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Materials Science in Additive Manufacturing             Gyroid non-pneumatic tires through additive manufacturing



            UCs collapsing first and progressively transferring the load   Force
            to the inner regions. A similar staircasing effect was observed   kb =                         (I)
            for the deformation of 1.0 – 1.5mm sub-scale tire.        Displacement
              The FEA of the three sub-scale tire designs – uniform   Figure  8  illustrates  the  quasi-static  compression
            thickness, 1.0 – 1.5 mm-ramped, and 1.0 – 2.0 mm-ramped   responses for the three tire designs. It was observed
            – revealed distinct differences in stress-strain distributions  that the design with the greatest material volume (1.0 –
            (Figures  6  and  7). From a qualitative  perspective, the  2.0 mm) exhibited the highest loading capacity, reaching
            uniform-thickness samples exhibited significantly lower  a peak force of 3056 N at 12 mm displacement. For the
            stress-handling capabilities before failure compared to the  same displacement, the 1.0 – 1.5 mm design achieved a
            ramped-thickness designs. To ensure an accurate comparison   peak force of 2546 N, while the uniform thickness design
            of the FEA results across all samples, a uniform color scale was   demonstrated the lowest peak force of 2038 N. These
            applied to represent axial strain. The FEA results indicate that  findings indicate that the TPMS sheet designs with variable
            the uniform-thickness tire exhibited a maximum von-mises  thickness (1.0 – 2.0 mm and 1.0 – 1.5 mm) provide higher
            stress of 0.64 GPa and a maximum strain in the y-direction  force resistance compared to the uniform thickness design.
            (e ) of 0.44 mm/mm. In contrast, the 1.0 – 1.5 mm-ramped
             yy
            design experienced a maximum von Mises stress of 1.44 GPa  As displayed in  Figure  9, the bulk average stiffness
            and a reduced e  of 0.34 mm/mm. Similarly, the 1.0 – 2.0  versus deformation curve indicates that the bulk stiffness
                         yy
            mm-ramped tire displayed a maximum stress of 1.54 GPa  increased with ramped sheet thickness. The 1.0 – 2.0 mm
            and the lowest e of 0.29 mm/mm among the three design  configuration exhibited the highest peak stiffness of 420 N/
                         yy
            groups. In addition, the ramped configurations (1.0 – 1.5 mm   mm at 4 mm deformation, followed by the 1.0 – 1.5 mm
            and 1.0 – 2.0 mm) exhibited similar strain magnitudes, as  configuration with a peak stiffness of 348  N/mm. The
            observed in the FEA strain (e ) maps. The FEA results suggest   uniform thickness configuration exhibited the lowest peak
                                  yy
            strong agreement with the experimental testing outcomes, as  stiffness of 253 N/mm. All designs experienced a decline in
            evidenced by the close correlation between the deformation  stiffness as deformation progressed beyond their respective
            behavior and strain distribution patterns in the DIC and FEA  peak points.
            results (Table  2), with less than a 10% difference in strain  3.3. Local deformation behavior
            values across all designs.
                                                               The local deformation values for each band region (L0 – L3)
            3.2. Bulk stiffness                                within the TPMS design variants were evaluated using
            The bulk stiffness of the structures was evaluated through   DIC data and plotted against crosshead displacement up
            force-displacement (Figure  8)  and stiffness-deformation   to 6 mm, focusing on the local elastic regime. As illustrated
            (Figure 9) analyses. The average stiffness was determined   in Figures 10-12 the mechanical response varied distinctly
            by  measuring  the  deformation  between  the  loading   across each radial band of UCs for each design. The local
            cylinder and the fixed plate at the rim of the tire, with tests   relative density for each band was calculated using Equation
            conducted for each tire variation (n = 3). The bulk stiffness   II  to  understand  the  influence  of  material  distribution
            denoted as kb was calculated using Equation I. Both force   on mechanical response. The local deformation was
            and displacement were computed from the recorded   normalized against the local (radial) relative density
            compression testing  data.  Table  3 shows the  average   using Equation III to allow for a more direct comparison
            maximum load-bearing capacity and bulk stiffness for all   of the deformation behavior across unique designs;  δy
            tire design variations (n = 3).                    represents local deformation and ρ_local represents local

            Table 2. Quantitative strain comparison between digital image correlation (DIC) and finite element analysis (FEA) at 6 mm
            before yield

            Region                                         Strain (mm/mm)
                                 DIC                           FEA                         % Difference
                     1 mm     1 – 1.5 mm   1 – 2 mm   1 mm   1 – 1.5 mm   1 – 2 mm   1 mm  1 – 1.5 mm   1 – 2 mm
            L0        0.19      0.19       0.13      0.19      0.18       0.12     2.37      3.36       2.40
            L1        0.07      0.08       0.07      0.07      0.07       0.07     7.14      6.41       2.86
            L2        0.08      0.13       0.09      0.08      0.12       0.09     6.25      5.60       4.44
            L3        0.25      0.21       0.08      0.24      0.21       0.08     4.00      3.30       5.00



            Volume 3 Issue 4 (2023)                         7                              doi: 10.36922/msam.5022
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