XPTV data set of the flow inside a nozzle of an FFF printer

DOI

This dataset contains raw image data and particle tracking results from X-ray imaging experiments conducted to investigate the flow behavior of molten polymer through a heated nozzle during continuous extrusion, as used in Fused Filament Fabrication (FFF). The data was acquired using 2D projectional radiography inside a μ-CT scanner, with tracer particles embedded in the polymer melt and tracked via X-ray particle tracking velocimetry.

The experimental setup includes a custom-designed aluminum nozzle tailored for X-ray transparency and mounted in a YXLON FF20 CT scanner. Four distinct filament feed velocities (0.5, 1.0, 1.5, and 2.0 mm/s) were tested nozzle temperatures of 220 °C, 240 °C, and 260 °C. X-ray recordings were performed at 190 kV and 60 μA with 2×2 pixel binning, resulting in a frame rate of 15 Hz and an effective pixel size of 18.5 μm.

The raw data comprises image sequences cropped to the nozzle region of interest, along with background-subtracted image stacks used for particle detection. Tracer velocities were extracted using the TrackMate plugin in Fiji and further processed in Python to remove spurious tracks based on geometric and trajectory consistency criteria.

This dataset supports the analysis of velocity fields in polymer extrusion and enables further validation or extension of the presented tracking and image processing methodologies.

Identifier
DOI https://doi.org/10.18419/DARUS-4974
Related Identifier IsSupplementTo https://doi.org/10.48550/arXiv.2504.04830
Metadata Access https://darus.uni-stuttgart.de/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.18419/DARUS-4974
Provenance
Creator Kattinger, Julian ORCID logo; Hiemer, Stefan ORCID logo; Chung, Phi-Long ORCID logo; Kornely, Mike; Ehrler, Julian; Kreutzbruck, Marc ORCID logo; Bonten, Christian (ORCID: 0000-0002-2709-783X)
Publisher DaRUS
Contributor Kattinger, Julian; University of Stuttgart; Kornely, Mike; Ehrler, Julian; Chung, Phi-Long
Publication Year 2025
Funding Reference DFG 545960701
Rights CC BY 4.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/licenses/by/4.0
OpenAccess true
Contact Kattinger, Julian (University of Stuttgart); Kattinger, Julian (Universtiy of Stuttgart)
Representation
Resource Type Image data (radiography); Dataset
Format text/tab-separated-values; image/tiff; video/quicktime
Size 99490441; 6708904151; 5051638; 57536626; 7601958535; 4666535; 32644755; 88063322; 28967989; 16419454; 9321496791; 6808422495; 11222450391; 4051582; 6312954; 3418979; 73237170; 6106521695; 5613613; 262776; 267809; 184740; 256874; 224897; 1244172; 709325727; 703732143; 1765479946; 693391143; 2465210294; 736401943
Version 1.0
Discipline Construction Engineering and Architecture; Engineering; Engineering Sciences; Fluid Mechanics; Heat Energy Technology, Thermal Machines, Fluid Mechanics; Mechanical and industrial Engineering; Mechanics; Mechanics and Constructive Mechanical Engineering; Natural Sciences; Physics; Plastics Engineering; Production Technology; Thermal Engineering/Process Engineering
Spatial Coverage University of Stuttgart, Institut für Kunststofftechnik, Stuttgart, 70569, Germany