Analysis and Improvement of Slag Inclusion Defects in Thick-Section Machine Tool Pallet Castings

This paper presents systematic solutions for resolving surface slag inclusion defects in heavy-section machine tool pallet castings through process optimization and material selection. The study focuses on HT300 gray iron components with dimensions 800×800×200 mm, weighing 700 kg, requiring defect-free machined surfaces.

1. Defect Formation Mechanism

The primary casting defect manifests as surface slag inclusions containing complex oxides and sulfides. Chemical analysis reveals typical composition:

Element Ba Ca S FeO
Content (wt%) 12.4 8.7 5.3 Balance

The defect formation follows these chemical reactions during solidification:

$$ \text{FeS} + \text{O}_2 \rightarrow \text{FeO} + \text{S} $$
$$ \text{Ba} + \frac{1}{2}\text{O}_2 \rightarrow \text{BaO} $$
$$ \text{Ca} + \frac{1}{2}\text{O}_2 \rightarrow \text{CaO} $$

2. Process Optimization Strategy

Key improvements implemented to mitigate casting defects include:

2.1 Gating System Redesign

Modified from semi-closed to open system with optimized parameters:

Parameter Original Optimized
Gating Ratio (I:R:C) 1:1.8:1.2 1:0.75:0.47
Ingate Dimensions (mm) 60×7×6 100×10×6
Flow Velocity (m/s) 2.8 1.2

2.2 Coating System Enhancement

Implemented anti-sulfur penetration coating with improved thermal resistance:

$$ \text{Coating Effectiveness} = \frac{\text{SiO}_2}{\text{Al}_2\text{O}_3} \times \sqrt{\frac{T_{\text{max}}}{1000}} $$

Where \( T_{\text{max}} \) represents maximum mold-metal interface temperature (K).

3. Numerical Simulation Verification

AnyCasting analysis demonstrated significant improvement in flow stability:

Parameter Original Optimized
Turbulence Energy (J) 48.7 12.3
Oxide Formation Index 0.82 0.31
Slag Particle Size (μm) 120-250 50-80

4. Production Validation

Implementation results showed remarkable casting defect reduction:

Batch Defect Rate Surface Quality (Ra, μm) Yield Improvement
Initial 23.4% 12.5
Optimized 4.7% 6.8 18.9%

The optimized process achieved 79.9% reduction in casting defects while maintaining mechanical properties:

$$ \sigma_b = 320 \pm 15 \text{ MPa} $$
$$ \text{Hardness} = 210 \pm 10 \text{ HB} $$

5. Technical Conclusions

Critical factors in controlling casting defects include:

  1. Gating system design controlling metal velocity below 1.5 m/s
  2. Coating selection with sulfur diffusion coefficient < 10-8 m2/s
  3. Mold sand sulfur content control < 0.15 wt%
  4. Inoculation modification from Si-Ca-Ba to Fe-Si alloys

This comprehensive approach demonstrates effective casting defect mitigation through systematic process optimization and material engineering, providing valuable guidance for similar heavy-section casting applications.

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