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Engineering Science in
            Additive Manufacturing                                          Multi-material additive manufacturing of metals



            powder and its convection flow contributed to the melting   phases present in high-strength steel/Ti-6Al-4V bimetallic
            of Cu10Sn. Scanning electron microscopy analysis further   structures.  Using  CALPHAD,  Wei  et al.   identified
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            revealed that phase migration was likely driven by this   three intermetallic formations at the interface:  α-Fe +
            convection flow, which facilitated elemental intermixing   Fe Ti, Fe Ti, and TiFe +  β-Ti. Their  analysis indicated
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            across multiple layers.                            that a compositional gradient build strategy would not
                                                               be sufficient to prevent the formation of Fe Ti, a brittle
              Interestingly, Zhang  et al.   used the  Cline–Anthony                             196  2
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            model to calculate the melt pool temperature field during   IMC. In a similar approach, Kannan et al.  conducted a
                                                               CALPHAD analysis on a compositionally graded Al-Cu-
            the LDED process for CuCr/07Cr15Ni5. Using this model,
            they successfully predicted printability maps as a function   Ce-Zr/SS316L joint. They found that composition ratios
                                                               of 90%, 80%, 20%, and 10% SS316L were promising
            of deposition layer number. A narrowing of the printability   for  fabrication,  as no  primary intermetallic formations
            window with increasing layer number was found to   were observed. Instead, a  BCC 2 matrix formed on the
            enhance thermal conductivity, specific heat capacity, and   Fe-rich side and an  FCC 1 matrix on the Al-rich side.
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                                                                                    A
            effective density. The calculated results from the proposed   Scheil simulations performed on a P21/704H bimetallic
            analytical model were in good agreement with experimental   structure  fabricated  using  MM-WAAM  revealed  drastic
            data. Similarly, Li et al.  applied a CFD-based approach to   variations in volumetric CTE and freezing range due to the
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            model the fabrication process of FGM using MM-LDED.   formation of an MC carbide phase from the liquid during
            They developed a multiphysics, MM model to simulate   solidification. This phase formation led to cracking in the
            thermal gradients, phase transitions, melt pool dynamics,   intermediate region.  Iams  et al.  performed similar
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            and final part geometry, identifying non-uniformities in   testing on GRCop-42/IN718 using Scheil simulation
            material gradation across the transition zone. Ghanavati   and observed the formation of a C15 Cr Nb phase in the
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            et al.  identified that SS 316L is susceptible to composition   GrCop-42 composition. They also reported enrichment
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            changes and a lack of fusion, which can lead to porosity   in Ni and Fe, which contributed to the formation of the
            due to its high equilibrium vapor pressure. In contrast,   C14 (Cr,Ni,Fe) Nb phase and the BCC α-Cr phase. In the
            IN718 is more prone to distortion, owing to the formation   case of Ti-6Al-4V/Al-Cu-Mg structures, which exhibit
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            of larger melt pools. In a study involving MM-LPBF TiB /  significantly different thermal properties, the interface
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            Ti-6Al-4V, Chen et al.  used a multilayer finite element   was found to be prone to cracking due to the formation
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            model (ANSYS) to predict temperature gradients and   of IMCs. Based on this understanding, Zhang  et  al.
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            remelting ratios. They  assumed  that the absorptivity   used Scheil–Gulliver simulation and Malac–Distmas
            of Ti-6Al-4V is equivalent to that of Ti-alloy powder,   calculations to predict the phase diagram and diffusion
            while TiB  behaves similarly to non-oxide ceramics with   path of the bimetallic structure. The binary phase diagram
                    2
            relatively high absorptivity. The results showed that the   and diffusion path of direct Ti–Al bonding revealed high
            maximum temperature gradient occurred at the interface   susceptibility to cracking and delamination at the interface
            and demonstrated a direct proportionality between laser   (top two panels of  Figure 16D). To mitigate interfacial
            power and temperature gradient (Figure  16A), and an   cracking, a Cu interlayer was introduced. The two lower
            inverse proportionality with laser scan speed (Figure 16B).   panels in  Figure 16D  show  the predicted IMCs. Since
            In addition to temperature gradient analysis, a CFD–DEM-  Cu is a eutectoid-forming element with both Ti and Al, it
            based approach was applied to SS316L/W and W/SS316L   contributes to constitutional supercooling and stabilizes
            interfaces to examine melt pool temperature profiles   the bonding interface.
            (Figure 16C). The temperature profiles were evaluated with                         132
            respect to the melting temperatures of SS316L (1658 K)   Beyond thermal behavior, Chen et al.  applied a CFD-
            and W (3695 K). The observed characteristic behavior is   based approach to investigate melt pool morphology
            attributed to the significantly higher thermal conductivity   in MM-LDED-processed IN625/SS316L  (Type-A)  and
                                                               SS316L/IN625 (Type-B) structures (Figure  15D). In
            of W, which facilitates efficient heat dissipation. These   Type-A,  an  anticlockwise  flow  at  the  rear  of  the  melt
            simulations collectively demonstrate the capabilities of   pool contributed to a fully mixed zone by moving
            MM thermal-fluid dynamics models in fundamentally   remelted SS316L toward regions of higher temperature.
            investigating the AM process and assessing printability.  In contrast, the Type-B interface exhibited a clockwise
              Understanding   phase   stability  and  phase    flow,  causing  unmixed  IN625  to  rise  into  the  melt  pool
            transformations under variable temperatures, pressures,   and become trapped during solidification (Figure 4C and
            and  compositions  is  crucial  for  the  development  of   F for experimental validation). The simulation was used
            advanced computational capabilities. In one example,   to verify and explain the experimental observations
            thermodynamic calculations were employed to predict the   previously discussed. Using a similar CFD–DEM-based


            Volume 1 Issue 2 (2025)                         27                         doi: 10.36922/ESAM025180010
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