This study addresses dimensional instability and low cleaning efficiency in complex aluminum alloy stator castings for hydraulic torque converters. The initial group-core parting technique produced inconsistent blade profiles and extensive flash requiring 40 minutes per unit for removal. The stator features 17 highly twisted blades (0.5-12mm thickness) connecting inner (Ø122mm) and outer (Ø274mm) rings, with flow path profile tolerance demanding ±0.5mm accuracy. Fluid dynamics governing torque conversion rely on precise blade geometry:
$$F = \rho Q (v_2 – v_1)$$
$$\tau = r \times F$$
where \( \rho \) = fluid density, \( Q \) = flow rate, \( v \) = velocity vectors, and \( r \) = moment arm. Our improved casting process eliminates dimensional variations by implementing monolithic core design.
Initial Casting Process Limitations
The segmented core approach generated cumulative errors from 17 individual blade cores. Aluminum infiltration into core-joining gaps created problematic flash in confined spaces. Statistical analysis revealed:
| Parameter | Group-Core Process | Acceptance Threshold |
|---|---|---|
| Profile compliance rate | <40% | >95% |
| Cleaning time (min) | 40 | 10 |
| Dimensional CV (%) | 12.8 | <5 |
Thermal expansion differences between core segments exacerbated dimensional errors during pouring:
$$\Delta L = L_0 \alpha \Delta T$$
where \( \alpha \) = thermal expansion coefficient, \( \Delta T \) = temperature gradient. The casting process required fundamental redesign to achieve hydraulic performance specifications.

Monolithic Core Casting Process Innovation
We developed a curved-path extraction solution using 17 CNC-machined steel loose patterns. Key innovations included:
- Non-linear extraction sequencing with progressive draft angles
- Precision alignment ring (Ø274±0.02mm) for pattern positioning
- 17 hydraulic actuators providing 25kN clamping force during core shooting
The core production sequence follows:
$$t_{cycle} = t_{loading} + t_{shooting} + t_{curing} + \sum_{i=1}^{17} t_{extraction_i}$$
where extraction times decrease geometrically (\( t_{extraction_i} = k \cdot r^{i-1} \)) due to increasing clearance. The casting process parameters were optimized through DOE:
| Parameter | Value | Influence on Dimensional Stability |
|---|---|---|
| Pouring temperature | 715±5°C | ↓ Thermal gradient |
| Pressure curve | 0.3bar/s ramp | ↑ Flow front stability |
| Sand density | 1.72g/cm³ | ↑ Pattern replication |
Performance Validation
The monolithic casting process achieved breakthrough results:
$$\sigma_{profile} = 0.18mm \quad (vs. \ 0.82mm \ previously)$$
Cleaning time decreased 87.5% due to elimination of inter-core gaps. The improved casting process yielded:
- Profile compliance: 97.3% (±0.35mm average deviation)
- Cleaning time: 5 minutes (no flash at blade roots)
- CV reduction: 3.2% (from 12.8%)
Torque conversion efficiency increased 11% in dynamometer testing due to optimized flow kinematics. The casting process innovation enables mass production of high-precision stators meeting stringent hydraulic performance requirements.
