Abstract
This article comprehensively examines the nitrogen porosity defects commonly encountered in grey cast iron products manufactured using the sand-lined metal mold casting process. Through a detailed investigation of the defect formation mechanism, this study identifies key factors contributing to nitrogen porosity, including the raw materials used, casting process parameters, and casting system design. To mitigate these defects, a series of corrective measures are proposed and implemented, including optimizing raw material composition, improving the casting process, and modifying the casting system. The effectiveness of these measures is demonstrated through a successful continuous production run of over 100,000 defect-free products. This study highlights the importance of a thorough understanding of defect formation mechanisms and the application of appropriate corrective actions to achieve high-quality castings.

Introduction
Grey cast iron, known for its excellent castability, machinability, wear resistance, and damping capacity, is widely used in various industrial applications such as automotive parts, machine components, and pipes. Among various casting processes, the sand-lined metal mold casting method has gained popularity due to its ability to produce castings with dense microstructures, high mechanical properties, and excellent dimensional accuracy. However, nitrogen porosity defects, manifested as small pores or voids containing nitrogen gas, remain a significant challenge in this process. These defects can compromise the integrity and performance of castings, leading to premature failure and reduced service life.
This article aims to provide a comprehensive analysis of nitrogen porosity defects in grey cast iron produced by sand-lined metal mold casting. By investigating the defect formation mechanism and identifying the underlying causes, this study proposes and evaluates corrective measures aimed at eliminating these defects. The effectiveness of these measures is verified through practical applications, demonstrating their potential to significantly improve casting quality.
1. Casting Process Overview
The sand-lined metal mold casting process combines the advantages of sand casting and permanent mold casting. In this process, a thin layer of sand is applied to the surface of a metal mold, creating a hybrid mold system that combines the excellent heat dissipation properties of metal molds with the dimensional stability and cost-effectiveness of sand molds. The process involves several key steps, including mold preparation, melting and pouring, and cooling and ejection.
1.1 Mold Preparation
- Sand Preparation: A mixture of new and recycled sand is prepared, typically consisting of high-quality quartz sand bonded with a suitable resin system. The sand mixture is then compacted onto the metal mold surface to form the sand lining.
- Mold Assembly: The metal mold and sand lining are assembled, ensuring proper alignment and sealing to prevent metal penetration and leakage during pouring.
1.2 Melting and Pouring
- Melting: The iron is melted in a furnace, typically using a combination of virgin iron, scrap iron, and alloying elements. Molten iron is maintained at a suitable pouring temperature to ensure good fluidity and minimize oxidation.
- Pouring: The molten iron is poured into the mold through a pre-designed gating system, filling the mold cavity and solidifying to form the casting.
1.3 Cooling and Ejection
- Cooling: The mold is allowed to cool naturally or with the aid of cooling systems to facilitate solidification and dimensional stability.
- Ejection: Once the casting has cooled sufficiently, it is ejected from the mold and prepared for further processing or inspection.
2. Nitrogen Porosity Defects in Grey Cast Iron
Nitrogen porosity defects in grey cast iron are characterized by small pores or voids containing nitrogen gas, which can severely impact the mechanical properties and performance of castings. These defects typically appear as circular or elongated holes on the casting surface or within the casting matrix.
2.1 Defect Characteristics
- Appearance: Nitrogen porosity defects are often visible as white or gray spots on the casting surface, which may become more pronounced during machining or finishing operations.
- Location: Defects can occur throughout the casting, but they are more common in areas with thicker sections or complex geometries where cooling rates are slower.
- Impact: Nitrogen porosity can lead to reduced strength, ductility, and fatigue resistance, as well as increased susceptibility to corrosion and environmental attack.
2.2 Formation Mechanism
Nitrogen porosity defects in grey cast iron are primarily caused by the precipitation of nitrogen gas during solidification. Nitrogen, which is dissolved in the molten iron, becomes supersaturated as the iron cools and solidifies. When the solubility limit is exceeded, nitrogen gas precipitates and forms pores within the casting matrix.
3. Investigation of Nitrogen Porosity Defects
To understand and mitigate nitrogen porosity defects in grey cast iron produced by sand-lined metal mold casting, a comprehensive investigation was conducted involving material analysis, process evaluation, and casting system assessment.
3.1 Material Analysis
Material analysis focused on identifying the sources of nitrogen in the casting process and quantifying their contribution to nitrogen porosity.
3.1.1 Raw Materials
The primary sources of nitrogen in grey cast iron include scrap iron, alloying elements, and the sand mixture used in the sand lining.
- Scrap Iron: Scrap iron, particularly high-nitrogen steels, can introduce significant amounts of nitrogen into the melt.
- Alloying Elements: Certain alloying elements, such as manganese and silicon, can also contribute to nitrogen levels in the melt.
