Modeling Fluid Turbulence During Mold Filling

In modern foundry engineering, controlling fluid turbulence during mold filling is critical to producing defect-free castings. PoligonCast leverages advanced simulation to predict, analyze, and optimize metal flow — transforming how manufacturers approach casting quality.

Modeling Fluid Turbulence During Mold Filling
Flow Control

Why Turbulence Matters

Casting Integrity

High-Velocity Metal Flow Can Create Critical Defects

When molten metal enters a mold at excessive velocity, turbulent flow disrupts stable filling behavior. The result is increased defect formation, reduced casting quality, and higher scrap rates throughout production.

01

Oxide Inclusions

Turbulent metal flow folds surface oxides into the melt, trapping inclusions inside the casting and weakening overall mechanical performance.

02

Porosity

Air becomes trapped within the molten metal during turbulent filling, creating internal voids that reduce strength and reliability.

03

Cold Shuts

Chaotic flow patterns can cause metal streams to cool before properly fusing together, leaving weak interfaces and incomplete bonding.

Mold Filling Physics

The Physics of Mold Filling

1

Ingate Entry

High-velocity metal jet enters mold.

2

Cavity Filling

Flow patterns and vortices develop.

3

Solidification Front

Turbulence dampens as metal cools.

Accurate Turbulence Modeling

Requires solving the Navier-Stokes equations coupled with turbulence models such as k-ε and k-ω SST — capturing velocity gradients, pressure fluctuations, and free-surface behavior throughout the fill cycle.

Advanced Flow Simulation

Simulation Approaches at PoligonCast

1

CFD-Based Modeling

Computational Fluid Dynamics resolves turbulent eddies and free-surface dynamics with high fidelity, providing detailed insight into molten metal flow behavior.

2

Volume of Fluid (VOF)

Tracks the metal-air interface throughout mold filling to predict air entrainment, surface folding, and other flow-induced quality issues.

3

Turbulence Models

k-ε and k-ω SST turbulence models are calibrated for high-temperature metallic flows, enabling accurate prediction of turbulent behavior during casting.

Turbulence Control

Key Parameters in Turbulence Control

Effective turbulence suppression requires simultaneous optimization of multiple interdependent variables. PoligonCast's simulation platform evaluates all parameters in a unified digital environment — enabling engineers to identify the optimal filling strategy before any metal is poured.

Gate Velocity

A 10% reduction in gate velocity can reduce oxide entrapment by up to 40% in aluminum castings.

Flow Control

Mold Geometry

Optimized gating and riser design reduces turbulence and ensures smooth cavity filling.

Design

Thermal Gradients

Controlled cooling rates minimize turbulence persistence and improve solidification uniformity.

Cooling

Simulation-Driven Results

From Simulation to Superior Castings

Step 01

Virtual Validation

Identify turbulence hotspots and redesign gating systems digitally—eliminating costly trial pours before production begins.

Step 02

Gating Optimization

Simulation-driven runner and ingate redesign reduces turbulence at the source, improving mold filling behavior.

Step 03

Defect Reduction

Validated simulation workflows consistently lower scrap rates while improving mechanical properties and casting quality.

PoligonCast Partnership

Partner with PoligonCast

Mastering fluid turbulence during mold filling is no longer guesswork — it is a precise, simulation-driven science. PoligonCast combines deep foundry expertise with cutting-edge CFD tools to help manufacturers eliminate defects, reduce scrap, and accelerate time-to-quality.

Advanced Simulation

CFD & VOF modeling for every alloy and process.

Process Optimization

Gating, runner, and pour parameter engineering.

Proven Results

Measurable defect reduction across industries.

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