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Volume 56 Issue 7
Jul.  2024
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Yu Fei, Lian Yanping, Li Mingjian, Gao Ruxin. Crystal plasticity finite cell self-consistent clustering analysis method for metal additive manufacturing. Chinese Journal of Theoretical and Applied Mechanics, 2024, 56(7): 1916-1930. DOI: 10.6052/0459-1879-23-624
Citation: Yu Fei, Lian Yanping, Li Mingjian, Gao Ruxin. Crystal plasticity finite cell self-consistent clustering analysis method for metal additive manufacturing. Chinese Journal of Theoretical and Applied Mechanics, 2024, 56(7): 1916-1930. DOI: 10.6052/0459-1879-23-624
shu

CRYSTAL PLASTICITY FINITE CELL SELF-CONSISTENT CLUSTERING ANALYSIS METHOD FOR METAL ADDITIVE MANUFACTURING

  • *.

    Institute of Advanced Structure Technology, Beijing Institute of Technology, Beijing 100081, China

  • †.

    Beijing Key Laboratory of Lightweight Multi-Functional Composite Materials and Structures, Beijing Institute of Technology, Beijing 100081, China

  • Received Date: December 25, 2023
  • Accepted Date: March 13, 2024
  • Available Online: March 13, 2024
  • Published Date: March 14, 2024
    Graphical Abstract
    • Abstract
  • Metal additive manufacturing (AM) is an advanced digital manufacturing technology with distinctive advantages in the rapid fabrication of intricate and high-performance parts. However, there are deviations between the mechanical properties of the as-built material and their intended design counterparts due to the complex microstructure of the fabricated material and the inevitable defects that occur during the manufacturing process. To accurately predict the material properties, employing an efficient numerical method that considers the actual microstructural features is crucial. In this study, a crystal plasticity finite cell-self-consistent clustering analysis (CPFC-SCA) method is proposed. It consists of two distinct calculation stages: an offline stage for data preparation and an online stage for rapid calculations. During the offline stage, the CPFC and a clustering method are integrated to discretize the representative volume element (RVE) of the as-built material microstructure. Subsequently, during the online stage, the SCA derived from the subdomain weighted residual formulation and crystal plasticity involving the Hall-Patch effect are utilized to solve the Lippmann-Schwinger equation of the RVE, and the numerical results are further utilized to determine the effective mechanical properties through the homogenization of stress and strain. Several numerical examples, RVEs with and without the irregular void, are presented to showcase the accuracy and efficiency of the proposed method. Furthermore, we applied the proposed method to numerically address the as-built mechanical properties of additively manufactured IN625 using selective laser melting, and the numerical results shed light on the relationship between the process parameters and the mechanical properties. It is demonstrated that the proposed method is a promising numerical simulation tool with high efficiency in predicting the mechanical properties of materials fabricated by metal additive manufacturing.
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  • [1]
    廉艳平, 王潘丁, 高杰等. 金属增材制造若干关键力学问题研究进展. 力学进展, 2021, 51(3): 648-701 (Lian Yanping, Wang Panding, Gao Jie, et al. Fundamental mechanics problems in metal additive manufacturing: A state- of-art review. Advances in Mechanics, 2021, 51(3): 648-701 (in Chinese)

    Lian Yanping, Wang Panding, Gao Jie, et al. Fundamental mechanics problems in metal additive manufacturing: A state- of-art review. Advances in Mechanics, 2021, 51(3): 648-701 (in Chinese)
    [2]
    陈泽坤, 蒋佳希, 王宇嘉等. 金属增材制造中的缺陷、组织形貌和成形材料力学性能. 力学学报, 2021, 53: 3190-3205 (Chen Zekun, Jiang Jiaxi, Wang Yujia, et al. Defects, microstructures and mechanical prop-erties of materials fabricated by metal additive manufacturing. Chinese Journal of Theoretical and Applied Mechanics, 2021, 53: 3190-3205 (in Chinese)

    Chen Zekun, Jiang Jiaxi, Wang Yujia, et al. Defects, microstructures and mechanical prop-erties of materials fabricated by metal additive manufacturing. Chinese Journal of Theoretical and Applied Mechanics, 2021, 53: 3190-3205 (in Chinese)
    [3]
    Vafadar A, Guzzomi F, Rassau A, et al. Advances in metal additive manuf-acturing: a review of common processes, industrial applications, and current challenges. Applied Sciences, 2021, 11(3): 1213 doi: 10.3390/app11031213
    [4]
    Singh BJ, Sehgal R. Singh RP. Additive manufacturing in biomedical and healthcare sector : an umbrella review. International Journal on Interactive Design and Manufacturing, 2023, in press, DOI: 10.1007/s12008-023-01524-0
    [5]
    陈嘉伟, 熊飞宇, 黄辰阳等. 金属增材制造数值模拟. 中国科学: 物理学 力学 天文学, 2020, 50 (9): 104-128 (Chen Jiawei, Xiong Feiyu, Huang Chenyang et al. Numerical simulation on metallic additive manufact-uring. Sci Sin-Phys Mech Astron, 2020, 50 (9): 104-128 (in Chinese)

