Analysis and Evaluation of Fiber Orientation Reconstruction Methods

被引:32
作者
Breuer, Kevin [1 ]
Stommel, Markus [1 ]
Korte, Wolfgang [2 ]
机构
[1] TU Dortmund Univ, Mech Engn, Chair Plast Technol, Leonhard Euler Str 5, D-44227 Dortmund, Germany
[2] PART Engn GmbH, Friedrich Ebert Str 75, D-51429 Bergisch Gladbach, Germany
来源
JOURNAL OF COMPOSITES SCIENCE | 2019年 / 3卷 / 03期
基金
美国国家科学基金会;
关键词
maximum entropy; spherical harmonics; fiber orientation; ODF; reconstruction; injection molding; NUMERICAL PREDICTION; CLOSURE APPROXIMATIONS; ELASTIC PROPERTIES; COMPOSITES; PARTICLES; BEHAVIOR; TENSOR; FORMS;
D O I
10.3390/jcs3030067
中图分类号
TB33 [复合材料];
学科分类号
摘要
The calculation of the fiber orientation of short fiber-reinforced plastics with the Fokker-Planck equation requires a considerable numerical effort, which is practically not feasible for injection molding simulations. Therefore, only the fiber orientation tensors are determined, i.e., by the Folgar-Tucker equation, which requires much less computational effort. However, spatial fiber orientation must be reconstructed from the fiber orientation tensors in advance for structural simulations. In this contribution, two reconstruction methods were investigated and evaluated using generated test scenarios and experimentally measured fiber orientation. The reconstruction methods include spherical harmonics up to the 8th order and the method of maximum entropy, with which a Bingham distribution is reconstructed. It is shown that the quality of the reconstruction depends massively on the original fiber orientation to be reconstructed. If the original distribution can be regarded as a Bingham distribution in good approximation, the method of maximum entropy is superior to spherical harmonics. If there is no Bingham distribution, spherical harmonics is more suitable due to its greater flexibility, but only if sufficiently high orders of the fiber orientation tensor can be determined exactly.
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页数:22
相关论文
共 43 条
  • [11] NUMERICAL PREDICTION OF FIBER ORIENTATION IN INJECTION-MOLDING
    DEFRAHAN, HH
    VERLEYE, V
    DUPRET, F
    CROCHET, MJ
    [J]. POLYMER ENGINEERING AND SCIENCE, 1992, 32 (04) : 254 - 266
  • [12] DOI M, 1981, J POLYM SCI POL PHYS, V19, P229, DOI 10.1002/pol.1981.180190205
  • [13] Einstein A., 1905, Ann. Phys, V14, P182, DOI [DOI 10.1002/ANDP.200590005, 10.1002/andp.200590005]
  • [14] Closure approximations for the Doi theory: Which to use in simulating complex flows of liquid-crystalline polymers?
    Feng, J
    Chaubal, CV
    Leal, LG
    [J]. JOURNAL OF RHEOLOGY, 1998, 42 (05) : 1095 - 1119
  • [15] Numerical solution of the Fokker-Planck equation for fiber suspensions: Application to the Folgar-Tucker-Lipscomb model
    Ferec, J.
    Heniche, M.
    Heuzey, M. C.
    Ausias, G.
    Carreau, P. J.
    [J]. JOURNAL OF NON-NEWTONIAN FLUID MECHANICS, 2008, 155 (1-2) : 20 - 29
  • [16] Folgar F., 1984, J. Reinf. Plast. Compos, V3, P98, DOI [10.1177/073168448400300201, DOI 10.1177/073168448400300201]
  • [17] General mean-field homogenization schemes for viscoelastic composites containing multiple phases of coated inclusions
    Friebel, C
    Doghri, I
    Legat, V
    [J]. INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES, 2006, 43 (09) : 2513 - 2541
  • [18] Han J.H., 2015, P CAMX 2015 COMP ADV
  • [19] A THEORY OF ANISOTROPIC FLUIDS
    HAND, GL
    [J]. JOURNAL OF FLUID MECHANICS, 1962, 13 (01) : 33 - 46
  • [20] CONSTITUTIVE EQUATIONS IN SUSPENSION MECHANICS .2. APPROXIMATE FORMS FOR A SUSPENSION OF RIGID PARTICLES AFFECTED BY BROWNIAN ROTATIONS
    HINCH, EJ
    LEAL, LG
    [J]. JOURNAL OF FLUID MECHANICS, 1976, 76 (JUL14) : 187 - 208