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Materials Science in Additive Manufacturing                              3D-Printed hip joints performance



            nanoparticles beyond 3% reduces the maximum load of
            artificial hip joints. A  similar phenomenon is found in
            the tensile test results. The initial increase in strength is
            attributed to enhanced intermolecular interactions. TiO 2
            nanoparticles possess a high surface area-to-volume ratio,
            and when uniformly dispersed within  the resin matrix,
            they significantly increase the surface area available for
            bonding. This promotes stronger interactions between
            the  nanoparticles  and  the  surrounding  resin,  improving
            internal adhesion and ultimately enhancing the mechanical   Figure 13. In-frame comparison of the experiment with simulation
            strength of the composite material. In addition, the increase
            in strength is also attributed to the nanoscale reinforcement.   A         B
            Nanoparticles are effective reinforcing materials that can
            interact with polymer chains in the resin, restricting their
            mobility and thereby increasing stiffness and resistance
            to deformation of the overall structure. This interaction
            significantly enhances the stiffness, tensile strength, and
            compressive strength of the resulting composite material.
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            However, when the concentration  of TiO  nanoparticles   C                 D
                                              2
            exceeds a certain threshold, agglomeration may occur. The
            formation of nanoparticle clusters disrupts the uniform
            dispersion within the resin matrix, leading to stress
            concentrations and weakened interfacial bonding.  As a
                                                     15
            result, the mechanical strength of the dental photopolymer
            resin composite may decrease.

              Figure  13 compares the behavior of the artificial hip
            joint prosthesis between the experimental and simulated   Figure 14. Scanning electron microscopy images of the fracture surface.
            compression tests. The  figure shows similar behavior of   (A) Pure resin at ×250 magnification with 100  µm scale bar. (B) 1%
            the artificial hip joint prosthesis between the experimental   weight TiO at ×1,500 magnification with 10 µm scale bar. (C) 3% weight
                                                                      2
                                                               TiO at ×1,500 × magnification with 10 µm scale bar. (D) 5% weight TiO
            and the simulated compression test, with only a slight   at ×1,500 magnification with 10 µm scale bar  2
                                                                 2
            difference in the fracture shape when the artificial hip joint
            prosthesis breaks.                                 nanoparticles and the resin, which is crucial for enhancing
            3.3. Micrograph analysis                           the mechanical strength of the composite.
            The results of scanning electron microscopy (SEM)    Individual  TiO  nanoparticles should be  visible as
                                                                              2
            indicate that the fracture surface of the specimen is smooth   distinct entities in the SEM images, indicating proper
            and neat in pure photopolymer as shown in Figure 14A.   dispersion with minimal agglomeration. The presence of
            After the addition of nanoparticles, the specimen surface   individual nanoparticles contributes to strengthening the
            looks rougher. In Figure 14B-D, there are clumps indicated   composite and enhancing various functional properties.
            by arrows; the  larger  the  TiO  nanoparticles  used,  the   Although small  aggregates  of TiO  nanoparticles form
                                                                                            2
                                     2
            more clumping and voids appear. Roughness on the   when nanoparticles come into proximity and may be
            fracture surface indicates an increase in the mechanical   present in the SEM images, these aggregates do not form
            strength of the specimen. When combining SLA resin   large clusters or lumps. These aggregates offer improved
            with TiO  nanoparticles, several characteristic features are   mechanical  and  functional  properties  comparable  to
                   2
            expected from the SEM images. SEM imaging provides   individual nanoparticles. Besides, an adequate surface
            detailed  surface  information,  revealing  the  distribution,   coverage of TiO  nanoparticles on the resin matrix should
                                                                            2
            morphology, and interaction of nanoparticles within the   also be observed in the SEM images. The nanoparticles
            resin matrix. A uniform dispersion of TiO  nanoparticles   should be evenly distributed across the resin’s surface,
                                              2
            throughout the resin matrix should be observed in the SEM   creating a continuous or semi-continuous layer. This
            images,  indicating a uniform dispersion and  successful   surface  coverage  ensures  effective  reinforcement  and
            incorporation of the nanoparticles into the resin. This   desired functional properties, such as increased strength,
            uniform dispersion signifies good interaction between the   improved thermal stability, or enhanced optical properties.


            Volume 4 Issue 3 (2025)                         7                         doi: 10.36922/MSAM025200032
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