Process Improvement for Graphite Deformation in Ductile Iron Castings

In the production of ductile iron castings, achieving consistent microstructure and mechanical properties is critical, especially for components with varying wall thicknesses. I encountered a significant challenge in manufacturing a bearing housing casting, where graphite deformation occurred in the thick central section, leading to unsatisfactory performance. This article details my analysis and the process improvements implemented to address graphite abnormalities in ductile iron castings, focusing on metallurgical controls and casting design modifications. The insights gained can benefit similar applications involving heavy-section ductile iron castings.

The bearing housing casting, with a mass of 210 kg, featured a complex geometry with a primary wall thickness of 80 mm, a maximum thickness of 126.5 mm, and a minimum of 16.5 mm. The central region, measuring 189 mm by 126.5 mm, was particularly prone to graphite deformation due to its substantial mass. Material specifications required a grade equivalent to QT400-15, with graphite morphology consisting of spheroidal and a small amount of vermicular graphite, graphite size of 5-7 grade, no carbides, and a pearlite volume fraction below 10%. Mechanical properties demanded a tensile strength of at least 400 MPa, yield strength of 250 MPa or higher, elongation of 15% or more, and a hardness between 130-185 HB. These requirements are typical for high-integrity ductile iron castings used in demanding applications.

Initially, the production process involved a semi-gating system with a ratio of sprue cross-sectional area to choke area to runner area to ingate area of 1:0.57:0.79:3.39. Each casting was equipped with three exothermic sleeves to aid feeding. Melting was conducted in a 3-ton medium-frequency induction furnace using a charge composition of 20% pig iron, 40% steel scrap, and 40% returns from QT400-15 castings. The base iron composition aimed for low sulfur and manganese levels to facilitate proper nodulization. The chemical composition of the base iron is summarized in Table 1.

Table 1: Base Iron Chemical Composition
Element Content (wt%)
C 3.68
Si 1.47
Mn 0.258
P 0.020
S 0.0225
Cu 0.038
Cr 0.008

For nodularization and inoculation, specific agents were employed, with compositions and particle sizes detailed in Table 2. The treatment process involved adding 1.0-1.1% nodularizer and 0.8% inoculant in the ladle, followed by a post-inoculation addition of 0.08%. The pouring temperature ranged from 1360°C to 1420°C, and the final casting composition is shown in Table 3.

Table 2: Nodularizer and Inoculant Compositions and Particle Sizes
Treatment Agent RE (%) Mg (%) Si (%) Ca (%) Al (%) Ba (%) Particle Size (mm)
Nodularizer 1.25 6.41 45 2.38 0.4 5-25
Ladle Inoculant 72 1.65 1.34 2.23 3-10
Post-Inoculant 71.5 1.52 1.06 2.12 0.2-0.7
Table 3: Final Casting Chemical Composition
Element Content (wt%)
C 3.54
Si 2.43
Mn 0.263
P 0.020
S 0.017
Mg 0.045
Cu 0.038
Sn 0.0024
Cr 0.0014

However, during initial production trials, the thick central section exhibited severe graphite deformation, characterized by irregular graphite forms that compromised mechanical properties. Tensile tests on samples from the problematic area showed a tensile strength of 367 MPa, yield strength of 280 MPa, elongation of 8%, and hardness of 187 HB, failing to meet specifications. This issue is common in ductile iron castings with significant variations in wall thickness, where cooling rates differ, leading to microstructural inhomogeneities.

To understand the root causes, I analyzed the formation mechanisms of deformed graphite in ductile iron castings. Graphite deformation, such as chunk graphite, often arises in heavy sections due to prolonged solidification times, which allow for graphite flotation and segregation of elements like cerium and magnesium. The solid-liquid interface during eutectic solidification can experience inhomogeneous adsorption of cerium and magnesium, disrupting the regular growth of graphite spheres. This results in uneven branching and the development of degenerate graphite forms. In thick sections, higher concentrations of residual elements like rare earths (RE) and magnesium exacerbate this problem, creating an environment conducive to graphite abnormalities. The relationship between solidification time and graphite morphology can be expressed using Chvorinov’s rule, where the solidification time \( t \) is proportional to the square of the volume-to-surface area ratio: $$ t = C \left( \frac{V}{A} \right)^2 $$ Here, \( C \) is a constant dependent on the mold material and casting conditions, \( V \) is the volume of the thick section, and \( A \) is its surface area. For the central thick region of the bearing housing, the high \( V/A \) ratio led to extended solidification, promoting graphite deformation.

