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IMPLEMENTATION METHOD FOR CRYSTAL PLASTIC MATERIAL PARAMETER INVERSION IDENTIFICATION BASED ON NANO-INDENTATION EXPERIMENT

机译:基于纳米压痕实验的晶体塑料材料参数反演识别的实施方法

摘要

An implementation method for crystal plastic material parameter inversion identification based on a nano-indentation experiment, relating to the technical field of material mechanical property characterization. The method comprises: first, obtaining a modulus of elasticity of a material by using an Oliver-Pharr method; next, establishing a nano-indentation macroscopic parameter inversion model by using a piecewise linear/power law hardening material model in combination with MATLAB and ABAQUS, correcting actual nano-indentation experiment data by using a stacking/subsidence parameter, and calculating macro constitutive parameters of the indentation material by combining a Kriging agent model and a genetic algorithm; and finally, building a multi-crystal finite element model of a tensile test piece based on a crystal plasticity finite element by combining MATLAB and ABAQUS, and calculating crystal plastic material parameters according to the obtained constitutive parameters of the material in combination with the Kriging agent model and the genetic algorithm. The method can improve the accuracy of calculation data, significantly reduce the calculation amount, and improve calculation convergence, and has high practical value and reference significance in the crystal plastic material parameter inversion identification.
机译:基于纳米压痕实验的晶体塑料材料参数反转识别的一种实施方法,涉及材料力学特性技术领域。该方法包括:首先,通过使用Oliver-Pharr方法获得材料的弹性模量;接下来,通过使用分段线性/动力法固化材料模型与MATLAB和ABAQUS结合建立纳米缩进宏观参数反转模型,通过使用堆叠/沉降参数来校正实际的纳米缩进实验数据,并计算宏本构参数通过组合Kriging代理模型和遗传算法来压痕材料;最后,通过组合MATLAB和ABAQUS的基于晶体塑性有限元构建拉伸试验片的多晶硅有限元模型,并根据材料的组合参数与Kriging剂组合计算晶体塑料材料参数模型与遗传算法。该方法可以提高计算数据的准确性,显着降低计算量,提高计算收敛,并具有高实用的值和晶体塑料材料参数反转识别的参考意义。

著录项

  • 公开/公告号WO2021114994A1

    专利类型

  • 公开/公告日2021-06-17

    原文格式PDF

  • 申请/专利权人 DALIAN UNIVERSITY OF TECHNOLOGY;

    申请/专利号WO2020CN127686

  • 发明设计人 JIANG WEI;LI YINYIN;

    申请日2020-11-10

  • 分类号G01N3/08;G01N1/32;

  • 国家 CN

  • 入库时间 2022-08-24 19:27:39

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