journal article·2025-02-15Open access

Effect of Filament Material and Printing Temperature on 3D Printing Extrusion Force

Daša Krapež, Muhammed Jusufagić, Murčo Obućina, Manja Kitek Kuzman, Mirko Kariž

Applied Sciences· Volume 15· Issue 4

Abstract

In this study, a modified 3D printer hotend equipped with a load cell, attached to the feeding system, was used to evaluate the effects of filament material composition and printing parameters on the extrusion force required. Four different materials (commercial PLA, pure PLA, wood-PLA with different ratios of wood particles, and wood-PLA with different ratios of thermally modified wood particles) were used for 3D printing, and the feeding resistance was measured. The filament feeder was connected to the extruder hotend via a load cell, which measured the forces required to push the filament through the extruder and the nozzle. Three printing nozzle temperatures of 200, 210, and 220 °C were used. The results show that the printing temperature and the material influence the required extrusion forces, which varied between 1 and 8 N, but the variation was high. With proper optimization and integration into the printer firmware, this setup could also be used to detect nozzle clogging during printing, modify printing parameters during the process, and prevent the uneven extrusion of composite filaments.
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Research context

OpenAlex topics: Additive Manufacturing and 3D Printing Technologies · Manufacturing Process and Optimization · Additive Manufacturing Materials and Processes

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

Affiliations

Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1000 Ljubljana, Slovenia

Department of Wood Technology, Faculty of Mechanical Engineering, University of Sarajevo, 71000 Sarajevo, Bosnia and Herzegovina

Funding

Slovenian Research Agency

References (35)

Show source-provided references
1. Mani, M., Lane, B., Donmez, A., Feng, S., Moylan, S., Fesperman, R., Pritzker, P., and May, W.E. (2015). Measurement Science Needs for Real-Time Control of Additive Manufacturing Powder Bed Fusion Processes, National Institute of Standards and Technology.10.6028/NIST.IR.8036 ↗
2. Process Monitoring for Material Extrusion Additive Manufacturing: A State-of-the-Art Review10.1007/s40964-021-00192-4 ↗
3. Modelling of Additive Manufacturing Processes: A Review and Classification
4. In Situ Monitoring for Fused Filament Fabrication Process: A Review
5. A Review of Melt Extrusion Additive Manufacturing Processes: I. Process Design and Modeling10.1108/RPJ-01-2013-0012 ↗
6. Online Real-Time Quality Monitoring in Additive Manufacturing Processes Using Heterogeneous Sensors10.1115/1.4029823 ↗
7. Applications of Machine Learning in 3D Printing10.1016/j.matpr.2022.08.551 ↗
8. Anomaly Detection in Fused Filament Fabrication Using Machine Learning10.1089/3dp.2021.0231 ↗
9. Kantaros, A., Piromalis, D., Tsaramirsis, G., Papageorgas, P., and Tamimi, H. (2021). 3D Printing and Implementation of Digital Twins: Current Trends and Limitations. Appl. Syst. Innov., 5.10.3390/asi5010007 ↗
10. A Novel Online Rheometer for Elongational Viscosity Measurement of Polymer Melts10.1016/j.polymertesting.2016.01.012 ↗
11. Rheological and Heat Transfer Effects in Fused Filament Fabrication10.1122/1.5022982 ↗
12. In-Situ Monitoring of Polymer Flow Temperature and Pressure in Extrusion Based Additive Manufacturing
13. In-Line Rheological Monitoring of Fused Deposition Modeling10.1122/1.5054648 ↗
14. A Review of Melt Extrusion Additive Manufacturing Processes: II. Materials, Dimensional Accuracy, and Surface Roughness10.1108/RPJ-02-2013-0017 ↗
15. A Dynamic Model for Current-Based Nozzle Condition Monitoring in Fused Deposition Modelling10.1007/s40964-019-00089-3 ↗
16. Filament Rheological Characterization for Fused Filament Fabrication Additive Manufacturing: A Low-Cost Approach
17. Closed Loop Control of Slippage during Filament Transport in Molten Material Extrusion
18. Mazzanti, V., and Mollica, F. (2020). A Review of Wood Polymer Composites Rheology and Its Implications for Processing. Polymers, 12.10.3390/polym12102304 ↗
19. Rep, G., Pohleven, F., and Kosmerl, S. (2012, January 17–18). Development of the Industrial Kiln for Thermal Wood Modification by a Procedure with an Initial Vacuum and Commercialisation of Modified Silvapro Wood. Proceedings of the 6th European Conference on Wood Modification, Ljubljana, Slovenia.
20. Effect of Thermal Modification of Wood on the Rheology, Mechanical Properties and Dimensional Stability of Wood Composite Filaments and 3D-Printed Parts10.1080/17480272.2024.2316740 ↗
21. Jusufagić, M. (2023). Properties and Application of Wood-Plastic Composites Obtained by 3D Printing. [Master’s Thesis, Univerzitet u Sarajevu-Mašinski Fakultet].
22. The Effect of Printing Parameters and Wood Surface Preparation on the Adhesion of Directly 3D-Printed PLA on Wood10.32604/jrm.2022.019760 ↗
23. (2024, February 07). Slic3r Manual—Flow Math. Available online: https://manual.slic3r.org/advanced/flow-math.
24. (2013). Standard Test Method for Melt Flow Rates of Thermoplastics by Extrusion Plastometer (Standard No. ASTM 1238).
25. Effect of Thermal Modification of Wood Particles for Wood-PLA Composites on Properties of Filaments, 3D-Printed Parts and Injection Moulded Parts
26. Lv, X., Hao, X., Ou, R., Liu, T., Guo, C., Wang, Q., Yi, X., and Sun, L. (2021). Rheological Properties of Wood–Plastic Composites by 3D Numerical Simulations: Different Components. Forests, 12.10.3390/f12040417 ↗
27. Krapež Tomec, D., Schöflinger, M., Leßlhumer, J., Gradišar Centa, U., Žigon, J., and Kariž, M. (2024). The Effects of Microcrystalline Cellulose Addition on the Properties of Wood–PLA Filaments for 3D Printing. Polymers, 16.10.3390/polym16060836 ↗
28. Arrigo, R., and Frache, A. (2022). FDM Printability of PLA Based-Materials: The Key Role of the Rheological Behavior. Polymers, 14.10.3390/polym14091754 ↗
29. The Importance of Rheological Behavior in the Additive Manufacturing Technique Material Extrusion10.1122/1.5037687 ↗
30. Effect of Interfacial Modifiers and Wood Flour Treatment on the Rheological Properties of Recycled Polyethylene/Wood Flour Composites10.1177/1477760619895014 ↗
31. Wood Polypropylene Composites Prepared by Thermally Modified Fibers at Two Extrusion Speeds: Mechanical and Viscoelastic Properties10.1515/hf-2014-0031 ↗
32. Model Analysis of Feedstock Behavior in Fused Filament Fabrication: Enabling Rapid Materials Screening10.1016/j.polymer.2017.11.068 ↗
33. Feedstock Material Property—Process Relationships in Fused Deposition of Ceramics (FDC)10.1108/13552540010373344 ↗
34. Powder Processing, Rheology, and Mechanical Properties of Feedstock for Fused Deposition of Si3N4 Ceramics10.1111/j.1151-2916.2000.tb01446.x ↗
35. Nienhaus, V., Spiehl, D., and Dörsam, E. (2021). Investigations on Roller-Based Filament Drives. J. Manuf. Mater. Process., 5.10.3390/jmmp5020053 ↗