1. Introduction
High pressure die casting is a popular manufacturing processes for light metals and is known for high productivity, high dimensional accuracy and excellent mechanical properties. However, fierce turbulence occurs during the injection phase due to the rapid filling speed and narrow in-gate of the casting system. The J factor [Eq.1], which indicates the initial flow regime during filling, has received considerable attention in Japan, with recent studies aiming to establish the relation between its value and the subsequent product quality [
1,
2,
3]. The J factor can be calculated using the VanRens equation:
Where
Vg is the gate velocity,
D = ab/(a+b) is the orifice radius,
a is the gate width,
b is the gate thickness and
ρ is the density of the alloy [
3]. By capturing the high speed ejection of molten metal into an open space whilst irradiating laser light, Koya et al. demonstrate that flow becomes partially atomized at the time of injection given a sufficiently high J factor [
4]. Atomization was attributed to two phenomena; (i) the collision of newly accelerated high speed material and previously injected low speed material, causing the front of the liquid jet to open like an umbrella, producing molten metal droplets with equivalent size range of the sauter mean diameter from its perimeter, and (ii) surface fluctuations of the liquid jet, which cause droplets of molten metal to separate from the liquid column [
4,
5], all of which occurs instantly before the melt temperature drops obviously, which can be treated as an isothermal process. Numerical modelling of the atomization phenomenon, achieved by a coupled large eddy simulation and volume of fluid approach, suggests that this atomized material is conveyed into the cavity as a multiphase flow containing finely dispersed air bubbles, persisting in this manner until filling is complete [
5].
Intensive melt shearing, such as that introduced in the runner and ingate at the time of injection, has been shown to significantly influence the morphology and distribution of coarse externally solidified crystals (ESCs) observed in the final microstructure [
6,
7,
8,
9,
10]. Wu et al. reported an increase in filling velocity led to the fragmentation and re-melting of crystals for an AM60B magnesium alloy, attributed to induced thermal shock and convection within the melt [
9]. Li et al. discussed the rotation and fragmentation of crystals in relation to the aggregation of porosity within defect bands for an AZ91D magnesium alloy [
10]. Gourlay et al. demonstrated that ESCs are not a prerequisite for the formation of defect bands, although their presence likely influence the rheology of the solidifying alloy, altering the characteristics of the residual band [
11].
Previous studies on vane rheometry and direct shear cells have suggested that the rheology of equiaxed solidifying alloys can be interpreted as cohesionless compacted granular materials [
12,
13]. The grains within a compacted granular assembly respond to compressive and shear loading by rearranging to form regions of localised contraction and dilation. In equiaxed solidifying alloys such as Al-7Si-0.3Mg and Mg-9Al-0.7Z, an increase in shear stress is accompanied by a volumetric expansion (Reynold’s dilatancy) [
14]. As the shear stress increases, dilatancy develops in a highly anisotropic manner, ultimately localising within a narrow band following the casting contour. The thickness of shear bands commonly observed in HPDC components have been found to be in the range of 7-18 mean grains wide, within the characteristic range of 6-20 mean grains wide for dilatant shear bands in granular mediums [
15]. The low crystal packing density of the band is expected to result in positive macrosegregation provided sufficient liquid can be drawn to the dilating band. When insufficient liquid is available, interdendritic porosity follows [
14]. Previous studies have suggested that the HPDC process parameters influence the formation and characteristics of shear bands, with a key focus on controlling the intensification stage and the thermal conditions in the shot sleeve; however few have pondered the influence of flow conditions on the band characteristics [
8,
12,
16,
17].
Tordesillas characterises the evolution of stress-dilatancy within a cohesionless granular assembly via discrete element simulation (DEM), demonstrating that the underlying mechanism is one of cyclic jamming-unjamming events governed by the collective buckling of so-called force chains (self-organization of particles into load-bearing columnar structures, which align to the major principle stress axis prior to collapse) [
18,
19]. In this paper, we introduce the implications of force chain buckling on dilatant shear banding in equiaxed solidifying alloys, presenting three novel mechanisms for ESC enhanced dilation in HPDC. The influence of several filling velocities on the evolution of dilatant shear bands in HPDC will be discussed in relation to the initial jet flow conditions and the subsequent crystal morphology.