Several factors contributed to the graphite issues in these ductile iron castings. First, the central thick area cooled slowly, allowing ample time for graphite growth and flotation. Second, the high pouring temperature of 1360-1420°C extended the solidification window, increasing the risk of nodularization and inoculation fade. Third, the original gating design introduced metal through ingates located in the thick section, causing local overheating and further delaying solidification. Fourth, the base iron sulfur content of 0.0225% was relatively high, as sulfur can interfere with magnesium’s nodularizing effect by forming sulfides that consume available magnesium. The effectiveness of nodularization can be modeled by the magnesium utilization efficiency \( \eta_{Mg} \), which decreases with higher sulfur levels: $$ \eta_{Mg} = \frac{[Mg]_{\text{effective}}}{[Mg]_{\text{added}}} \propto \frac{1}{[S]} $$ where \( [Mg]_{\text{effective}} \) is the magnesium available for graphite spheroidization, and \( [S] \) is the sulfur content. Fifth, insufficient inoculant addition (0.08% post-inoculation) resulted in fewer graphite nuclei, exacerbating deformation. Sixth, the nodularizer addition rate of 1.0-1.1% was on the lower side for heavy sections, leading to inadequate nodularizing potential. Seventh, the use of a standard nodularizer with 1.25% RE contributed to elevated rare earth levels in thick areas, where RE elements can promote anti-nodularizing effects when segregated.

To address these issues, I implemented a series of process improvements tailored to ductile iron castings. The first measure involved modifying the gating system to avoid introducing metal directly into thick sections. I changed to a bottom gating design with a revised ratio of sprue to choke to runner to ingate areas of 1.0:0.57:0.79:1.27, which reduced local overheating and promoted more uniform solidification. This adjustment is crucial for ductile iron castings with varying wall thicknesses, as it minimizes thermal gradients. The second improvement was lowering the pouring temperature to 1340-1380°C, which shortened the solidification time and reduced the window for graphite degeneration. The solidification time reduction can be estimated using the relationship: $$ \Delta t = k \Delta T $$ where \( \Delta t \) is the change in solidification time, \( k \) is a proportionality constant, and \( \Delta T \) is the decrease in pouring temperature. By reducing the temperature by approximately 40°C, I achieved a significant decrease in solidification time, limiting graphite flotation.

Third, I tightened control over the base iron sulfur content, aiming for a range of 0.008% to 0.020% to minimize sulfur’s adverse effects on nodularization. Lower sulfur levels enhance magnesium efficiency, as described by the equation: $$ [Mg]_{\text{required}} = a + b [S] $$ where \( a \) and \( b \) are constants specific to the melting practice. By reducing sulfur, the required magnesium addition for effective nodularization in ductile iron castings decreases, reducing the risk of residual magnesium-related issues. Fourth, I increased the post-inoculation addition to 0.12% using a sulfur-oxygen inoculant, which improved graphite nucleation and count. The number of graphite nodules per unit volume \( N_v \) can be related to inoculation effectiveness: $$ N_v = C_i \cdot [\text{Inoculant}] $$ where \( C_i \) is a constant dependent on inoculant type and processing conditions. Enhanced inoculation promotes finer and more uniform graphite in ductile iron castings.

Fifth, I raised the nodularizer addition to 1.2-1.3% to ensure sufficient nodularizing potential throughout the solidification process. The nodularizing efficiency \( E_n \) can be defined as: $$ E_n = \frac{[Mg]_{\text{residual}}}{[Mg]_{\text{added}}} \times 100\% $$ By increasing the addition rate, I aimed for a higher \( E_n \) in thick sections. Sixth, I switched to a low-RE nodularizer with compositions shown in Table 4, which reduced the rare earth content to mitigate their role in graphite deformation. Rare earth elements like cerium can form intermetallics that interfere with graphite growth, so lowering their concentration is beneficial for heavy-section ductile iron castings.

Table 4: Low-RE Nodularizer Composition and Particle Size
Element Content (wt%) Particle Size (mm)
La 0.49 5-25
Mg 6.0
Si 47
Ca 3.1
Al 0.35-0.4

Seventh, I introduced antimony (Sb) during ladle treatment at a controlled rate to counteract the anti-nodularizing effects of trace elements like lead, aluminum, and cerium. Antimony acts as a neutralizer, improving graphite spheroidity by forming stable compounds. The effectiveness of Sb can be expressed as: $$ \text{Graphite Spheroidity} = f([Sb], [Pb], [Al], [Ce]) $$ where a higher Sb content relative to impurities enhances nodularity. With these measures, the nodularization treatment was conducted at 1478°C with a reaction time of 68 seconds, and pouring occurred at 1378°C.

After implementing these improvements, the ductile iron castings showed remarkable enhancements. The thick central section exhibited well-formed spheroidal graphite with minimal deformation, meeting the required graphite size of 5-7 grade and less than 10% pearlite. Mechanical properties improved significantly, with tensile strength reaching 432 MPa, yield strength 291 MPa, elongation 16%, and hardness 167 HB, all within specifications. This success underscores the importance of integrated process controls in producing high-quality ductile iron castings.

In conclusion, addressing graphite deformation in ductile iron castings requires a holistic approach. Key lessons include avoiding gating into thick sections to prevent local overheating, optimizing pouring temperatures to control solidification times, and managing sulfur levels to enhance nodularization. Multiple inoculation stages increase graphite nuclei, while low-RE nodularizers reduce the risk of rare earth-induced abnormalities. Additionally, elements like antimony can neutralize detrimental impurities. These strategies are essential for achieving consistent microstructures and properties in ductile iron castings, particularly for components with complex geometries. Future work could focus on predictive modeling of solidification behavior to further refine process parameters for ductile iron castings.

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