In the field of advanced casting processes, lost foam casting (LFC) and expendable pattern casting (EPC) have emerged as critical techniques for producing complex and large-scale components. Our research focuses on the application of lost foam casting to manufacture large ductile iron die plate castings, which are essential in模具 systems for adapting to various press bed heights. The unique structural characteristics of these plates, combined with the inherent challenges of lost foam casting, such as shrinkage porosity, deformation, and carbon fold defects, necessitate precise control over process parameters. This article details our first-person exploration and development of a comprehensive lost foam casting methodology, emphasizing浇注 system design, temperature optimization, venting mechanisms, and feeding strategies to achieve high-quality castings that meet stringent customer requirements for internal soundness and surface finish.
The die plate castings studied here are典型 examples of large, thin-walled structures made from QT600-3 ductile iron. Key specifications include dimensions of approximately 4800 mm × 2900 mm × 200 mm, a net weight of 7.88 tons, and a primary wall thickness of 40 mm. Customer demands mandate defect-free surfaces, especially in safety-critical areas, with dimensional tolerances as tight as ±1 mm in specific zones. Historically, the yield rate for such components in the lost foam casting industry has been around 50%, primarily due to issues like distortion, slag inclusion, and shrinkage. Our objective was to elevate this yield by systematically addressing these risks through optimized EPC practices.
| Parameter | Value |
|---|---|
| Model Dimensions (mm) | 4800 × 2900 × 200 |
| Model Weight (kg) | 19.7 |
| Casting Net Weight (t) | 7.88 |
| Primary Wall Thickness (mm) | 40 |
| Material | QT600-3 |
| Required Surface Roughness (μm) | 50–100 |
Risk analysis for these castings in lost foam casting processes identified several critical challenges. First, the large surface area and thin walls generate significant lifting forces during pouring, leading to potential deformation and dimensional inaccuracies. Second, achieving a high-quality surface requires rapid mold filling, but this increases the risk of slag entrapment, where carbonaceous residues from pattern vaporization become trapped, resulting in subsurface defects. Third, thickened sections, such as T-slot areas and lifting lug regions, are prone to shrinkage porosity due to thermal accumulation. The lifting lugs, located at the farthest points of iron flow, are particularly vulnerable to carbon folds and shrinkage, exacerbated by narrow venting paths. To mitigate these, we developed a multi-faceted approach centered on lost foam casting principles.
Our工艺 design began with the pattern allowance strategy. Based on previous experience with lost foam casting of similar large plates, turbulent flow near the gates can entrain vaporization residues to depths of 15–18 mm. To ensure defect-free machining, we set a machining allowance of 25 mm on the parting surface and 10 mm on other areas. This compensates for potential carbon slag defects and aligns with EPC best practices for maintaining dimensional integrity.
Control of pouring time is crucial in lost foam casting to balance mold filling and gas evolution. The total casting height of 200 mm dictated an optimal pouring speed of 80–90 mm/s. Pouring time (t_p) can be estimated using the formula: $$ t_p = \frac{V_c}{A_g \cdot v_f} $$ where V_c is the casting volume, A_g is the total gating area, and v_f is the flow velocity. For our casting, with a weight of 7.88 tons and density of ductile iron approximately 7.1 g/cm³, the volume V_c ≈ 1.11 m³. Assuming a gating ratio of 1:1:1.02, we calculated a pouring time of 80–90 seconds to prevent defects like cold shuts or excessive carbon folds.
| Component | Specification | Total Area (mm²) |
|---|---|---|
| Pouring Cup | 750 mm × 720 mm × 400 mm | — |
| Sprue (8 channels) | Ø70 mm paper tubes | 30772 |
| Runner (8 channels) | Ø70 mm paper tubes | 30772 |
| Ingate (16 channels) | Ø50 mm paper tubes | 33140 |
| Gating Ratio (Sprue:Runner:Ingate) | 1:1:1.02 | — |
The gating system was designed to facilitate uniform flow in this lost foam casting application. We employed a multi-channel setup with paper tubes to minimize turbulence. The relationship between gating areas and flow stability can be expressed as: $$ \Sigma F_{\text{sprue}} : \Sigma F_{\text{runner}} : \Sigma F_{\text{ingate}} = 1 : 1 : k $$ where k is a factor slightly above 1 to ensure smooth transition. Our ratio of 1:1:1.02 achieved this, reducing slag entrapment risks. The pouring cup dimensions were optimized to maintain a consistent metal head, enhancing mold filling in EPC processes.