2. Materials and Method
2.1. Materials
35 Kg of Al8SiMnMg alloy (liquidus temperature of 615°C) with measured composition 8.1 wt. % Si, 0.44 wt. % Mn, 0.33 wt. % Mg, 0.06 wt. % Fe, 0.10 wt. % Ti and 0.02 wt. % Sr, was melted in an electric resistance furnace and then held at 750 °C for 30 min to maintain homogenization. The melt was degassed using a conventional rotary degassing unit for 10 min with a stirring speed of 350 rpm and an argon flow rate of 4 l/min.
2.2. Casting Technologies and Parameters
During HPDC, molten metal was manually poured into the shot sleeve of a Frech 4500 kN locking force cold chamber HPDC machine using a transfer ladle. The temperature of the melt , the shot sleeve and the die cavity were maintained at 680 °C, 180 °C and 150 °C respectively. The molten metal was then injected into the die cavity with filling velocities of 2.2 ms
-1, 3.6 ms
-1 and 4.2 ms
-1 producing eight round tensile samples with nominal gauge diameter ø6.35 mm, in accordance with ASTM standards. Once the cavity was completely filled, an intensification pressure of 60 MPa was applied. A detailed description of the die geometry used to produce these tensile specimens can be found in [
20] and is shown in
Figure 1, and the piston profiles used in this work is shown in
Figure 2. The entire piston stroke is 470 mm, during the initial shot stages in three velocity profiles, the piston velocity increases from 0 to 0.4 ms
-1 and then gradually to 0.6 ms
-1. During the fast shot stage, the three velocity profiles differ in filling speed as mentioned above. The reason for selection of characteristic filling velocities of 2.2 ms
-1, 3.6 ms
-1 and 4.2 ms
-1 are described in detail in previous works of the authors[
31,
32].
To ensure a steady-state die temperature, a FLIR T650sc infrared camera was used to capture thermographic data. From the infrared images, temperature readings were taken from the centre of the gage section and at the ingate using point measurements within the thermographic post-processing software FLIR tools (version FLIR Tools+ 6.4.18039.1003). An illustration of the infrared image and the temperature readings are shown in
Figure 3. It was found that after six shots, a steady state die temperature was achieved. The first six shots were therefore scrapped, and samples were taken from proceeding shots.
2.3. Tensile Test
Tensile tests were performed at ambient temperature using an Instron 5500 universal electromechanical testing system, in accordance with ASTM standard E8/E8M . The gauge length and gauge diameter of the tensile specimens are 55 mm and 6.35 mm, respectively. Tensile data was recorded using a 50 mm extensometer with a ramp rate of 1 mm/min.
2.4. Microstructure Characterization
Samples for microstructural observation were taken from the centre of the gauge length, acting perpendicular to the tensile direction. Samples were ground and polished to a 1 μm finish using standard metallographic techniques. To reveal the microstructure samples were etched with Keller’s reagent (95% H2O, 2.5% HNO3, 1.5% HCl, and 1% HF). Optical microscopy and scanning electron microscopy (SEM) were used to observe the etched microstructures of the HPDC samples. High contrast SEM micrographs for grain size measurements were obtained via a tungsten filament Carl Zeiss LEO 1455VP SEM and analyzed using the Fiji image processing software package based on ImageJ.
3. Results
3.1. Dilatant Shear Bands and ESC Morphology
Bands of positive macrosegregation were observed with all filling velocities trialled in this study (
Figure 4). With an increase in velocity from 2.2 ms
-1 to 3.6 ms
-1, dilatational concentration (defined here as the degree of local dilation, thus characterized by the local eutectic fraction) was observed to decrease, suggesting a transition from localised dilation within a shear band to global dilation of the entire assembly. Further increasing the filling velocity from 3.6 ms
-1 to 4.2 ms
-1 once again produced a distinct shear band. The normalized width of the Si enrichment region in figure 3 (red dash line area) are estimated in ImageJ software and the normalized values are 0.92, 0.52 and 0.85 respectively when filling speed increases from 2.2 ms
-1 to 4.2 ms
-1.
