Common assumptions made in Injection molding simulator

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  • Jul 2025, 08:58 AM

Common assumptions made in Injection molding simulator

1. Material Behaviour Assumptions

Viscosity Models: Assumes polymer melt follows a specific viscosity model (e.g., Cross, Carreau-Yasuda, or Power Law).

Viscosity Models Used in Moldex3D

1. Cross Model

📘 Equation:

η=η01+(λγ˙)n\eta = \frac{\eta_0}{1 + (\lambda \dot{\gamma})^n}η=1+(λγ˙​)nη0​​

η: Viscosity

η₀: Zero-shear viscosity

λ: Time constant

𝛾̇: Shear rate

n: Power index

Use: General-purpose for shear-thinning materials
📌 Notes: Good balance between accuracy and stability

2. Cross–WLF Model

📘 A temperature-dependent extension of the Cross model.

η0(T)=D1⋅exp⁡(−D2(T−Tref)D3+(T−Tref))\eta_0(T) = D_1 \cdot \exp \left( \frac{-D_2 (T - T_{ref})}{D_3 + (T - T_{ref})} \right)η0​(T)=D1​⋅exp(D3​+(T−Tref​)−D2​(T−Tref​)​)

Use: High accuracy for thermoplastics
📌 Notes: Most commonly used in Moldex3D for real-world injection moulding because it considers both temperature and shear rate effects.

3. Carreau Model

📘 Equation:

η=η∞+(η0−η∞)[1+(λγ˙)2](n−1)/2\eta = \eta_{\infty} + (\eta_0 - \eta_{\infty}) \left[1 + (\lambda \dot{\gamma})^2 \right]^{(n - 1)/2}η=η∞​+(η0​−η∞​)[1+(λγ˙​)2](n−1)/2

Use: Suitable for a wide range of polymers with shear-thinning behaviour
📌 Notes: Includes η∞, the infinite shear viscosity.

4. Power-Law Model

📘 Equation:

η=K⋅γ˙n−1\eta = K \cdot \dot{\gamma}^{n - 1}η=K⋅γ˙​n−1

Use: Simple, but limited to certain shear rate ranges
📌 Notes: Often used in academic or idealised studies; lacks temperature dependency unless manually applied.

5. Modified Cross or Carreau–Yasuda Models

📘 These are enhancements to better fit complex material behaviour (especially fibre-filled polymers).

Use: Available when more detailed rheological data is supplied.

Data Input in Moldex3D

You can import material data from Moldex3D’s material database, which includes pre-calibrated viscosity models for many commercial polymers.

Or you can enter rheological test data (capillary rheometer results) and Moldex3D will curve-fit it to one of these models.

🧠 Why Viscosity Modelling Matters

Affects filling pressure, flow front behaviour, shear heating, weld lines, air traps, and warpage.

Critical for high-speed, thin-wall, multi-cavity, or complex flow moulding.

🟢 Summary Table:

ModelShear Rate DependentTemperature DependentRecommended For
Power-Law❌ (unless manual)Simple cases
CrossGeneral polymer melts
Cross-WLFMost thermoplastics
CarreauBroad range polymers
Carreau-WLFAdvanced materials

 

Isothermal or Non-Isothermal: Many analyses assume non-isothermal flow, but simpler models may use isothermal assumptions.

🔹 Isothermal Analysis

Definition: Assumes the entire mould and material remain at a constant temperature throughout the filling process.

Usage: A very simplified model, primarily for academic study or quick approximations.

Pros:

Faster computation time.

Easier to set up.

Cons:

Ignores the effect of heat transfer between the melt, mould, and environment.

Less accurate for real-world predictions.

Application: Rarely used in industry for injection moulding simulations.

🔸 Non-Isothermal Analysis

Definition: Considers temperature variations in the material and mould during the filling, packing, and cooling phases.

Usage: Standard practice in industrial mould flow simulations.

Pros:

More accurate representation of actual moulding conditions.

Accounts for viscosity changes due to temperature.

Captures temperature gradients, hot spots, and cooling performance.

Cons:

Requires more computational power.

Needs accurate thermal properties of the material and mould.

⚙️ Why It Matters

Viscosity is temperature-dependent: As the polymer cools, its viscosity increases, directly affecting flow behaviour.

Defect prediction: Warpage, weld lines, sink marks, and short shots are all influenced by temperature distribution.

Conclusion

Non-Isothermal analysis is the industry standard and essential for accurate and reliable mould flow simulation results.
Use Isothermal only for theoretical or fundamental feasibility checks.

No Degradation: Material is assumed not to degrade unless explicitly modelled.

Homogeneous Material: Filler or fibre distribution is often assumed to be uniform in simple models.