Venting is a critical aspect of lost foam casting to manage gas pressure and prevent defects. We implemented an open venting strategy with four exhaust pipes at the casting edges to release gases rapidly and reduce internal pressure. This approach minimizes turbulence-induced slag inclusion and counteracts lifting forces that cause deformation. Additionally, venting risers were placed at rib intersections and connected via foam strips to ensure uniform pressure release across the mold cavity. The effectiveness of this system in EPC can be modeled using the ideal gas law: $$ P V = n R T $$ where P is pressure, V is volume, n is moles of gas, R is the gas constant, and T is temperature. By increasing venting points, we reduced P, facilitating better pattern vaporization and residue expulsion.

Handling of lifting lug areas required innovative solutions in lost foam casting. These regions, being thick and remote, are hotspots for carbon folds and shrinkage. We inserted precision-fit paper tubes into the lug holes, filled with compacted sand, to create a sacrificial layer. Upon contact with molten iron, these tubes form a detachable shell, allowing residues to be carried away from critical surfaces. This EPC technique significantly improved surface quality, achieving roughness values of 50 μm in safety zones. The thermal dynamics can be described by the heat transfer equation: $$ \frac{\partial T}{\partial t} = \alpha \nabla^2 T $$ where α is thermal diffusivity. By using inserts, we altered the local thermal profile, reducing defect formation.
Pouring temperature selection was systematically tested to optimize surface quality in lost foam casting. Initial trials at 1390–1410°C resulted in severe carbon folds, prompting a reevaluation. We conducted experiments with identical castings under varying temperatures, as summarized in Table 3. The results indicated that temperatures of 1430–1440°C yielded the best surface finish, free from folds and with minimal slag. The relationship between pouring temperature (T_p) and defect incidence can be approximated by an empirical formula: $$ D = A e^{-B T_p} + C $$ where D is defect density, and A, B, C are constants derived from experimental data. Higher temperatures improve fluidity and pattern vaporization, but must be balanced against increased shrinkage risks in EPC.
| Control Parameter | Casting 1 | Casting 2 | Casting 3 | Casting 4 |
|---|---|---|---|---|
| Temperature Range (°C) | 1390–1410 | 1410–1420 | 1420–1430 | 1430–1440 |
| Actual Pouring Temperature (°C) | 1403 | 1417 | 1422 | 1433 |
| Surface Quality Assessment | NG | NG | NG | OK |
Feeding and cooling strategies were essential to address shrinkage porosity in lost foam casting. CAE simulations identified critical zones like T-slots and lug junctions as shrinkage-prone. To leverage the graphite expansion in ductile iron, we enhanced mold strength by increasing resin content in the sand mix, raising the 4-hour tensile strength from 0.4–0.6 MPa to 0.5–0.7 MPa. This reduces mold yield, allowing better utilization of self-feeding via graphite precipitation. The volume change during solidification can be modeled as: $$ \Delta V = V_0 (\beta_g – \alpha_s \Delta T) $$ where V_0 is initial volume, β_g is graphite expansion coefficient, α_s is solid contraction coefficient, and ΔT is temperature drop. Additionally, external chillers were applied to hot spots: sand-coated chills on T-slot faces and top chills on lug areas. These measures accelerated cooling, eliminating shrinkage defects as confirmed post-machining.
The integration of these parameters in lost foam casting yielded significant improvements. By optimizing pouring speed and temperature, along with open venting, we resolved issues of surface folds and mold lifting deformation. The use of specialized inserts and chills in EPC processes enhanced surface finish and internal soundness. Post-casting inspections revealed no shrinkage or slag defects, with dimensional accuracies within specified tolerances. The successful application of this methodology demonstrates the potential of lost foam casting for large, high-integrity components, providing a reliable framework for similar future projects.
In conclusion, our development of large ductile iron die plate castings using lost foam casting has established a robust工艺 standard. Key factors such as controlled pouring times, elevated temperatures, strategic venting, and targeted cooling effectively mitigated common defects. The emphasis on EPC techniques, including pattern allowance design and mold strength adjustment, ensured consistent quality. This approach not only meets current industrial demands but also sets a precedent for advancing lost foam casting technologies in heavy-section casting applications. Future work could focus on refining these parameters through computational modeling and real-time monitoring to further enhance the efficiency and reliability of lost foam casting processes.