For samples produced with filling velocities of 2.2 ms
-1 and 4.2 ms
-1, large fluctuations in eutectic fraction were observed within the band, reminiscent of the large voids attributed to force chain buckling in granular media (
Figure 5). Outlined in
Figure 5 ii is a columnar crystal structure residing in the shear band of a sample produced at 3.6 ms
-1, observed to offset slightly from the major principle stress axis (i.e. radial compression during intensification)
3.2. Grain Size and mechanical Properties
High contrast SEM micrographs captured within the shear band were used to determine the average size of ESCs and in-cavity solidified grains for samples produced with the aforementioned filling velocities (
Table 1). Within the Fiji image processing software package based on ImageJ, SEM micrographs were binarized using an appropriate threshold to differentiate grains from the matrix(
Figure 6). The average grain size (
Φ) was determined using the equivalent circle approach (Eq. 2). Grains with a diameter ≥ 20 µm were defined as ESCs and were separated from in-cavity solidified grains (3 µm ≤
≤ 20 µm) for subsequent analysis.
An increase in filling velocity from 2.2 ms-1 to 3.6 ms-1 resulted in a decrease in the average ESC size from 41 µm to 27 µm. A further increase in velocity from 3.6 ms-1 to 4.2 ms-1 did not significantly alter the average ESC size, with only slight increase from 27 µm to 33 µm, however, considerably reduced average size of in cavity solidified grains are observed in this process, with the mean values decreasing from 8.1 µm to 7.3 µm.
The yield stress, elongation and ultimate tensile stress of various tensile samples are tested and plotted in
Figure 7. As is shown in the figure, the mechanical properties shows some variability in different locations and under various piston speed. The average values for the mechanical properties are summarized in
Table 2. Combining
Table 1 and
Table 2, it could be seen that with the piston velocity of 3.6ms-1, the average ESC size reaches the minimum and the average yield stress and overall product of strength and elongation reaches the maximum value of 144.6 MPa and 3.664 GPa%, respectively.
4. Discussion
Within a compacted granular material, stress is heterogeneously transmitted along a two-phase network of contacts [
18,
21]. The “strong network” is defined as a subnetwork comprising chains of highly stressed particles, which carry the majority of the applied load. The complementary “weak network” consists of contacts that experience a below average force and provides lateral support to existing force chains. Whilst Radjai very appropriately states “the weak network behaves essentially as an interstitial liquid, whereas the strong forces carry the whole deviatoric load and in this respect behaves as a solid”, we cannot simply reverse this analogy to describe microstructural evolution during equiaxed solidification without first considering that the weak network is more likely to compose a dilute suspension of liquid and dispersed crystals.
Initial deformation of the granular medium is predominately affine, with potential energy increasing with strain [
18,
19]. At the onset of non-affine deformation, force chains establish and align to the major principal stress axis. The absence of force chain buckling is accompanied by global dilation of the granular assembly [
18,
19,
22]. Force chain buckling initiates just prior to peak shear stress, generating large voids between neighbouring columns [
23,
24,
25]. After the peak shear stress, force chain buckling propagates causing dilatancy to localise within a narrow shear band [
19]. When a force chain fails (unjamming event), the energy stored at its contacts is dissipated to neighbouring particles from the weak network, encouraging the formation of new force chains or the reinforcement of existing ones (jamming event) [
19]. The shear band continues to develop, until these cyclic unjamming-jamming events cause the band to reach a residual state, in which the collapse of existing force chains is in equilibrium with the generation of new microstructure [
24]; however, when deliberating dilatancy in equiaxed solidifying alloys, one must consider that with sufficiently high cooling rates, the casting may solidify before the band achieves this residual state.
