Multiscale analysis of elastic-viscoplastic composite using a cluster-based reduced-order model

被引:6
|
作者
Ri, Jun-Hyok [1 ]
Ri, Un-Il [1 ]
Hong, Hyon-Sik [1 ]
机构
[1] State Acad Sci, Inst Mech, Pyongyang, North Korea
关键词
Elastic-viscoplasticity; Composite; Homogenization; Effective behavior; Reduced-order model; PLATE-FIN STRUCTURES; TRANSFORMATION FIELD ANALYSIS; COMPUTATIONAL HOMOGENIZATION; THERMOELASTIC PROPERTIES; VARIATIONAL APPROACH; REDUCTION METHOD; BEHAVIOR; MATRIX; ENERGY;
D O I
10.1016/j.compstruct.2021.114209
中图分类号
O3 [力学];
学科分类号
08 ; 0801 ;
摘要
In this paper, a cluster-based nonuniform transformation field analysis (CNTFA) is suggested for the multicale analysis of elastic-viscoplastic composite. The current method estimates the effective behavior of composite directly from the local constitutive relation of phase materials, so that the effective behavior of composite can be predicted only by the integration of local constitutive equation. Furthermore, the number of integration points of the local constitutive relation necessary for the evolution of reduced variables is significantly decreased by dividing the representative volume element (RVE) into a number of material clusters using the data compression technology by clustering. This plays a decisive role in reducing the amount of information necessary for the prediction of effective behavior, and enhancing the computational efficiency. Numerical examples for the aluminium matrix composite with boron particles, the plate-fin structure under high temperature and short fiber reinforced epoxy matrix composite explain that the current method can be applied efficiently for the prediction of effective behavior in the elastic-viscoplastic composite.
引用
收藏
页数:14
相关论文
共 50 条
  • [41] Fast prediction of the performance of the centrifugal pump based on reduced-order model
    Wei, Zhiguo
    Tang, Yingjie
    Chen, Lixia
    Zhang, Hongna
    Li, Fengchen
    ENERGY REPORTS, 2023, 9 : 51 - 64
  • [42] Prediction of fractional flow reserve based on reduced-order cardiovascular model
    Feng, Yili
    Fu, Ruisen
    Li, Bao
    Li, Na
    Yang, Haisheng
    Liu, Jian
    Liu, Youjun
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2022, 400
  • [43] Reduced-order model for the BGK equation based on POD and optimal transport
    Bernard, Florian
    Iollo, Angelo
    Riffaud, Sebastien
    JOURNAL OF COMPUTATIONAL PHYSICS, 2018, 373 : 545 - 570
  • [44] a An enhanced reduced-order model based optimization method for buckling and postbuckling performances of variable stiffness composite plates
    Li, Zheng
    Liang, Ke
    MECHANICS OF ADVANCED MATERIALS AND STRUCTURES, 2022, 29 (25) : 4044 - 4065
  • [45] Fast prediction of the performance of the centrifugal pump based on reduced-order model
    Wei, Zhiguo
    Tang, Yingjie
    Chen, Lixia
    Zhang, Hongna
    Li, Fengchen
    ENERGY REPORTS, 2023, 9 : 51 - 64
  • [46] Reduced-order multiscale modeling of plastic deformations in 3D alloys with spatially varying porosity by deflated clustering analysis
    Deng, Shiguang
    Soderhjelm, Carl
    Apelian, Diran
    Bostanabad, Ramin
    COMPUTATIONAL MECHANICS, 2022, 70 (03) : 517 - 548
  • [47] In-plane elastic-viscoplastic behavior of long fiber-reinforced laminates: Analysis based upon homogenization theory
    Matsuda, T
    Tanaka, H
    Ohno, N
    ENGINEERING PLASTICITY FROM MACROSCALE TO NANOSCALE PTS 1 AND 2, 2003, 233-2 : 691 - 696
  • [48] Nonlinear forced vibration analysis of the composite shaft-disk system combined the reduced-order model with the IHB method
    Kwangchol Ri
    Wonjin Han
    Choljun Pak
    Kumchol Kim
    Cholil Yun
    Nonlinear Dynamics, 2021, 104 : 3347 - 3364
  • [49] Nonlinear forced vibration analysis of the composite shaft-disk system combined the reduced-order model with the IHB method
    Ri, Kwangchol
    Han, Wonjin
    Pak, Choljun
    Kim, Kumchol
    Yun, Cholil
    NONLINEAR DYNAMICS, 2021, 104 (04) : 3347 - 3364
  • [50] Using a reduced-order model to investigate the effect of the heart rate on the aortic dissection
    Keramati, Hamed
    Birgersson, Erik
    Kim, Sangho
    Ho, Jackie P.
    Leo, Hwa Liang
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING, 2022, 38 (06)