- Sand Mixture: The sand mixture used in the sand lining may contain nitrogen-bearing compounds, particularly if recycled sand is used.
3.1.2 Nitrogen Content Measurement
To quantify the nitrogen content in the melt and sand mixture, samples were collected and analyzed using energy-dispersive spectroscopy (EDS) and other analytical techniques.
3.2 Process Evaluation
Process evaluation focused on identifying factors that influence the solubility and precipitation of nitrogen in the melt during solidification.
3.2.1 Melting and Pouring Parameters
Melting and pouring parameters, such as melting temperature, pouring temperature, and pouring rate, can significantly impact nitrogen solubility and precipitation. Higher melting and pouring temperatures can increase nitrogen solubility but may also promote gas entrainment during pouring.
3.2.2 Cooling Conditions
Cooling conditions during solidification play a crucial role in nitrogen precipitation. Rapid cooling rates can limit nitrogen diffusion and precipitation, while slower cooling rates can increase the risk of nitrogen porosity.
3.3 Casting System Assessment
The casting system, including the gating system and venting arrangements, was assessed to identify potential areas for improvement in terms of gas entrapment and escape.
3.3.1 Gating System Design
The gating system design was evaluated to ensure smooth and efficient metal flow during pouring, minimizing turbulence and gas entrainment.
3.3.2 Venting Arrangements
Venting arrangements were reviewed to ensure adequate gas escape during pouring and solidification, reducing the risk of gas entrapment and porosity formation.
4. Corrective Measures
Based on the findings of the investigation, a series of corrective measures were proposed and implemented to mitigate nitrogen porosity defects in grey cast iron produced by sand-lined metal mold casting.
4.1 Raw Material Optimization
To reduce nitrogen levels in the melt, the following corrective measures were taken:
- Scrap Iron Selection: High-nitrogen steels were excluded from the scrap iron mix, and low-nitrogen scrap iron sources were prioritized.
- Alloying Element Control: The use of nitrogen-bearing alloying elements was minimized, and their addition was carefully controlled to maintain desired mechanical properties while minimizing nitrogen levels.
- Sand Mixture Optimization: The sand mixture was optimized by increasing the proportion of new sand and reducing the use of recycled sand, particularly from high-nitrogen sources.
4.2 Process Improvement
Process improvements focused on optimizing melting and pouring parameters and improving cooling conditions to reduce nitrogen precipitation.
- Melting and Pouring Parameters Optimization: Melting and pouring temperatures were adjusted to maintain optimal nitrogen solubility while minimizing gas entrainment. Pouring rates were controlled to ensure smooth and laminar metal flow.
- Cooling Conditions Optimization: Cooling rates were adjusted to balance the need for dimensional stability and the risk of nitrogen porosity. Additional cooling measures, such as water sprays or chillers, were implemented where necessary.
4.3 Casting System Modification
Modifications to the casting system focused on improving gating system design and venting arrangements to facilitate gas escape and reduce entrapment.
- Gating System Redesign: The gating system was redesigned to ensure smooth and efficient metal flow, minimizing turbulence and gas entrainment. Larger runner sizes and optimized runner configurations were adopted.
- Improved Venting Arrangements: Venting channels were increased in size and number, and strategically placed to facilitate gas escape during pouring and solidification. Additional vents were added to critical areas prone to gas entrapment.
5. Results and Discussion
The corrective measures implemented as part of this study led to a significant reduction in nitrogen porosity defects in grey cast iron produced by sand-lined metal mold casting.
5.1 Defect Reduction
After implementing the corrective measures, continuous production runs of over 100,000 castings were conducted without any reported nitrogen porosity defects. This achievement demonstrates the effectiveness of the proposed corrective actions in mitigating nitrogen porosity defects.
5.2 Quality Improvement
In addition to defect reduction, the corrective measures also led to overall quality improvement in the castings. Improved mechanical properties, such as increased strength and ductility, were observed. Furthermore, dimensional stability and surface finish were also enhanced, leading to improved customer satisfaction and reduced rework rates.
5.3 Process Optimization
The study highlights the importance of a comprehensive approach to defect mitigation, involving material optimization, process improvement, and casting system modification. By addressing all aspects of the casting process, significant improvements in casting quality can be achieved.
6. Conclusion
Nitrogen porosity defects in grey cast iron produced by sand-lined metal mold casting can significantly impact casting quality and performance. Through a comprehensive investigation of defect formation mechanisms and identification of underlying causes, a series of corrective measures were proposed and implemented to mitigate these defects. The measures included raw material optimization, process improvement, and casting system modification.
The results demonstrate the effectiveness of these measures in significantly reducing nitrogen porosity defects and improving overall casting quality. By addressing all aspects of the casting process, high-quality grey cast iron products can be consistently produced using the sand-lined metal mold casting method.