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Peer-reviewed veterinary case report

Modeling heat and stress in 3D printing complex lightweight parts

By Li D et al.·2026·Sino-European Institute of Aviation Engineering, China·View original on Europe PMC

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Original publication title: A G-Code-Driven Modeling and Thermo-Mechanical Coupling Analysis Method for the FDM Process of Complex Lightweight Structures.

Plain-English summary

This study looks at how to better predict the behavior of materials used in 3D printing, specifically with a method called Fused Deposition Modeling (FDM). The researchers developed a new way to analyze how the material is laid down, focusing on complex shapes and patterns. They used computer simulations to track how the material heats up and cools down during the printing process, which can affect the final shape and strength of the printed object. Their findings showed that the temperature and stress in the material depend a lot on the design of the infill patterns used during printing. Overall, the new method improved the accuracy of predicting how these printed structures behave under different conditions.

Abstract

Accurate prediction of thermo-mechanical behavior in Fused Deposition Modeling (FDM) is often limited by mismatches between idealized Computer-Aided Design (CAD) geometry and path-dependent material deposition. This paper presents a G-code-driven, filament-level modeling and process-simulation workflow for complex geometries and infill strategies, especially toolpaths with in-plane inclinations. Extrusion segments are parsed from slicing G-code to obtain endpoints and process parameters, and each filament is reconstructed as a path-aligned rectangular bead using a dedicated local coordinate system. Progressive deposition is simulated in ANSYS Parametric Design Language (APDL) via an element birth-death method, enhanced by a centroid-based element selection strategy that reduces dependence on strictly aligned hexahedral partitions and improves robustness for complex meshes. A nonlinear transient thermal analysis is performed, and temperatures are mapped to the structural model through an indirect thermo-mechanical coupling scheme to predict warpage and residual stresses. Case studies on square plates with triangular and hexagonal infills (with/without sidewalls and a bottom base) show that the high-temperature zone follows newly deposited paths with peak temperatures near 220 °C, while displacement and von Mises stress accumulate and are strongly affected by infill topology and boundary conditions.

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Original publication on Europe PMC: https://europepmc.org/article/MED/41900691