    Chen Jiawei, Xiong Feiyu, Huang Chenyang et al. Numerical simulation on metallic additive manufact-uring. Sci Sin-Phys Mech Astron, 2020, 50 (9): 104-128 (in Chinese)
    [6]
    Grasso M, Colosimo BM. Process defects and in situ monitoring methods in metal powder bed fusion: A review. Measurement Science and Technology, 2017, 28(4): 044005 doi: 10.1088/1361-6501/aa5c4f
    [7]
    Debroy T, Wei H, Zuback J, et al. Additive manufacturing of metallic components–process, structure and properties. Progress in Materials Science, 2018, 92: 112-224 doi: 10.1016/j.pmatsci.2017.10.001
    [8]
    陈泽坤, 李晓雁. 金属增材制造过程中材料微观组织演化的模拟研究. 力学进展, 2022, 52(2): 397-409 (Chen Zekun, Li Xiaoyan. Numerical simu-lations for microstructure evolution during metal additive manufacturing. Advances in Mechanics, 2022, 52(2): 397-409 (in Chinese)

    Chen Zekun, Li Xiaoyan. Numerical simu-lations for microstructure evolution during metal additive manufacturing. Advances in Mechanics, 2022, 52(2): 397-409 (in Chinese)
    [9]
    Panwisawas C, Tang YT, Reed RC. Metal 3D printing as a disruptive tec-hnology for superalloys. Nature Communications, 2020, 11(1): 2327 doi: 10.1038/s41467-020-16188-7
    [10]
    Bang GB, Kim WR, Kim HK, et al. Effect of process parameters for sele-ctive laser melting with SUS316L on mechanical and microstr-uctural prop-erties with variation in chemical composition. Materials & Design, 2021, 197: 109221
    [11]
    Ma S, Chen X, Jiang M, et al. Surface morphology, microstructure and mechanical properties of Al-Mg-Sc alloy thin wall produced by laser-arc hybrid additive manufacturing. Thin-Walled Structures, 2023, 186: 110674 doi: 10.1016/j.tws.2023.110674
    [12]
    黄辰阳, 陈嘉伟, 朱言言等. 激光定向能量沉积的粉末尺度多物理场数值模拟. 力学学报, 2021, 53(12): 3240-3251 (Huang Chenyang, Chen Jiawei, Zhu Yanyan et al. Powder scale multiphysics numerical model-ling of laser directed energy deposition. Chinese Journal of Theoreticaland Applied Mechanics, 2021, 53(12): 3240-3251 (in Chinese)

    Huang Chenyang, Chen Jiawei, Zhu Yanyan et al. Powder scale multiphysics numerical model-ling of laser directed energy deposition. Chinese Journal of Theoreticaland Applied Mechanics, 2021, 53(12): 3240-3251 (in Chinese)
    [13]
    Yan W, Lian Y, Yu C, et al. An integrated process–structure–property mod-eling framework for additive manufacturing. Computer Methodsin Applied Mechanics and Engineering, 2018, 339: 184-204 doi: 10.1016/j.cma.2018.05.004
    [14]
    Belytschko T, Liu WK, Moran B等. 连续体和结构的非线性有限元(第二版). 庄茁, 译. 北京: 清华大学出版社, 2002: 519-541 (Belytschko T, Liu WK, Moran B, et al. Nonlinear Finite Elements for Continua and Structures, 2nd edn. Zhuang Zhuo, trans. Beijing: Tsinghua University Press, 2002: 519-541 (in Chinese)

    Belytschko T, Liu WK, Moran B, et al. Nonlinear Finite Elements for Continua and Structures, 2nd edn. Zhuang Zhuo, trans. Beijing: Tsinghua University Press, 2002: 519-541 (in Chinese)
    [15]
    Zhang S, Lyu D, Xiong J. The effect of reversed austenite on mechanical properties of 13Cr4NiMo steel: A CPFEM study. Journal of Materials Research and Technology, 2022, 18: 2963-2976 doi: 10.1016/j.jmrt.2022.03.186
    [16]
    朱继宏, 曹吟锋, 翟星玥等. 增材制造316钢高周疲劳性能的微观力学研究. 力学学报, 2021, 53(12): 3181-3189 (Zhu Jihong, Cao Yinfeng, Zhai Xingyue et al. Micromechanical study of the high cycle fatigue property of additive-manufactured 316 steel. Chinese Journal of Theoretical and Applied Mechanics, 2021, 53(12): 3181-3189 (in Chinese)

