic materials. In thispaper, using the Fourier transform of the time domain Prony series, a nonlinear constrained least square problem based onProny series representations of storage and loss modulus, for the considered material, is analyzed. A case study consideringthe estimation of 2N viscoelastic parameters, N = 1,2, ···11, is taken as a benchmark. The nonlinear constrained least squareproblems are solved using global and local optimization solvers. The computational results as well as the main conclusion areshown.
机译:在这项工作中,并基于数值优化技术,使用反问题公式确定粘弹性材料的本构参数。优化方法基于通过DMA动态力学分析在CFRP碳纤维增强聚合物的频域中获得的实验结果。粘弹性材料的弛豫模量由衰减指数函数的总和给出,即Pronyseries。在时域中,Prony系列通常用于确定粘弹性材料的本构参数。本文使用时域Prony级数的傅立叶变换,针对所考虑的材料,基于存储和损耗模量的Prony级数表示对非线性约束最小二乘问题进行了分析。以考虑估计2N粘弹性参数(N = 1,2,…11)的案例研究为基准。使用全局和局部优化求解器求解非线性约束的最小二乘问题。给出了计算结果和主要结论。

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