Investigating the effect of nonuniform forced convection on local polymer properties and geometric fidelity in fused filament fabrication

Fused Filament Fabrication (FFF) suffers from low print quality when process-induced heating and cooling are not well controlled. Cooling from hotend fans has not been characterized, and its effect on print quality has not been quantified. This work uses a thermocouple array to measure interactions between the cooling fan and heated print bed with and without printing. Polylactic acid (PLA) cubes were printed to investigate the effect of the fan on print quality in terms of surface roughness, area ratio, and shrinkage distance; these cubes exhibited significant, nonuniform differences in quality due to fan cooling. Uncooled regions were up to 167% rougher than cooled regions, while the average shrinkage distance increased by over 500% as a function of fan activation layer. Ultimately, this work shows that fan effects should not be neglected in FFF heat transfer models, and fan settings should be carefully considered to produce high-quality prints.

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Publication Details

Journal
npj Advanced Manufacturing
Published
2025-11-05
DOI
https://doi.org/10.1038/s44334-025-00056-7
Citations
1
Primary Topic
Additive Manufacturing and 3D Printing Technologies
Type
article
Field-Weighted Citation Impact
0.68

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article

Investigating the effect of nonuniform forced convection on local polymer properties and geometric fidelity in fused filament fabrication

Carl A. Hanson, Monique McClain, Matthew David Collins, Duncan Young et al.
1 citations
npj Advanced Manufacturing
Additive Manufacturing and 3D Printing Technologies
0.68
article

Investigating the effect of nonuniform forced convection on local polymer properties and geometric fidelity in fused filament fabrication

Carl A. Hanson, Monique McClain, Matthew David Collins, Duncan Young, Anna Keim
article en
1 citations

Abstract

Fused Filament Fabrication (FFF) suffers from low print quality when process-induced heating and cooling are not well controlled. Cooling from hotend fans has not been characterized, and its effect on print quality has not been quantified. This work uses a thermocouple array to measure interactions between the cooling fan and heated print bed with and without printing. Polylactic acid (PLA) cubes were printed to investigate the effect of the fan on print quality in terms of surface roughness, area ratio, and shrinkage distance; these cubes exhibited significant, nonuniform differences in quality due to fan cooling. Uncooled regions were up to 167% rougher than cooled regions, while the average shrinkage distance increased by over 500% as a function of fan activation layer. Ultimately, this work shows that fan effects should not be neglected in FFF heat transfer models, and fan settings should be carefully considered to produce high-quality prints.

npj Advanced ManufacturingVol. 2(1)
Purdue University West Lafayette (US), Hôpitaux de Saint Maurice (FR)
Purdue University, School of Mechanical Engineering, Purdue University
Openalex Percentile: Top 24%
Additive Manufacturing and 3D Printing Technologies
0.68
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Investigating the effect of nonuniform forced convection on local polymer properties and geometric fidelity in fused filament fabrication — Carl A. Hanson, Monique McClain, et al. · npj Advanced Manufacturing (2025) | TGRS Research Map | TGRS