 

How Moldex3D Treats Homogeneous Materials in Different Analyses

 

1. Filling & Packing Analysis

Assumes constant material properties (from the selected material in the database).

No changes in material concentration unless it's a fibre-filled or multi-component model.

Viscosity, specific heat, and density are treated as uniform unless set to vary with shear or temperature (e.g., via Cross-WLF).

2. Cooling Analysis

Uses thermal properties like thermal conductivity and specific heat as uniform across the plastic part.

In standard homogeneous studies, no heat conductivity variation across the part.

3. Warpage Analysis

In isotropic homogeneous materials, shrinkage is calculated uniformly unless pressure/temperature history introduces localised differences.

For fibre-filled or anisotropic materials, warpage becomes more complex due to direction-dependent shrinkage.

⚙️ Advanced Options (Beyond Homogeneous)

 

Moldex3D can go beyond the homogeneous material assumption when needed:

🟠 Fibre-Filled Materials

Moldex3D uses a fibre orientation model (like Folgar–Tucker) to simulate how fibres align during flow.

The material becomes anisotropic (properties differ in different directions).

🟠 Multi-Component Materials (Co-injection, Insert Moulding)

Simulates material interface, core-skin separation, or overmolding, where different materials interact.

🟠 Thermosets & LSR

Cure kinetics or vulcanisation behaviour is modelled, introducing time- and temperature-based property transitions.

🧪 Material Data Input

When you assign a homogeneous material from the Moldex3D database:

The software uses the material’s default single-phase, isotropic behaviour unless additional fibre, filler, or phase behaviour is defined.

Properties include:

Shear-dependent viscosity

PVT (Pressure–Volume–Temperature)

Specific heat

Thermal conductivity

✅ Summary

AspectHomogeneous Material (Default)Non-Homogeneous (Advanced)
CompositionSingle, uniform materialMultiple materials or phases
PropertiesIsotropicAnisotropic (e.g., fiber-filled)
ApplicationsGeneral plastic partsAdvanced molding (fiber, co-injection)
Simulation SetupSimpleRequires additional material data or modeling options

 

Explanation:

Moldex3D is designed for real-world injection moulding simulation, so it automatically considers:

Temperature variations during filling, packing, cooling, and warpage phases.

Heat transfer between the melt, mould, and cooling channels.

Temperature-dependent viscosity, which is essential for accurate flow prediction.

 

🔬 Example in Moldex3D:

During the Filling Analysis, Moldex3D calculates how temperature affects polymer viscosity and flow.

In the Cooling Analysis, it simulates the performance of cooling lines and temperature drops across the mould.

In Warpage Analysis, it accounts for thermal shrinkage and residual stresses caused by temperature gradients.

🧊 Exception:

Moldex3D can run isothermal filling if the user deliberately sets the process that way (e.g., for simplified studies or academic purposes), but this is not the default or recommended for production-level analysis.

🟢 Bottom Line:

Moldex3D uses Non-Isothermal analysis by default, ensuring realistic and accurate simulation results for industrial applications.

🌡️ 2. Thermal Assumptions

Mould Temperature is Constant: In reality, it may fluctuate or have gradients.

No Heat Loss at Parting Line: Sometimes neglected to simplify.

Heaters/Cooling are Ideal: Simulated heaters or coolers may assume perfect efficiency.

💧 3. Flow Assumptions

Laminar Flow: Due to low Reynolds number, flow is assumed laminar (not turbulent).

Incompressible Flow: Polymer melt is treated as incompressible.

No Slip or Partial Slip: Wall slip behaviour is often assumed, depending on the material or mould surface.

🧱 4. Geometrical Assumptions

Ideal Mould Geometry: Perfectly meshed CAD models, ignoring manufacturing tolerances.

Uniform Wall Thickness: Some analyses may simplify geometry with uniform wall assumptions.

🏗️ 5. Boundary & Process Conditions

Constant Injection Pressure/Rate: Often idealised, actual machines vary.

Fixed Gate Location: Gate placement is assumed fixed, even though optimal gate location can vary.

Cycle Time Optimisation: Often assumes best-case cooling and ejection timings.

🧪 6. Material Data Assumptions

Library Data Accuracy: Depends on material supplier data; can differ from real-world behaviour.

Moisture Content Neglected: Material is assumed to be properly dried.

📊 7. Simplified Failure Predictions

Short Shot, Weld Line, Air Trap, Sink Mark: Results are based on approximations, not exact predictions.

Warpage & Shrinkage: Based on linear viscoelastic models and may not capture all stress relaxation effects.

⚠️ Note

These assumptions can lead to deviations between simulation and real moulding results. That’s why validating mould flow analysis with real-world trials or experimental correlation is crucial.

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