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


            magnification present the similar microstructure of slender   The reason for the formation of shrinkage porosity was
            columnar grains from SEBM-fabricated Inconel 718 with   that insufficient liquid reached the channel that was
            processing parameters, as shown in Table 4. The columnar   isolated by dendrite bridging during solidification . Three
                                                                                                      [50]
            grains were parallel to the BD, which was also observed in   precipitates can be observed in the matrix of these samples,
            other works about SEBM process [25,45,48] .        as shown in Figure 9B, and Figure 9C is the corresponding

              Further, characterization shows that the main defect in   EDS  map.  According  to  the  morphology  and  element
            the sample with even surface morphology was the voids   enrichment, the block shape precipitate “a” is enriched in
                                                                                                       [17]
            parallel to the BD, as shown in Figure 9A. This defect was   Nb and Mo, which is determined as Laves phase . The
            also observed in samples with uneven and porous surface   long plate shape precipitate “b” is the δ phase. Laves phase
            morphology. The voids were distributed at the inter-  is mainly formed on the grain boundaries and mixed with
            dendritic region with a width of 2–3 μm and a length of 20   a few of δ phase somewhere. The polygonal precipitate “c”
            μm. These voids are considered the shrinkage porosity .   is enriched in N and Ti, indicating the existence of TiN
                                                        [49]
                                                               phase. The spherical precipitate “d” in the core of TiN is
             A                    B                            rich in Al and O, which suggests that the precipitate is the
                                                               Al O  phase. No gas pore defects were observed inside the
                                                                 2
                                                                   3
                                                               sample.
                                                                 The difference between grains was observed by EBSD.
                                                               Figure 10 shows the EBSD-IPF maps on the cross-section
                                                               parallel to the BD. Strong texture in the as-built samples
             C                    D                            along the BD was observed in the EBSD-IPF maps. The
                                                               as-EBM-built samples mainly consist of columnar grains
                                                               with preferential orientation <001>, decorated with few
                                                               equiaxed fine grains.  Figure  11  shows the pole  figures
                                                               and multiple of uniform density (MUD)  maximum of
                                                               four samples. Sample P2 shows a strong texture in BD
                                                               with a MUD maximum of 30.73, sample P1 and P3 shows
            Figure 8. BSE images at low magnification showing the similar slender   a reduced texture, and sample P4 has the lowest MUD
            columnar grains in different samples: (A) P1, (B) P2, (C) P3, (D) P4.  maximum, which is 17.21. Completely equiaxed grain

            A                                 C














            B














            Figure 9. BSE images of defects and phase in selective electron beam melting -fabricated Inconel 718: (A) shrinkage porosity, (B) Laves phase, δ phase, and
            TiN/Al2O3 phase, (C) EDS map of the inclusion in (B).


            Volume 1 Issue 4 (2022)                         8                     https://doi.org/10.18063/msam.v1i4.23
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