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International Journal of Bioprinting                                 Stress prediction in 3D-printed scaffolds




























            Figure 6. Mechanical properties of 3D-printed hydroxyapatite (HAP) scaffolds. (a) Stress–strain curve of sintered scaffolds, displaying a linear trend. (b)
            Mechanical properties of scaffolds at different angles (n = 3); blue color denotes compressive strength and red color denotes compression modulus. The 90°
            scaffold exhibits the highest compressive strength and compression modulus. ***p < 0.001.


            based on scanning a printed scaffold, which could better   protruding regions of the scaffold. These results are related
            reflect the true state of the scaffold.            to the uneven surface of the printed scaffold due to material
                                                               deposition during the printing process. The uneven surface
            3.4.2. Stress distribution predictions             of printed scaffolds, with areas around the 90° corners and
            Corresponding equivalent stress nephograms (Figure 8)    edges higher than the central region, experienced greater
            were obtained from the FEA results of the theoretical
            model and reconstructed model. By comparing the results   stress, and stress was more concentrated at the edges. The
            of the two analysis methods, it was found that there were   60° and 45° scaffolds had more printing defects, with stress
            significant differences in the stress distribution obtained   concentrated at protruding parts.
            by  the  reconstructed  model  compared  to  that  of  the   Compression tests were conducted on the scaffolds to
            design model.                                      obtain the scaffold fracture state diagram (Figure 9). It was
               According to the stress nephogram obtained from   observed that the fracture points of the 90° scaffold were
            the theoretical model  analysis (Figure 8a), the stress   mainly distributed along the peripheral edges, while the
            distribution within the scaffold was highly regular, with all   60° and 45° scaffolds fractured at the protruding vertices,
            stress concentrations occurring at the intersection points.   consistent with the stress concentration areas predicted
            This distribution characteristic can be attributed to the   by the reconstruction model. This  demonstrated  that
            orderly structure of the design model and uniformity in   the reconstructed model can accurately reflect the stress
            the positions and sizes of the pillars, leading to even stress   concentration within the scaffolds, improving the accuracy
            transfer and distribution. As the main factors supporting   of the analysis. It was noteworthy that when the edge of
            the scaffold and withstanding pressure, the number and   the scaffold fractured, its central region remained intact,
            alignment of the struts directly affect the mechanical   which further proved the influence of stress concentration
            properties of the scaffold, suggesting that more and better-  on scaffold failure.
            aligned pillars can better withstand pressure and improve
            mechanical performance.                            3.5. Early prediction of stress distribution in
               However, there were significant differences between   hydroxyapatite scaffolds
            the stress distribution obtained from the FEA using the   Using the reconstructed model for FEA can effectively
            reconstructed model and the results of the theoretical model   predict  the  internal  stress  distribution  of  the  scaffold
            (Figure 8b). The predictions of the reconstructed model   without additional costs. The preparation process of
            revealed pronounced stress concentration areas, with the   3D-printed  HAP  scaffolds  is  cumbersome,  requiring
            90° scaffold mainly experiencing stress concentrations   further drying and sintering after printing, which
            at the edges, while the 60° and 45° scaffolds exhibited   leads  to  a  relatively  long  cycle.  This  paper  analyzes  the
            more disordered concentration areas, primarily in the   equivalent stress nephograms of scaffolds in different states

            Volume 10 Issue 6 (2024)                       464                                doi: 10.36922/ijb.4460
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