journal article·2022-04-01Open access

Temperature Analyses in Fused Filament Fabrication: From Filament Entering the Hot-End to the Printed Parts

Jie Zhang, Egle Vasiliauskaite, Alec De Kuyper, Cédric De Schryver, Frederik Vogeler, Frederik Desplentere, Eleonora Ferraris

Abstract

This article analyzes temperature fields and their variations in fused filament fabrication (FFF) from the filament entering the hot-end to the printed parts, aiming at a deeper understanding of the thermal process of this additive manufacturing technology. A standard E3D print head assembly was mounted on a robot arm for printing. A stable filament feeding region was determined with an upper limit in the volume flow rate at different nozzle temperatures. Within the limit, the steady-state temperature fields inside the hot-end were studied by a computational fluid dynamics model. Simulations indicated that the temperature became less homogeneous at higher flow rates, leading to a lower extrudate temperature at the nozzle outlet. These outlet temperatures were analyzed, validated, and used as input to simulate temperature variations in printed parts with a self-developed open-access numerical model. An interlayer time similarity rule was found in printing single-walled geometries, which specifies temperature similarities at the same interlayer time. The findings provide new insights into FFF processes, pointing out opportunities for improved production efficiency and scalability to large-scale manufacturing.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: Additive Manufacturing and 3D Printing Technologies · biodegradable polymer synthesis and properties · Advanced Sensor and Energy Harvesting Materials

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Mechanical Engineering, KU Leuven, Leuven, Belgium.

Campus De Nayer, Thomas More University of Applied Sciences, Sint-Katelijne-Waver, Belgium.

Department of Materials Engineering, KU Leuven, Leuven, Belgium.

References (37)

Show source-provided references
1. ASTM F2792-12a Standard Terminology for Additive Manufacturing Technologies 2012. DOI: 10.1520/F2792-12A.2.
2. 10.1007/s00170-018-1843-y10.1007/s00170-018-1843-y ↗
3. Compton BG, , Post BK, , Duty CE, et al. Thermal analysis of additive manufacturing of large-scale thermoplastic polymer composites. Addit Manuf, 2017; 17:77–86.
4. 10.1089/3dp.2015.002110.1089/3dp.2015.0021 ↗
5. 10.1089/3dp.2018.015710.1089/3dp.2018.0157 ↗
6. 10.1089/3dp.2016.004510.1089/3dp.2016.0045 ↗
7. Phan DD, , Horner JS, , Swain ZR. Computational fluid dynamics simulation of the melting process in the fused filament fabrication additive manufacturing technique. Addit Manuf, 2020; 33:101161.
8. Serdeczny MP, , Comminal R, , Mollah MT, et al. Numerical modeling of the polymer flow through the hot-end in filament-based material extrusion additive manufacturing. Addit Manuf, 2020; 36:101454.
9. Nienhaus V, , Smith K, , Spiehl D, et al. Investigations on nozzle geometry in fused filament fabrication. Addit Manuf, 2019; 28:711–718.
10. Serdeczny MP, , Comminal R, , Pedersen DB, et al. Experimental and analytical study of the polymer melt flow through the hot-end in material extrusion additive manufacturing. Addit Manuf, 2020; 32:100997.
11. 10.1122/1.502298210.1122/1.5022982 ↗
12. 10.1016/j.addma.2017.03.00710.1016/j.addma.2017.03.007 ↗
13. Luo C, , Wang X, , Migler KB, et al. Effects of feed rates on temperature profiles and feed forces in material extrusion additive manufacturing. Addit Manuf, 2020; 35:101361.
14. 10.1016/j.addma.2018.05.01510.1016/j.addma.2018.05.015 ↗
15. Pigeonneau F, , Xu D, , Vincent M, et al. Heating and flow computations of an amorphous polymer in the liquefier of a material extrusion 3D printer. Addit Manuf, 2020; 32:101001.
16. Anderegg DA, , Bryant HA, , Ruffin DC, et al. In-situ monitoring of polymer flow temperature and pressure in extrusion based additive manufacturing. Addit Manuf, 2019; 26:76–83.
17. 10.1115/1.168837710.1115/1.1688377 ↗
18. 10.1016/j.rcim.2018.05.01010.1016/j.rcim.2018.05.010 ↗
19. 10.1122/1.505464810.1122/1.5054648 ↗
20. 10.1122/1.497385210.1122/1.4973852 ↗
21. 10.1122/1.497683910.1122/1.4976839 ↗
22. McIlroy C, , Graham RS. Modelling flow-enhanced crystallisation during fused filament fabrication of semi-crystalline polymer melts. Addit Manuf, 2018; 24:323–340.
23. 10.1080/17452759.2014.98404210.1080/17452759.2014.984042 ↗
24. 10.1016/j.cirp.2019.04.12310.1016/j.cirp.2019.04.123 ↗
25. Yu W, , Wang X, , Ferraris E, et al. Melt crystallization of PLA/Talc in fused filament fabrication. Mater Des, 2019; 108013. DOI: 10.1016/j.matdes.2019.108013.
26. 10.1007/s40964-020-00137-310.1007/s40964-020-00137-3 ↗
27. 10.1016/j.jct.2004.05.00310.1016/j.jct.2004.05.003 ↗
28. Sin LT Rahmat AR Rahman WAWA. Polylactic Acid: PLA Biopolymer Technology and Applications (chapter 3) William Andrew London 2012.
29. 10.1016/j.addr.2016.06.01210.1016/j.addr.2016.06.012 ↗
30. 10.1122/1.54988810.1122/1.549888 ↗
31. 10.1016/j.progpolymsci.2011.09.00410.1016/j.progpolymsci.2011.09.004 ↗
32. [dataset] Advanced Manufacturing Lab. T4F3: Temperature for Fused Filament Fabrication. 2021. https://iiw.kuleuven.be/onderzoek/aml/technologyoffer/FFFthermalsimulation/T4F3 (last accessed on March1 2021).
33. 10.1007/s40964-019-00107-410.1007/s40964-019-00107-4 ↗
34. Luo C, , Wang X, , Migler KB, et al. Upper bound of feed rates in thermoplastic material extrusion additive manufacturing. Addit Manuf, 2020; 32:101019.
35. 10.1007/s10853-020-05057-910.1007/s10853-020-05057-9 ↗
36. 10.1016/j.addma.2016.06.00710.1016/j.addma.2016.06.007 ↗
37. 10.1016/j.matdes.2017.05.04010.1016/j.matdes.2017.05.040 ↗