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Materials Science in Additive Manufacturing                       Functional graded and hybrid TPMS lattices



                                                                      .
            where G(x, y, z) represents the radius of the cylinder that   GC=  1212                      (XIII)
            is infilled with the first type of lattice. For the radial graded   C
            sheet-based gyroid lattices as shown in  Figure  1D, the     C  1212  .                    (XIV)
                                                                      C
            smooth grading can be implemented by controlling the c   1111  1122
            value with Equations VII and VIII.                   To illustrate the effect brought by applying the
                                                               functional graded gyroid structures to mitigate the stress
            3. Case study 1: Sheet-based graded gyroid         shielding, finite element analysis  was  conducted using
            lattices in orthopedic implant design              commercial software ABAQUS/Explicit 2020. Based on
            Simulation with the representative volume element (RVE)   the conceptual implant design illustrated in Figure 2A, the
            method was adopted to explore the elastic performance   simulation focused on the exploration of the compressive
            of  the sheet-based  gyroid  structures  with  different   behavior of the gyroid infillings with different density
            relative densities. To implement the simulation, periodic   gradients. According to the simulation set-up shown in
            boundary conditions were applied to unit cells, which can   Figure 2B, two rigid plates were utilized as the simplified
            be expressed as follows:                           model in the simulation of the uniaxial compression
                                                               test. The displacement, which is equal to the 0.05 strain

            u xL     u x()  0 Lt x L,(   )   t  x( )  x e  B,    of the gyroid lattice, was applied on the top rigid plate.

             i
                                            i
                                                  i i
                                i
                        i
                                  i
                                                       (IX)    The bottom plate was fixed. General contact was applied
            where u represents the displacement vector, x represents   to simulate the contact behavior between the rigid plates
                  i
            the point vector, and L is the characteristic length, ε  is the   and the sheet-based gyroid lattices. The friction coefficient
                                                     0
            strain,  and  t   represents  the  surface  traction.  The elastic   for the tangential behavior was set to be 0.3. The normal
                      i
            constitutive behaviors of the sheet-based gyroid lattice   behavior  was  set  with  the  hard  contact  formulation.
            structure, which has cubic symmetry, can be expressed as   The material property of titanium alloy was modeled in
                                                                                                 [26]
            the following equation:                            accordance with the Johnson-Cook model .
                                                                 The dimension of the gyroid lattice was  set to be

                 11
                                                             10 mm in width and length; the height of the lattice was
                 22                                         set to be 6 mm; and the size of the unit cell was set to be
                                                            2 mm. Three different sheet-based lattices were designed:
                 33                                         (i) Uniform gyroid lattice RD25 with a relative density of
                 12
                                                            25%; (ii) radial graded gyroid lattices RD05-45 with the
                 13                                          relative density 5% in the inner region and the relative

                 23                                          density  45%  in  the  outer  region;  and  (iii)  radial  graded
                C 1111  C 1122  C 1122         11
                                                           A                      B
                C 11222  C 1111  C 1122        22
                C   C     C
                 1122  1122  1111               33  .  (X)
                               C 1212            2  12
                                   C            2
                                      1212      13
                                                2
                                         C 1212     23
              According to the periodic boundary conditions
            proposed by Dong et al. , three independent components,   C               D
                              [25]
            namely, C 1111 , C 1122 , and C 1212 , can effectively represent the
            constitutive matrix of the sheet-based gyroid lattice. For the
            base material, the properties of titanium alloy were applied.
            From the constitutive matrix, elastic properties including
            elastic modulus E, Poisson’s ratio ν, shear modulus G, and
            bulk modulus K can be calculated as:
                C    C  C   2 C
            E   1111  1122  1111  1122  .             (XI)
                      C 1111  C 1122                          Figure  2. (A) Conceptual design of embedding sheet-based gyroid
                1
            K   C    2 C .                        (XII)    lattices in orthopedic implants. (B) Simulation set-up for the compression
                                                               test. (C) Full model of the gyroid lattices. (D) Quarter model of the gyroid
                3  1111  1122                                  lattices.
            Volume 2 Issue 3 (2023)                         4                       https://doi.org/10.36922/msam.1753
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