In the production of gray iron castings through the lost foam casting (EPC) process, one of the most challenging defects encountered is pouring collapse, where the mold partially or entirely collapses during pouring or solidification, leading to incomplete formation or excess material in the castings. This issue, often referred to as塌箱 or溃散, is particularly prevalent in large flat components or those with enclosed or semi-enclosed cavities due to the use of unbound dry sand for mold compaction. As a practitioner in gray iron casting, I have faced significant challenges in producing large gray iron flat parts, such as furnace baffle plates, where collapse defects resulted in成品 rates below 70%. Through systematic analysis and improvements in the gating system, internal vacuum levels, and coating strength, we successfully mitigated these defects, enhancing the reliability of gray iron casting processes for industrial applications.
The lost foam casting method involves creating a foam pattern that vaporizes upon contact with molten metal, leaving a precise cavity for the gray iron to fill. However, the absence of binders in the sand makes the mold vulnerable to collapse, especially under the rapid gas generation and thermal stresses during pouring. Gray iron, with its excellent fluidity and machinability, is commonly used for such components, but its production in large flat forms like baffle plates demands careful工艺 control. In this article, I will share our firsthand experience in addressing pouring collapse in gray iron large flat castings, incorporating theoretical calculations, empirical data, and practical modifications. We will explore how adjustments to gating design, vacuum distribution, and coating formulations can stabilize the process, ensuring high-quality gray iron castings with minimal defects.

Gray iron casting for large flat parts, such as those used in industrial furnace applications, presents unique challenges due to the material’s properties and the geometry of the components. Gray iron, primarily composed of flake graphite in a ferrous matrix, offers good vibration damping and thermal conductivity, but its production in thin, extensive sections can lead to issues like warping and collapse if not properly managed. In our case, we focused on components measuring up to 1626 mm × 1400 mm × 40 mm, with weights ranging from 240 kg to 380 kg, made of HT150 gray iron. The large surface area and minimal thickness increase the risk of mold instability during pouring, as the rapid vaporization of the foam pattern generates substantial gases that must be efficiently evacuated to prevent pressure imbalances.
To understand the root causes of pouring collapse in gray iron castings, we conducted a detailed analysis of the entire process, from pattern making to pouring and solidification. The initial setup involved EPS patterns with a density of 18 kg/m³, arranged in clusters of two with anti-deformation ribs and a gating system positioned on one side. However, this configuration led to frequent collapses, prompting us to investigate key factors such as gating system design, vacuum levels within the mold, and the mechanical strength of the coating. Through this, we identified that improper gating caused excessive flow rates, insufficient vacuum led to weak sand support, and inadequate coating strength failed to contain the molten gray iron effectively.
The gating system plays a critical role in controlling the flow of molten gray iron into the mold cavity. In lost foam casting, the gating must balance the need for rapid filling with the prevention of turbulent flow, which can exacerbate gas generation and collapse. Initially, our gating system featured a total ingate cross-sectional area of 15 cm², with each ingate at 7.5 cm², but theoretical calculations revealed that this was oversized for the gray iron casting requirements. Using the standard formula for ingate area determination:
$$A = \frac{G}{0.17 \times t \times \sqrt{H_p}}$$
where \(A\) is the total ingate cross-sectional area in cm², \(G\) is the mass of the gray iron casting in kg (e.g., 380 kg for our components), \(t\) is the pouring time in seconds, and \(H_p\) is the effective metal head height in cm (calculated as half the casting height, approximately 90 cm). The pouring time \(t\) can be derived from \(t = s \times \sqrt{G}\), with \(s\) as a coefficient typically set to 1.7 for gray iron castings. Thus:
$$t = 1.7 \times \sqrt{380} \approx 33.14 \text{ seconds}$$
Substituting into the formula:
$$A = \frac{380}{0.17 \times 33.14 \times \sqrt{90}} \approx 7.11 \text{ cm}^2$$
Accounting for the 20% increase recommended in lost foam casting for gray iron due to foam decomposition effects, the adjusted area becomes:
$$A = 7.11 \times 1.2 \approx 8.5 \text{ cm}^2 \approx 9 \text{ cm}^2$$
This indicated that each ingate should have an area of approximately 4.5 cm², compared to the original 7.5 cm². The oversized ingates resulted in higher flow velocities, causing rapid foam vaporization and gas buildup that overwhelmed the vacuum system, leading to collapse in gray iron large flat castings. Additionally, the original stepped gating arrangement caused “flash flow,” where metal entered from upper ingates first, creating instability.
To address this, we redesigned the gating system to reduce the total ingate area to 9 cm², with each ingate sized at 10 mm × 45 mm (4.5 cm²). We also modified the orientation: the lower ingate remained vertical, while the upper one was angled at 45 degrees upward. This promoted a bottom-up filling sequence, minimizing turbulence and ensuring a more stable flow of molten gray iron into the mold cavity. The revised design helped control gas evolution and reduced the risk of局部塌箱 in gray iron castings.
