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Model analysis of thixotropic polymer flow in extrusion-based additive manufacturing
Haifeng Zhang1, Qinlei Luan1, Wenjun Yuan1
1School of Chemical Engineering and Technology, Xi'an Jiaotong University, Xi'an 710049, China. wenjun.yuan@xjtu.edu.cn.
Soft Matter
|February 25, 2026
Summary
This study explores how material properties and nozzle design affect extrusion stability in additive manufacturing. Optimized configurations significantly reduce flow instabilities and vortex formation for smoother 3D printing.
Area of Science:
- Materials Science
- Fluid Dynamics
- Additive Manufacturing
Background:
- Material extrusion additive manufacturing (AM) requires understanding complex fluid rheology during extrusion.
- Thixotropic elastoviscoplastic (TEVP) fluids present unique challenges due to their time-dependent behavior.
Purpose of the Study:
- To investigate the impact of physical parameters on material rheology during extrusion in AM.
- To analyze the influence of nozzle structure and fluid properties on the extrusion stability of TEVP fluids.
Main Methods:
- Utilized the multi-lambda isotropic kinematic hardening (ML-IKH) model to predict TEVP fluid rheology.
- Compared four rheological models to differentiate thixotropic behavior.
- Performed numerical simulations analyzing pressure, height changes, and vortex formation.
Main Results:
- TEVP fluid extrusion exhibits oscillations due to breakdown and buildup state interactions.
- Pressure and height change rates correlate linearly with elasticity and vary with yield stress.
- Increased elasticity leads to a twofold increase in maximum vortex area compared to the minimum.
Conclusions:
- Flow stability of thixotropic fluids is highly dependent on structural parameters.
- Optimizing nozzle design and printing parameters can suppress instabilities and vortex formation.
- Provides insights for enhancing extrusion stability in additive manufacturing processes.
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