Nozzle clogging factors during fused filament fabrication of spherical particle filled polymers
Abstract
Fused filament fabrication with reinforced or filled polymers provides improved material properties compared to ordinary feedstock. A current limitation of these materials is the occurrence of nozzle clogging at higher filler contents. In this paper, an experiment is designed to identify the factors causing nozzle clogging. Glass sphere-filled polycarbonate is investigated by varying nozzle and filler diameters, the resin viscosity, the filler content, and the extrusion pressure. Equations identifying nozzle clogging and intermittent clogging conditions are provided. Based on these results, a model for the clogging of sphere-filled polymers is proposed. Last, a mathematical model is derived, which approximates the printability of filled polymers without the preparation of composites. Finally, this model is based on the nozzle geometry, the filler type and content, the resin viscosity, and the printer’s maximum extrusion force.
- Authors:
-
- Karlsruhe Inst. of Technology (KIT) (Germany). Inst. of Automotive Systems Lightweight Technology
- Univ. of Wisconsin, Madison, WI (United States). Polymer Engineering Center
- AREVO, Inc., Santa Clara, CA (United States)
- Publication Date:
- Research Org.:
- Univ. of Wisconsin, Madison, WI (United States)
- Sponsoring Org.:
- USDOE Advanced Research Projects Agency - Energy (ARPA-E)
- OSTI Identifier:
- 1471198
- Alternate Identifier(s):
- OSTI ID: 1694298
- Grant/Contract Number:
- AR0000573
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Additive Manufacturing
- Additional Journal Information:
- Journal Volume: 23; Journal ID: ISSN 2214-8604
- Publisher:
- Elsevier
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 42 ENGINEERING; 36 MATERIALS SCIENCE; fused filament fabrication; glass spheres; polymer composite; polycarbonate; nozzle clogging; clogging model for spheres; viscosity model for printability
Citation Formats
Beran, Tobias, Mulholland, Tom, Henning, Frank, Rudolph, Natalie, and Osswald, Tim A. Nozzle clogging factors during fused filament fabrication of spherical particle filled polymers. United States: N. p., 2018.
Web. doi:10.1016/j.addma.2018.08.009.
Beran, Tobias, Mulholland, Tom, Henning, Frank, Rudolph, Natalie, & Osswald, Tim A. Nozzle clogging factors during fused filament fabrication of spherical particle filled polymers. United States. https://doi.org/10.1016/j.addma.2018.08.009
Beran, Tobias, Mulholland, Tom, Henning, Frank, Rudolph, Natalie, and Osswald, Tim A. Tue .
"Nozzle clogging factors during fused filament fabrication of spherical particle filled polymers". United States. https://doi.org/10.1016/j.addma.2018.08.009. https://www.osti.gov/servlets/purl/1471198.
@article{osti_1471198,
title = {Nozzle clogging factors during fused filament fabrication of spherical particle filled polymers},
author = {Beran, Tobias and Mulholland, Tom and Henning, Frank and Rudolph, Natalie and Osswald, Tim A.},
abstractNote = {Fused filament fabrication with reinforced or filled polymers provides improved material properties compared to ordinary feedstock. A current limitation of these materials is the occurrence of nozzle clogging at higher filler contents. In this paper, an experiment is designed to identify the factors causing nozzle clogging. Glass sphere-filled polycarbonate is investigated by varying nozzle and filler diameters, the resin viscosity, the filler content, and the extrusion pressure. Equations identifying nozzle clogging and intermittent clogging conditions are provided. Based on these results, a model for the clogging of sphere-filled polymers is proposed. Last, a mathematical model is derived, which approximates the printability of filled polymers without the preparation of composites. Finally, this model is based on the nozzle geometry, the filler type and content, the resin viscosity, and the printer’s maximum extrusion force.},
doi = {10.1016/j.addma.2018.08.009},
journal = {Additive Manufacturing},
number = ,
volume = 23,
place = {United States},
year = {Tue Aug 07 00:00:00 EDT 2018},
month = {Tue Aug 07 00:00:00 EDT 2018}
}
Web of Science
Works referenced in this record:
An economic analysis comparing the cost feasibility of replacing injection molding processes with emerging additive manufacturing techniques
journal, June 2016
- Franchetti, Matthew; Kress, Connor
- The International Journal of Advanced Manufacturing Technology, Vol. 88, Issue 9-12
Development of new metal/polymer materials for rapid tooling using Fused deposition modelling
journal, October 2004
- Masood, S. H.; Song, W. Q.
