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Materials Science in Additive Manufacturing                       Process optimization of SEBM IN718 via ML


            structure has a MUD value of 1. In comparison, sample   The bottom half of these regions reserved a hemispherical
            P2 has the least area of grains in random orientations.   shape. Compared with the microstructure of pre-alloyed
                                                               powder, it indicated that the fine grains may be inherited
            A                  B                               from the incompletely melted powder . Columnar grains
                                                                                             [51]
                                                               were formed after <100> preferential growth on equiaxed
                                                               grains. The columnar grains are interrupted when coming
                                                               across the next unmelted powder. Variations of the
                                                               columnar  grain  width measured using  the  interception
                                                               method according to ASTM E112-2013 standard are listed
                                                               in Table 5. Samples P1, P2, and P3 with the same energy

            C                  D                               density had similar columnar grain width, and sample P4
                                                               with the fastest scanning speed and smaller energy density
                                                               had finer columnar grains.

                                                               3.5. Mechanical properties of SEBM-fabricated
                                                               Inconel 718
                                                               The hardness of Inconel 718 fabricated by SEBM with the
                                                               parameters listed in Table 4 is shown in Table 5. It can be
            Figure 10. Electron back-scattered diffraction-Inverse pole figure maps   seen that the as-built samples without heat treatment had
            on cross-section of as-built samples: (A) P1, (B) P2, (C) P3, and (D) P4.  high hardness, because high temperature was maintained

                           A








                          B










                          C










                          D








                                      Figure 11. Pole figures in the XY-plane: (A) P1, (B) P2, (C) P3, (D) P4.



            Volume 1 Issue 4 (2022)                         9                     https://doi.org/10.18063/msam.v1i4.23
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