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Title: Interlaboratory Study of Digital Volume Correlation Error Due to X-Ray Computed Tomography Equipment and Scan Parameters: an Update from the DVC Challenge

Abstract

Background: The quality of Digital Volume Correlation (DVC) full-field displacement measurements depends directly on the characteristics of the X-ray Computed Tomography (XCT) equipment, and scan procedures used to acquire the tomographic images. Objective: In this work, we seek to experimentally study the effects of XCT equipment and tomographic scan procedures on the quality of these images for DVC analysis, and to survey the level of DVC error that may be achieved using standard XCT operating procedures. Methods: Six participants in an interlaboratory study acquired high-quality XCT scans of a syntactic foam before and after rigid body motion. The resulting images were correlated using commercial DVC software to quantify error sources due to random image noise, reconstruction artifacts, as well as systematic spatial or temporal distortion. Results: In the absence of rigid body motion, the standard deviation of the displacement measurements ranged from 0.012 to 0.043 voxels using a moderate subvolume size, indicating that subvoxel measurement resolution could readily be achieved with a variety of XCT equipment and scan recipes. Comparison of consecutive scans without rigid body motion showed transient dilatational displacement gradients due to self-heating of the X-ray source and/or thermal expansion of the foam. Evaluation of the scans aftermore » rigid body motion showed significant, machine-specific spatial distortion in the displacement fields of up to 0.5 voxels; new approaches to remove this error need to be developed. Conclusions: Analysis of the scan protocols used in the interlaboratory study, as well as a complementary parametric sensitivity study, showed that the DVC error was strongly influenced by the XCT equipment, but could be mitigated by adjusting the total scan duration.« less

Authors:
ORCiD logo [1];  [2];  [3];  [4];  [4];  [5]; ORCiD logo [5];  [6];  [7];  [7];  [2]
  1. Air Force Research Lab. (AFRL), Wright-Patterson AFB, OH (United States); Univ. of Virginia, Charlottesville, VA (United States)
  2. Univ. of Virginia, Charlottesville, VA (United States)
  3. Sandia National Lab. (SNL-CA), Livermore, CA (United States)
  4. Eindhoven Univ. of Technology (Netherlands)
  5. Univ. Paris-Saclay, Gif-sur-Yvette (France)
  6. Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
  7. Southern Methodist Univ., Dallas, TX (United States)
Publication Date:
Research Org.:
Sandia National Lab. (SNL-CA), Livermore, CA (United States)
Sponsoring Org.:
USDOE National Nuclear Security Administration (NNSA); Agence Nationale de la Recherché (ANR); US Air Force Office of Scientific Research (AFOSR)
OSTI Identifier:
1670716
Report Number(s):
SAND-2019-14577J
Journal ID: ISSN 0014-4851; 682514
Grant/Contract Number:  
AC04-94AL85000; ANR-10-EQPX-37 (MATMECA); NA0003525
Resource Type:
Accepted Manuscript
Journal Name:
Experimental Mechanics
Additional Journal Information:
Journal Name: Experimental Mechanics; Journal ID: ISSN 0014-4851
Publisher:
Springer
Country of Publication:
United States
Language:
English
Subject:
Digital volume correlation; X-ray computed tomography; Interlaboratory study; Uncertainty quantification

Citation Formats

Croom, Brendan P., Burden, Diana, Jin, Helena, Vonk, N. H., Hoefnagels, J. P. M., Smaniotto, B., Hild, F., Quintana, E., Sun, Q., Nie, X., and Li, Xiaodong. Interlaboratory Study of Digital Volume Correlation Error Due to X-Ray Computed Tomography Equipment and Scan Parameters: an Update from the DVC Challenge. United States: N. p., 2020. Web. doi:10.1007/s11340-020-00653-x.
Croom, Brendan P., Burden, Diana, Jin, Helena, Vonk, N. H., Hoefnagels, J. P. M., Smaniotto, B., Hild, F., Quintana, E., Sun, Q., Nie, X., & Li, Xiaodong. Interlaboratory Study of Digital Volume Correlation Error Due to X-Ray Computed Tomography Equipment and Scan Parameters: an Update from the DVC Challenge. United States. doi:10.1007/s11340-020-00653-x.
Croom, Brendan P., Burden, Diana, Jin, Helena, Vonk, N. H., Hoefnagels, J. P. M., Smaniotto, B., Hild, F., Quintana, E., Sun, Q., Nie, X., and Li, Xiaodong. Wed . "Interlaboratory Study of Digital Volume Correlation Error Due to X-Ray Computed Tomography Equipment and Scan Parameters: an Update from the DVC Challenge". United States. doi:10.1007/s11340-020-00653-x.
@article{osti_1670716,
title = {Interlaboratory Study of Digital Volume Correlation Error Due to X-Ray Computed Tomography Equipment and Scan Parameters: an Update from the DVC Challenge},
author = {Croom, Brendan P. and Burden, Diana and Jin, Helena and Vonk, N. H. and Hoefnagels, J. P. M. and Smaniotto, B. and Hild, F. and Quintana, E. and Sun, Q. and Nie, X. and Li, Xiaodong},
abstractNote = {Background: The quality of Digital Volume Correlation (DVC) full-field displacement measurements depends directly on the characteristics of the X-ray Computed Tomography (XCT) equipment, and scan procedures used to acquire the tomographic images. Objective: In this work, we seek to experimentally study the effects of XCT equipment and tomographic scan procedures on the quality of these images for DVC analysis, and to survey the level of DVC error that may be achieved using standard XCT operating procedures. Methods: Six participants in an interlaboratory study acquired high-quality XCT scans of a syntactic foam before and after rigid body motion. The resulting images were correlated using commercial DVC software to quantify error sources due to random image noise, reconstruction artifacts, as well as systematic spatial or temporal distortion. Results: In the absence of rigid body motion, the standard deviation of the displacement measurements ranged from 0.012 to 0.043 voxels using a moderate subvolume size, indicating that subvoxel measurement resolution could readily be achieved with a variety of XCT equipment and scan recipes. Comparison of consecutive scans without rigid body motion showed transient dilatational displacement gradients due to self-heating of the X-ray source and/or thermal expansion of the foam. Evaluation of the scans after rigid body motion showed significant, machine-specific spatial distortion in the displacement fields of up to 0.5 voxels; new approaches to remove this error need to be developed. Conclusions: Analysis of the scan protocols used in the interlaboratory study, as well as a complementary parametric sensitivity study, showed that the DVC error was strongly influenced by the XCT equipment, but could be mitigated by adjusting the total scan duration.},
doi = {10.1007/s11340-020-00653-x},
journal = {Experimental Mechanics},
number = ,
volume = ,
place = {United States},
year = {2020},
month = {9}
}

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