- Materials & Design, Vol. 25, Issue 7
Fused deposition modeling with polypropylene
journal, October 2015
- Carneiro, O. S.; Silva, A. F.; Gomes, R.
- Materials & Design, Vol. 83
The importance of carbon fiber to polymer additive manufacturing
journal, September 2014
- Love, Lonnie J.; Kunc, Vlastamil; Rios, Orlando
- Journal of Materials Research, Vol. 29, Issue 17
Additive manufacturing of carbon fiber reinforced thermoplastic composites using fused deposition modeling
journal, October 2015
- Ning, Fuda; Cong, Weilong; Qiu, Jingjing
- Composites Part B: Engineering, Vol. 80
Nanofiber-reinforced polymers prepared by fused deposition modeling: Nanofiber-Reinforced Polymers
journal, June 2003
- Shofner, M. L.; Lozano, K.; Rodríguez-Macías, F. J.
- Journal of Applied Polymer Science, Vol. 89, Issue 11
Highly oriented carbon fiber–polymer composites via additive manufacturing
journal, December 2014
- Tekinalp, Halil L.; Kunc, Vlastimil; Velez-Garcia, Gregorio M.
- Composites Science and Technology, Vol. 105
Short fiber reinforced composites for fused deposition modeling
journal, March 2001
- Zhong, Weihong; Li, Fan; Zhang, Zuoguang
- Materials Science and Engineering: A, Vol. 301, Issue 2
On flow-blocking particle structures in microtubes
journal, June 2005
- Sharp, K. V.; Adrian, R. J.
- Microfluidics and Nanofluidics, Vol. 1, Issue 4
Numerical investigation of channel blockage by flowing microparticles
journal, May 2014
- Agbangla, Gbedo Constant; Climent, Éric; Bacchin, Patrice
- Computers & Fluids, Vol. 94
Mechanism for clogging of microchannels
journal, December 2006
- Wyss, Hans M.; Blair, Daniel L.; Morris, Jeffrey F.
- Physical Review E, Vol. 74, Issue 6
Numerical investigation of hard-gel microparticle suspension dynamics in microfluidic channels: Aggregation/fragmentation phenomena, and incipient clogging
journal, November 2016
- Shahzad, Khurram; D’Avino, Gaetano; Greco, Francesco
- Chemical Engineering Journal, Vol. 303
Cluster formation and growth in microchannel flow of dilute particle suspensions
journal, October 2010
- Gudipaty, Tarun; Stamm, Matthew T.; Cheung, Luthur S. L.
- Microfluidics and Nanofluidics, Vol. 10, Issue 3
Simulation of aggregating particles in complex flows by the lattice kinetic Monte Carlo method
journal, January 2011
- Flamm, Matthew H.; Sinno, Talid; Diamond, Scott L.
- The Journal of Chemical Physics, Vol. 134, Issue 3
Plugging by hydrodynamic bridging during flow of stable colloidal particles within cylindrical pores
journal, April 1999
- Ramachandran, Venkatachalam; Fogler, H. Scott
- Journal of Fluid Mechanics, Vol. 385
Curvilinear flows of noncolloidal suspensions: The role of normal stresses
journal, September 1999
- Morris, Jeffrey F.; Boulay, Fabienne
- Journal of Rheology, Vol. 43, Issue 5
Normal stresses in extremely shear thickening polymer dispersions
journal, August 1994
- Laun, H. M.
