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




































            Figure 5. Reconstructed images of scaffolds at different states and angles on the XY plane. (a) Macroscopic morphology of reconstructed scaffolds in three
            states: printed scaffolds (left), dried scaffolds (middle), and sintered scaffolds (right). (b) Average filament diameter of reconstructed scaffolds (n = 3);
            filament diameter significantly decreased after drying and sintering. **p < 0.01.

            This result was consistent with published research; the pore   that the compressive strength and modulus of compression
            structure significantly affects the mechanical properties of   of the 90° scaffolds were the highest, demonstrating its
            the scaffold. Adjacent layers of ink deposition on scaffolds   superior compressive ability, followed by the 60° and 45°
            with different pore structures resulted in varying numbers   scaffolds, indicating that the microporous structure of
            of joints, with structures with more intersections exhibiting   the scaffold had a significant impact on its mechanical
            stronger mechanical properties.  The 90° scaffold had   properties. However, there was a significant difference in
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            the maximum number of joints, whereas the 45° scaffold   the numerical predictions between the two models. Taking
            exhibited the fewest (Figure 3). The larger number of joints   the 90° scaffold as an example, the predicted compressive
            might strengthen the mechanical properties of the 90°   strength and compressive modulus of the reconstruction
            scaffolds when it is compressed.
                                                               model were 6.54 ± 2.12 and 42.02 ± 3.74 MPa, respectively,
            3.4. Establishment of finite element analysis      while in the theoretical model, they were 14.02 ± 1.88 and
            prediction methods                                 80.24 ± 9.88 MPa, respectively. Comparing the predicted
                                                               results with the actual test results (compressive strength:
            3.4.1. Comparison of simulation and                7.65 ± 1.08 MPa; compressive modulus: 45.96 ± 3.57 MPa),
            experimental data                                  it was found that the accuracy of the reconstruction model
            In this study, FEA was employed to reveal the stress
            distribution within the  scaffolds.  Given  the  printing   prediction was over 85%, significantly better than that
            defects  and  morphological changes  during the  scaffold   of the theoretical model (less than 60%). This deviation
            preparation, the scan-reconstructed model was adopted   might be due to simplification during the modeling
            to simulate and analyze the mechanical behavior of the   process and fluctuations in filament diameter during
            sintered HAP scaffold. The results were then compared with   actual printing (Figure 5), which prevented the theoretical
            those obtained from a commonly used theoretical model.   model from accurately reflecting the true structure and
            Both models predicted linear stress–strain curves for the   performance of the scaffold. Using theoretical models for
            sintered HAP scaffolds, consistent with the behavior of   analysis and prediction might overestimate the mechanical
            brittle materials (Figure 7b), matching the measured trend   performance of scaffolds, leading to scaffold failure during
            (Figure 7a). The prediction results of both models indicate   clinical use. In contrast, the reconstruction model was


            Volume 10 Issue 6 (2024)                       463                                doi: 10.36922/ijb.4460
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