Another crucial factor in preventing collapse in gray iron casting is the internal vacuum level within the mold. The vacuum serves to compact the dry sand and evacuate gases from foam decomposition, but inadequate distribution can create weak spots. Initially, we used a single movable pipe with a diameter of 60 mm between pattern clusters, but measurements showed that the internal vacuum ranged from -0.045 MPa to -0.035 MPa, significantly lower than the target -0.06 MPa at the main gauge. This discrepancy arose from obstructions in the vacuum ports and the limited coverage of the pipe system, which failed to maintain uniform pressure across the large flat areas of the gray iron castings.
We improved this by implementing a dual-pipe arrangement between pattern clusters, as illustrated in the modified setup. This enhanced the vacuum distribution, bringing the internal levels closer to the main gauge reading of -0.06 MPa to -0.05 MPa during pouring. The increased vacuum strength better stabilized the sand, reducing the likelihood of collapse. Additionally, we ensured that the vacuum holes in the flask were clear of blockages, optimizing gas evacuation for the gray iron casting process. The relationship between vacuum pressure and sand stability can be expressed through the following empirical formula for critical vacuum \(P_c\) required to prevent collapse in gray iron castings:
$$P_c = \frac{\rho_s \cdot g \cdot h}{A_v}$$
where \(\rho_s\) is the sand density (approximately 1600 kg/m³ for dry sand), \(g\) is gravity (9.8 m/s²), \(h\) is the sand height in meters, and \(A_v\) is the effective vacuum area ratio. For our setup, with a sand height of 1.1 m, the calculated \(P_c\) was around -0.055 MPa, aligning with our improved vacuum levels.
The coating applied to the foam pattern is essential for providing a barrier between the molten gray iron and the sand, and its strength directly influences mold integrity. Originally, our coating consisted of a mix of high-alumina bauxite and Guilin #5 sand in a 10:1 ratio by mass, with a thickness of 2.0–2.5 mm. However, after drying for three days, the coating felt soft and prone to failure, contributing to collapse incidents in gray iron castings. We enhanced the coating by increasing the thickness to 2.5–3.0 mm and adjusting the ratio to 10:1.1, adding more binder to improve adhesion and mechanical strength. This reinforcement helped the coating withstand the thermal and mechanical stresses during pouring, reducing the risk of溃散 in gray iron large flat parts.
To quantify the improvements, we conducted trials and documented the results in a comparative table. The table below summarizes the key parameters before and after the modifications for gray iron casting production:
| Parameter | Original Process | Improved Process |
|---|---|---|
| Total Ingate Area (cm²) | 15 | 9 |
| Ingate Dimensions (mm) | 15 × 50 | 10 × 45 |
| Pouring Time (s) | 28 | 33–35 |
| Internal Vacuum (MPa) | -0.035 to -0.045 | -0.05 to -0.06 |
| Coating Thickness (mm) | 2.0–2.5 | 2.5–3.0 |
| Coating Binder Ratio | 10:1 | 10:1.1 |
| Collapse Rate (%) | ~30 | ~0 |
As shown, the improvements led to a significant reduction in collapse defects, with pouring times aligning better with theoretical calculations for gray iron castings. The stabilized vacuum and enhanced coating contributed to a more robust mold environment, essential for producing high-integrity gray iron large flat components.
In addition to these changes, we optimized the pouring temperature and sequence for gray iron casting. The original pouring temperature was 1360°C, but we maintained this while ensuring a slower, more controlled pour to match the revised gating design. We also extended the pressure holding time after pouring to 8 minutes, allowing the gray iron to solidify fully before releasing the vacuum. This comprehensive approach addressed multiple facets of the collapse phenomenon, demonstrating the importance of an integrated strategy in lost foam casting for gray iron.
The success of these modifications highlights the value of combining theoretical analysis with practical adjustments in gray iron casting. For instance, the formula for ingate area not only guided our redesign but also emphasized the need for precision in gating calculations to avoid common pitfalls in gray iron production. Similarly, vacuum optimization involved not just equipment changes but also regular maintenance to ensure consistent performance. Through these efforts, we achieved a成品 rate exceeding 95% for gray iron large flat castings, underscoring the effectiveness of the improvements.
In conclusion, pouring collapse in lost foam casting of gray iron large flat parts is a multifaceted issue that requires careful attention to gating design, vacuum management, and coating strength. Our experience shows that by applying theoretical formulas, such as those for ingate area and vacuum critical pressure, and implementing practical enhancements like angled gating and dual-pipe vacuum systems, it is possible to overcome these challenges. Gray iron casting, with its unique properties, benefits from such tailored approaches, ensuring reliable production of components like furnace baffle plates. Future work could explore advanced materials or automated monitoring to further optimize the process for gray iron applications, but the core principles remain rooted in balanced design and rigorous process control. This case study serves as a testament to the iterative nature of improvement in gray iron casting, where each adjustment builds towards more efficient and defect-free manufacturing.
Ultimately, the lessons learned from addressing collapse defects in gray iron castings can be extended to other materials and geometries, but the focus on gray iron-specific characteristics—such as its graphite structure and thermal behavior—was crucial to our success. By sharing these insights, we hope to contribute to the broader knowledge base on lost foam casting for gray iron, promoting best practices that enhance quality and productivity in the foundry industry. The journey from high defect rates to near-zero collapses in gray iron large flat castings exemplifies how systematic problem-solving can transform challenging production scenarios into success stories.
