Finite difference based stress integration algorithm for crystal plasticity finite element method

IF 2.6 3区 材料科学 Q2 ENGINEERING, MANUFACTURING
Donghwan Noh, Jeong Whan Yoon
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引用次数: 0

Abstract

In this study, we present a Finite Difference Method (FDM)-based stress integration algorithm for Crystal Plasticity Finite Element Method (CPFEM). It addresses the complexity of computing the first derivative of resolved shear stress in the Euler backward stress integration algorithm with Newton-Raphson method. The proposed FDM-based model was verified by evaluating its accuracy, convergence and computational efficiency through single-element simulations. The developed FDM-based model can be easily applied to various constitutive models for CPFEM, overcoming the problem of deriving complex derivative regardless of constitutive models. Additionally, the proposed FDM-based model was validated with the reduced texture approach using AA 2090-T3. Specific parameters including crystallographic orientations were calibrated and the plastic anisotropy was successfully described. In addition, the earing profiles were compared using various stress integration methods. As a result, the proposed FDM-based model can be used as an alternative to the Euler backward method using analytic derivatives with the compatible accuracy, convergence, computational efficiency along with easy implementation within the CPFEM framework.

Abstract Image

基于有限差分的晶体塑性有限元法应力积分算法
在本研究中,我们提出了一种基于有限差分法(FDM)的晶体塑性有限元法(CPFEM)应力积分算法。它解决了欧拉后向应力积分算法中使用牛顿-拉夫逊法计算解析剪应力一阶导数的复杂性问题。通过单元素模拟,对所提出的基于 FDM 的模型的精度、收敛性和计算效率进行了评估验证。所开发的基于 FDM 的模型可轻松应用于 CPFEM 的各种构成模型,克服了不考虑构成模型而推导复杂导数的问题。此外,还利用 AA 2090-T3 的还原纹理方法对所提出的基于 FDM 的模型进行了验证。对包括晶体取向在内的特定参数进行了校准,并成功描述了塑性各向异性。此外,还使用各种应力整合方法对耳廓进行了比较。结果表明,所提出的基于 FDM 的模型可用作使用解析导数的欧拉后退法的替代方法,其精度、收敛性、计算效率与 CPFEM 框架内的实现方法相匹配。
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来源期刊
International Journal of Material Forming
International Journal of Material Forming ENGINEERING, MANUFACTURING-MATERIALS SCIENCE, MULTIDISCIPLINARY
CiteScore
5.10
自引率
4.20%
发文量
76
审稿时长
>12 weeks
期刊介绍: The Journal publishes and disseminates original research in the field of material forming. The research should constitute major achievements in the understanding, modeling or simulation of material forming processes. In this respect ‘forming’ implies a deliberate deformation of material. The journal establishes a platform of communication between engineers and scientists, covering all forming processes, including sheet forming, bulk forming, powder forming, forming in near-melt conditions (injection moulding, thixoforming, film blowing etc.), micro-forming, hydro-forming, thermo-forming, incremental forming etc. Other manufacturing technologies like machining and cutting can be included if the focus of the work is on plastic deformations. All materials (metals, ceramics, polymers, composites, glass, wood, fibre reinforced materials, materials in food processing, biomaterials, nano-materials, shape memory alloys etc.) and approaches (micro-macro modelling, thermo-mechanical modelling, numerical simulation including new and advanced numerical strategies, experimental analysis, inverse analysis, model identification, optimization, design and control of forming tools and machines, wear and friction, mechanical behavior and formability of materials etc.) are concerned.
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