Particle rotation during filling has been widely reported, predominantly originating from highly turbulent flow conditions and subsequent particle interactions within the multiphase suspension [
10,
26,
27,
28,
29]. The size (10~200 µm) and morphology (globular/irregular) of these particles greatly influences the flow of the suspension. In a given velocity gradient, increasing the particle size leads to enhanced rotation and an increased collision frequency [
26]. It is evident from (
Figure 4,
Figure 5,
Table 1) that crystal fragmentation is accompanied by a decrease in dilatational concentration, with normalized width of the Si enrichment region decreasing from 0.92 to 0.52. Surmising the concept of force chain buckling in equiaxed solidifying alloys, we can explain the influence of fluid flow and crystal morphology on dilatant shear banding in HPDC.
Figure 8 illustrates three novel mechanisms of ESC enhanced dilation proposed by the authors:
(1) In
Figure 8i, the presence of large crystals within the force chain leads to a decrease in the total number of contacts and increases the volume of interstitial fluid. The force chain is therefore more susceptible to buckling, enhancing dilation within the shear band.
(2) Particles within the shear band experience a transverse lift force, due to the existence of a non-uniform pressure distribution. This lift force encourages crystals to migrate towards the region of lowest shear stress [
26] (i.e. the centreline of the band). An increase in particle size is accompanied by an increase in lift force. According to the lift force models in [
32], an increase of particle size from 50 to 100 µm will lead to an incease of 2.5e-9 N in lift force. Within the band, ESCs that comprise the outermost regions of the force chain will effectively act as pivots (
Figure 8ii), with the applied moment resulting from the aforementioned slip-shear lift forces.
(3) Within a given velocity gradient, increasing the particle size will increase the energy dissipated upon collision. In
Figure 8iii, a large crystal travelling at high velocity may possess the potential to dislodge a segment of the force chain, provided the energy dissipated upon collision is sufficient to encourage local particle rearrangement. This phenomenon is likely to occur towards the centreline of the shear band where resistance to flow is at a minimum, and particle momentum is likely to be at a maximum.
With a further increase in filling velocity from 3.6 ms-1 to 4.2 ms-1, the average size of ESCs was observed to remain relatively stable. This suggests that crystal fragmentation stagnates at a threshold J-factor, governed by the ingate geometry. For the ingate geometry used throughout this series of experiments, the filling velocity threshold corresponding to the atomization phenomenon is 0.71 ms-1. Therefore it can be assumed that for all filling velocities trialled in this study, melt flowing into the die cavity consists of a liquid column, encompassing a large proportion of ESCs, and fine droplets that rapidly solidify due to their small volume.
Despite the apparent stability in the average ESC size, dilatancy was observed to once again localise into a distinct shear band for samples produced at 4.2 ms
-1. This is likely to result from the increased shear stress introduced at 4.2 ms
-1, increasing the rate of force chain buckling within the band. Considerable refinement of the in-cavity solidified grains from 8.1 µm to 7.3 µm was also observed following the increase in filling velocity from 3.6 ms
-1 to 4.2 ms
-1. This was attributed to the atomization phenomenon, wherein an increase in injection velocity is accompanied by a reduction in droplet diameter [
30].
To further validate the above mechanism, the melt flow and ESC motion during the HPDC process are modeled based on OpenFOAM v5.0 platform. Considering similarity and to reduce the computation time of the entire fill system as is shown in
Figure 1. A single tensile sample including its ingate and overflow is selected as the modelling region to obtained the characteristic fluid flow and ESC motion behavior. The melt flow behavior is modeled by solving the Navior-Stokes equations and Standard k-epsilon equations. The ESC motion is described using DPMFoam in OpenFOAM. The mesh is generated using blockMesh and snappyHexMesh. Considering the minimum length for the calculation domain is 2mm (ingate thickness direction), a mesh size of 0.5 mm is used for accurate description of the flow problem. The fluid velocity distribution and ESC motion velocity distribution are shown in
Figure 9. It could be known that during the melt filling process, the ESCs tend to flow and aggregate towards the central region along the flow direction in the tensile sample. The ESCs aggregation tendency is described in
Figure 10. The legend stands for the averaged number density in ESC particles in the different locations in a tensile sample. It could be clearly seen that this model could accurately predict the evolution of dilatant shear bands in compacted granular assemblies and further validate the proposed mechanism for evolution of dilatant shear bands in high pressure die casting for Al-Si alloy.
