Fused Deposition Modelling Simulation in 3DEXPERIENCE SIMULIA Additive Manufacturing Scenario Creation - Virtual Twinning

Introduction

Fused Deposition Modeling (FDM) has moved far beyond hobbyist applications, becoming a viable method for producing functional prototypes, tooling, and even end-use parts. However, this transition exposes its inherent challenges: warping, residual stress, and anisotropic behavior. Trial-and-error printing is simply not scalable or economical in an industrial setting.

This is the precise problem the Virtual Twin concept, powered by the 3DEXPERIENCE platform, aims to solve. It is about creating a high-fidelity, predictive digital counterpart of not just the final part, but of the entire manufacturing process.

When you create an "Additive Manufacturing Scenario" for FDM on the 3DEXPERIENCE platform, you are doing far more than just slicing a CAD model. You are defining the physics for a complex simulation. And deep under the hood, the engine driving this virtual twin is the robust ABAQUS solver.

 

The Challenge: Simulating a Process, Not Just a Part
 

 

 

A simple structural analysis might ask, "Will this finished part break under load?"

An FDM process simulation asks a much more complex series of questions:

What is the temperature of the 57th layer, 10th raster line, 32 seconds into the print?

As that line cools, how much does it contract and pull on the layers below it?

What is the cumulative stress state of the part when the 800th layer is deposited, and how does that influence the final, room-temperature shape?

To answer this, ABAQUS does not perform a simple static analysis. It performs a transient, coupled, thermo-mechanical analysis.
 


ABAQUS Inner Workings: Building the Part Element by Element

The real brilliance lies in how ABAQUS computationally "builds" the part, mimicking the physical process.

 

1. The "Element Activation" Technique

 

ABAQUS does not start with an empty build plate. Instead, it begins with a full finite element mesh of the entire, final part. However, at time (t=0), all these elements are "deactivated" or "ghosted"—they have virtually zero stiffness and do not participate in the analysis.

As the simulation runs, it follows the defined toolpath (the G-code). As the virtual nozzle passes over a region, the corresponding elements in the mesh are "activated."

This activation does two things simultaneously:

  • Mechanical: The element's material properties (stiffness, strength) are "switched on."
  • Thermal: A thermal load is applied to the element, simulating the deposition of hot, molten thermoplastic (e.g., 220°C for PLA or 280°C for ABS).

 

2. The Coupled Thermo-Mechanical Calculation

 

This is where the true power of ABAQUS comes in. For every single time-step in the simulation (which could be fractions of a second), the solver is in a constant loop:

  • Heat Transfer (Thermal): It calculates the temperature field. This includes heat input from the new, hot element and massive heat loss through convection (to the surrounding air), conduction (into the cooler, already-deposited layers and the build plate), and radiation.
  • Structural Response (Mechanical): Based on this new temperature field, it calculates the mechanical response. As the newly deposited material cools rapidly, it tries to contract (thermal contraction).
  • Stress Buildup: Because this contracting material is bonded to the (also cooling, but warmer) layer below it, it cannot shrink freely. This restraint is the origin of internal residual stress.

 

3. Simulating the True Material State

ABAQUS is not just applying a simple "thermal expansion" coefficient. The material models within the 3DEXPERIENCE platform are sophisticated. They understand that the material is deposited as a viscous "melt" and then solidifies. This viscoelastic or elastic-plastic behavior during cooling is critical for accurately predicting how and when stresses lock in. It also models the anisotropy—the fact that the part is strong along the printed lines but weaker between them (in the Z-direction).
 


4. The Virtual Twin Payoff: From Simulation to Reality

By meticulously running this "element activation" and "coupled-physics" simulation from the first layer to the last (and then simulating the cool-down to room temperature), the ABAQUS solver provides the virtual twin with its predictive power.

  • Predicting Warping: The final "displaced shape" of the simulation mesh is the predicted warp. You can see exactly where the part will lift off the bed or curl inwards before you ever press "print."
  • Visualizing Residual Stress: You get a 3D map of the locked-in stresses. This helps identify high-risk areas for cracking or premature failure under load.

Optimizing the Process: This virtual twin allows you to iterate digitally. What happens if I change the infill pattern? Lower the nozzle temperature? Increase the bed temperature? Use a different material? You can run dozens of "what-if" scenarios in the 3DEXPERIENCE platform, find the optimal parameters, and send a validated process to the physical printer.

TLDR: the 3DEXPERIENCE additive manufacturing scenario is not just a slicer. It is a sophisticated physics definition environment. It leverages the power of the ABAQUS solver to create a true virtual twin, turning FDM from an unpredictable art into a predictable, reliable, and engineered manufacturing process.