TY - JOUR
T1 - Assessing the effect of sample orientation on dimensional X-ray computed tomography through experimental and simulated data
AU - Villarraga-Gómez, Herminso
AU - Amirkhanov, Artem
AU - Heinzl, Christoph
AU - Smith, Stuart T.
N1 - Funding Information:
FH Upper Austria received funding from the Austrian Research Promotion Agency (FFG) within the program line “TAKE OFF”, FFG grant no. 874540 “BeyondInspection”, as well as from the Research Foundation Flanders (FWO) and the Austrian Science Fund (FWF) under the grant numbers G0F9117N and I3261-N36 “Quantitative X-ray tomography of advanced polymer composites” respectively.
Funding Information:
The first author extends his appreciation to the faculty members from the University of North Carolina at Charlotte (Robert J. Hocken, Edward P. Morse, and Glenn D. Boreman) for their mentorship, members from the Physikalisch-Technische Bundesanstalt at Germany (Markus Bartscher, Jens Illemann, and Ulrich Neuschaefer-Rube) for their cooperation in providing the hole-plates used in parts of this study, current and past members from the Danmarks Tekniske Universitet (Leonardo De Chiffre and Jais Andreas Breusch Angel) for providing the LEGO brick and the brass-nickel threaded tube used in later sections of this study, and members of Carl Zeiss Industrial Metrology, LLC (Raghuram K. Bhogaraju, Darren O. Clark, Mark W. Glasow, Steven P. Charney, and Daniel Wei?) for their helpful conversations. In addition, the authors of this article would like to express their appreciation to the reviewers who provided valuable feedback to earlier drafts of this manuscript. FH Upper Austria received funding from the Austrian Research Promotion Agency (FFG) within the program line ?TAKE OFF?, FFG grant no. 874540 ?BeyondInspection?, as well as from the Research Foundation Flanders (FWO) and the Austrian Science Fund (FWF) under the grant numbers G0F9117N and I3261-N36 ?Quantitative X-ray tomography of advanced polymer composites? respectively.
Publisher Copyright:
© 2021 Elsevier Ltd
PY - 2021/6
Y1 - 2021/6
N2 - This paper evaluates the dimensional accuracy of industrial X-ray computed tomography (CT) measurements in function of the sample's orientation within the measurement volume. Experimental measurements are contrasted against predictions from simulations that, based on Radon-space analysis and computation of X-ray traversal-path lengths through ray-casting, estimate the optimal orientation of samples that would minimize both cone-beam distortions and beam hardening artifacts in CT data reconstructions. The simulated data were obtained with the Dreamcaster, a tool for processing and visual analysis of industrial CT datasets. For the experimental data, the tilt angles from the CT rotation axis that resulted in the smallest deviations between dimensional CT data and reference measurements—obtained from contact coordinate measuring machines (CMMs)—were determined for each sample. Tilt angles that resulted in large dimensional measurement errors were also determined. In most of the cases, the data observed in the experimental measurements agree with the trends predicted by simulated data. For slender workpieces (with high aspect ratios), three basic zones of axial angular tilt were identified: a ‘green zone’ from 10 to 35° in which deviations between CT and CMM are minimum, a ‘red zone’ from 0 to 5° and from 65 to 90° in which the largest deviations are measured, and ‘yellow zones’ between the two. When optimal orientations from the ‘green zone’ are used for scanning, the dimensional deviations of CT data from reference measurements are under 10 µm.
AB - This paper evaluates the dimensional accuracy of industrial X-ray computed tomography (CT) measurements in function of the sample's orientation within the measurement volume. Experimental measurements are contrasted against predictions from simulations that, based on Radon-space analysis and computation of X-ray traversal-path lengths through ray-casting, estimate the optimal orientation of samples that would minimize both cone-beam distortions and beam hardening artifacts in CT data reconstructions. The simulated data were obtained with the Dreamcaster, a tool for processing and visual analysis of industrial CT datasets. For the experimental data, the tilt angles from the CT rotation axis that resulted in the smallest deviations between dimensional CT data and reference measurements—obtained from contact coordinate measuring machines (CMMs)—were determined for each sample. Tilt angles that resulted in large dimensional measurement errors were also determined. In most of the cases, the data observed in the experimental measurements agree with the trends predicted by simulated data. For slender workpieces (with high aspect ratios), three basic zones of axial angular tilt were identified: a ‘green zone’ from 10 to 35° in which deviations between CT and CMM are minimum, a ‘red zone’ from 0 to 5° and from 65 to 90° in which the largest deviations are measured, and ‘yellow zones’ between the two. When optimal orientations from the ‘green zone’ are used for scanning, the dimensional deviations of CT data from reference measurements are under 10 µm.
KW - Beam hardening artifacts
KW - Computed tomography
KW - Cone-beam CT artifacts
KW - Dimensional metrology
KW - Radon-space analysis
KW - Ray-casting
KW - Sample orientation
KW - Traversal-path length
KW - X-ray CT measurement
UR - http://www.scopus.com/inward/record.url?scp=85104326478&partnerID=8YFLogxK
U2 - 10.1016/j.measurement.2021.109343
DO - 10.1016/j.measurement.2021.109343
M3 - Article
AN - SCOPUS:85104326478
SN - 0263-2241
VL - 178
JO - Measurement: Journal of the International Measurement Confederation
JF - Measurement: Journal of the International Measurement Confederation
M1 - 109343
ER -