5. Conclusions
By adopting the concept of force chain buckling in compacted granular materials, the evolution of dilatant shear bands in equiaxed solidifying alloys can be adequately explained. Fluid flow and grain size were found to significantly influence dilatancy, governing dilatational concentration and subsequently the extent of segregation within the band. The maximum dilatancy of 0.92 (normalized width of the Si enrichment region) is observed when the flow filling speed is 2.2 ms-1 and the average ESC size is 41 µm. Increasing the filling velocity appeared to promote crystal fragmentation up until a critical J-factor, leading to a decrease in dilatational concentration and thus a less distinct shear band. Excessive filling velocities increased the deformation rate, leading to an increase in dilatational concentration, and a distinct shear band; however also led to considerable refinement of in-cavity solidified grains, attributed to the atomization phenomenon. To explain the influence of grain size and crystal morphology on the evolution of dilatant shear bands in HPDC, three novel mechanisms for ESC enhanced dilation are presented:
(1) ‘Stacking faults’ introduced by the presence of large crystals within the force chain reduce the total number of contacts and increase the volume of interstitial fluid, weakening the structure.
(2) Crystals located towards the outermost region of the band are drawn inwards by slip-shear lift forces. A force chain comprising large crystals at its pivots will experience a greater moment, increasing susceptibility to buckling.
(3) A larger crystal travelling at increasing piston velocity from 2.2 ms-1 to 4.2 ms-1 may possess the potential to dislodge a segment of a given force chain, provided the energy dissipated upon collision is sufficient to incite local particle rearrangements. The optimal piston velocity is 3.6 ms-1, under which the average ESC size reaches the minimum and the average yield stress and overall product of strength and elongation reaches the maximum value of 144.6 MPa and 3.664 GPa%, respectively.
(4) Force chain buckling has been studied with sophisticated DEM-type simulations using OpenFOAM platform, which is able to accurately predict the evolution of dilatant shear bands in compacted granular assemblies. By applying the physics of granular materials to equiaxed solidifying alloys, unique opportunities are presented for process optimization and microstructure modelling once further testing of other alloys are conducted.
Author Contributions
Conceptualization, K. D.; methodology, K. D.; software, K. D.; validation, K. D., E. L. and Z. F.; formal analysis, Z. F.; investigation, J. L.; resources, K. D.; data curation, Y. Z.; writing—original draft preparation, J. L.; writing—review and editing, K. D.; visualization, J. L.; supervision, K. D., E. L. and Z. F.; W. W.; project administration, K. D.; funding acquisition, Z. F.; W. W. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by the National Science Foundation of China (52304360) and the Open foundation of the State Key Laboratory of Advanced Metallurgy, University of Science and Technology Beijing, China (K22-07), the Key Research and Development Program of Xiangjiang Laboratory (22XJ01002) and Engineering and Physical Sciences Research Council (EPSRC) and Jaguar Land Rover Ltd. [grant number 11055100].
Informed Consent Statement
Informed consent was obtained from all subjects involved in the study.
Data Availability Statement
The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author/s.
Acknowledgments
This work was supported by the National Science Foundation of China (52304360) and the Open foundation of the State Key Laboratory of Advanced Metallurgy, University of Science and Technology Beijing, China (K22-07), the Key Research and Development Program of Xiangjiang Laboratory (22XJ01002) and Engineering and Physical Sciences Research Council (EPSRC) and Jaguar Land Rover Ltd. [grant number 11055100].
Conflicts of Interest
The authors declare no conflicts of interest.
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