    Zhu Jihong, Cao Yinfeng, Zhai Xingyue et al. Micromechanical study of the high cycle fatigue property of additive-manufactured 316 steel. Chinese Journal of Theoretical and Applied Mechanics, 2021, 53(12): 3181-3189 (in Chinese)
    [17]
    易敏, 常珂, 梁晨光等. 增材制造微结构演化及疲劳分散性计算. 力学学报, 2021, 53(12): 3263-3273 (Yi Min, Chang Ke, Liang Chenguang, et al. Computational study of evolution and fatigue dispersity of microstructures by additive manufacturing. Chinese Journal of Theoretical and Applied Mechanics, 2021, 53(12): 3263-3273 (in Chinese)

    Yi Min, Chang Ke, Liang Chenguang, et al. Computational study of evolution and fatigue dispersity of microstructures by additive manufacturing. Chinese Journal of Theoretical and Applied Mechanics, 2021, 53(12): 3263-3273 (in Chinese)
    [18]
    Lebensohn RA, Kanjarla AK, Eisenlohr P. An elasto-viscoplastic formul-ation based on fast Fourier transforms for the prediction of micromechanicalfields in polycrystalline materials. International Journalof Plasticity, 2012, 32: 59-69
    [19]
    Eghtesad A, Shimanek JD, Shang SL, et al. Density functional th-eory in-formed dislocation density hardening within crystal plasticity : Application to modeling deformation of Ni polycrystals. Computational Materials Science, 2022, 215: 111803
    [20]
    Liu Z, Bessa M, Liu WK. Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials. Computer Methods in Applied Mechanics and Engineering, 2016, 306: 319-341 doi: 10.1016/j.cma.2016.04.004
    [21]
    Yu C, Kafka OL, Liu WK. Self-consistent clustering analysis for multisc-ale modeling at finite strains. Computer Methods in Applied Mechanics and Engineering, 2019, 349: 339-359 doi: 10.1016/j.cma.2019.02.027
    [22]
    Kafka OL, Jones KK, Yu C, et al. Image-based multiscale modeling with spatially varying microstructures from experiments: Demonstrationwith add-itively manufactured metal in fatigue and fracture. Journal of the Mechanics and Physics of Solids, 2021, 150: 104350 doi: 10.1016/j.jmps.2021.104350
    [23]
    Düster A, Parvizian J, Yang Z, et al. The finite cell method for three dim-ensional problems of solid mechanics. Computer Methods in Applied Mechanics and Engineering, 2008, 197(45-48): 3768-3782 doi: 10.1016/j.cma.2008.02.036
    [24]
    Parvizian J, Düster A, Rank E. Finite cell method: h-and p-extension for embedded domain problems in solid mechanics. Computational Mechanics, 2007, 41(1): 121-133
    [25]
    MacQueen J. Some methods for classification and analysis of multivariateobservations//Proceedings of the Fifth Berkeley Symposium on Mathematicalstatistics and Probability, 1967, 1(14): 281-297
    [26]
    El Shawish S, Cizelj L. Combining single-and poly-crystalline measure-ments for identification of crystal plasticity parameters. Applicationto Austenitic Stainless Steel Crystals, 2017, 7(6): 181
    [27]
    Lyle BL, Levine E. Ambench2018-description. https://www.ni-st.gov/ambench/amb2018-02-description/
    [28]
    Benzing J, Moser N, Kafka O, et al. AM bench 2022 challenge macroscaletensile tests at different orientations (CHAL-AMB2022-04-MaTTO). National Institute of Standards and Technology, https://doi.org/10.18434/mds2-2588
    [29]
    Xiong F, Gan Z, Chen J, et al. Evaluate the effect of melt pool convectio-non grain structure of IN625 in laser melting process using experimentally validated process-structure modeling. Journal of Materials Processing Technology, 2022, 303: 117538 doi: 10.1016/j.jmatprotec.2022.117538
    [30]
    Saha S, Kafka OL, Lu Y, et al. Macroscale property prediction foradditivelymanufactured in625 from microstructure through advanced homogenization. Integrating Materials and Manufacturing Innovation, 2021, 10: 360-372 doi: 10.1007/s40192-021-00221-8
    [31]
    Kozar R, Suzuki A, Milligan W, et al. Strengthening mechanisms in poly-crystalline multimodal nickel-base superalloys. Metallurgical and Materials Transactions A, 2009, 40: 1588-1603 doi: 10.1007/s11661-009-9858-5
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