- Journal of Non-Newtonian Fluid Mechanics, Vol. 54
Direct simulation of the sedimentation of elliptic particles in Oldroyd-B fluids
journal, May 1998
- Huang, P. Y.; Hu, H. H.; Joseph, D. D.
- Journal of Fluid Mechanics, Vol. 362
The segregation of particulate materials. A review
journal, November 1976
- Williams, J. C.
- Powder Technology, Vol. 15, Issue 2
The thermal degradation of bisphenol A polycarbonate in air
journal, February 2005
- Jang, Bok Nam; Wilkie, Charles A.
- Thermochimica Acta, Vol. 426, Issue 1-2
Liquefier Dynamics in Fused Deposition
journal, May 2004
- Bellini, Anna; Gu¨c¸eri, Selc¸uk; Bertoldi, Maurizio
- Journal of Manufacturing Science and Engineering, Vol. 126, Issue 2
Zur Theorie der Brownschen Bewegung
journal, January 1906
- Einstein, A.
- Annalen der Physik, Vol. 324, Issue 2
Application of ree-eyring generalized flow theory to suspensions of spherical particles
journal, February 1956
- Maron, Samuel H.; Pierce, Percy E.
- Journal of Colloid Science, Vol. 11, Issue 1
An empirical equation of the relative viscosity of polymer melts filled with various inorganic fillers
journal, March 1981
- Kitano, T.; Kataoka, T.; Shirota, T.
- Rheologica Acta, Vol. 20, Issue 2
Rheologisches Verhalten hochgefüllter Kunststoffe. Einfluss der Füllstoffe
journal, March 2008
- Markov, A. V.
- Materialwissenschaft und Werkstofftechnik, Vol. 39, Issue 3
Particle shape and suspension rheology of short-fiber systems
journal, January 2006
- Pabst, Willi; Gregorová, Eva; Berthold, Christoph
- Journal of the European Ceramic Society, Vol. 26, Issue 1-2
Melt flow behaviour of poly-ε-caprolactone in fused deposition modelling
journal, July 2007
- Ramanath, H. S.; Chua, C. K.; Leong, K. F.
- Journal of Materials Science: Materials in Medicine, Vol. 19, Issue 7
Str�mung viskoelastischer Fl�ssigkeiten im Ringspalt
journal, July 1975
- Hoffmann, L.; Sch�mmer, P.; Schwerdt, H.
- Rheologica Acta, Vol. 14, Issue 7
An elementary method for the evaluation of a flow curve
journal, January 1978
- Schümmer, P.; Worthoff, R. H.
- Chemical Engineering Science, Vol. 33, Issue 6
Particle Handling Techniques in Microchemical Processes
journal, August 2012
- Flowers, Brian S.; Hartman, Ryan L.
- Challenges, Vol. 3, Issue 2
Works referencing / citing this record:
Material extrusion‐based additive manufacturing of polypropylene: A review on how to improve dimensional inaccuracy and warpage
journal, October 2019
- Spoerk, Martin; Holzer, Clemens; Gonzalez‐Gutierrez, Joamin
- Journal of Applied Polymer Science, Vol. 137, Issue 12
Mechanical Recyclability of Polypropylene Composites Produced by Material Extrusion-Based Additive Manufacturing
journal, August 2019
- Spoerk, Martin; Arbeiter, Florian; Raguž, Ivan
- Polymers, Vol. 11, Issue 8
Optimization of the 3D Printing Parameters for Tensile Properties of Specimens Produced by Fused Filament Fabrication of 17-4PH Stainless Steel
journal, February 2020
- Godec, Damir; Cano, Santiago; Holzer, Clemens
- Materials, Vol. 13, Issue 3
Mechanical Recyclability of Polypropylene Composites Produced by Material Extrusion-Based Additive Manufacturing
journal, August 2019
- Spoerk, Martin; Arbeiter, Florian; Raguž, Ivan
- Polymers, Vol. 11, Issue 8