DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Experimental Examination of Additively Manufactured Patterns on Structural Nuclear Materials for Digital Image Correlation Strain Measurements

Journal Article · · Experimental Mechanics

Abstract Background There are a limited number of commercially available sensors for monitoring the deformation of materials in-situ during harsh environment applications, such as those found in the nuclear and aerospace industries. Such sensing devices, including weldable strain gauges, extensometers, and linear variable differential transformers, can be destructive to material surfaces being investigated and typically require relatively large surface areas to attach (> 10 mm in length). Digital image correlation (DIC) is a viable, non-contact alternative to in-situ strain deformation. However, it often requires implementing artificial patterns using splattering techniques, which are difficult to reproduce. Objective Additive manufacturing capabilities offer consistent patterns using programmable fabrication methods. Methods In this work, a variety of small-scale periodic patterns with different geometries were printed directly on structural nuclear materials (i.e., stainless steel and aluminum tensile specimens) using an aerosol jet printer (AJP). Unlike other additive manufacturing techniques, AJP offers the advantage of materials selection. DIC was used to track and correlate strain to alternative measurement methods during cyclic loading, and tensile tests (up to 1100 µɛ) at room temperature. Results The results confirmed AJP has better control of pattern parameters for small fields of view and facilitate the ability of DIC algorithms to adequately process patterns with periodicity. More specifically, the printed 100 μm spaced dot and 150 μm spaced line patterns provided accurate measurements with a maximum error of less than 2% and 4% on aluminum samples when compared to an extensometer and commercially available strain gauges. Conclusion Our results highlight a new pattern fabrication technique that is form factor friendly for digital image correlation in nuclear applications.

Sponsoring Organization:
USDOE Office of Nuclear Energy (NE)
Grant/Contract Number:
AC07-05ID14517
OSTI ID:
2352511
Journal Information:
Experimental Mechanics, Journal Name: Experimental Mechanics Journal Issue: 7 Vol. 64; ISSN 0014-4851
Publisher:
Springer Science + Business MediaCopyright Statement
Country of Publication:
United States
Language:
English

References (64)

The effect of out-of-plane motion on 2D and 3D digital image correlation measurements journal October 2008
Use of rigid-body motion for the investigation and estimation of the measurement errors related to digital image correlation technique journal February 2008
Additively manufactured strain sensors for in-pile applications journal September 2022
Effect of thermo-mechanical processing on oxidation of austenitic stainless steel 316L in supercritical water journal May 2015
Smart Digital Image Correlation Patterns via 3D Printing journal June 2021
The grid method journal July 1969
Strain localization in hydraulic fracturing of granite specimens based on DIC method journal October 2020
Development of Patterns for Digital Image Correlation Measurements at Reduced Length Scales journal February 2006
Microstructure and mechanical properties of 316L austenitic stainless steel processed by different SLM devices journal May 2020
On the Propagation of Camera Sensor Noise to Displacement Maps Obtained by DIC - an Experimental Study journal February 2016
Digital image correlation of nanoscale deformation fields for local stress measurement in thin films journal October 2006
Digital Image Correlation accuracy: influence of kind of speckle and recording setup journal January 2010
A review of aerosol jet printing—a non-traditional hybrid process for micro-manufacturing journal May 2019
The Effect of Droplet Sizes on Overspray in Aerosol-Jet Printing journal April 2018
High-temperature strain field measurement using digital image correlation journal March 2009
On the Optimal Pattern for Displacement Field Measurement: Random Speckle and DIC, or Checkerboard and LSA? journal January 2020
Digital image correlation for surface deformation measurement: historical developments, recent advances and future goals journal June 2018
Controlling and assessing the quality of aerosol jet printed features for large area and flexible electronics journal February 2017
Fast, Robust and Accurate Digital Image Correlation Calculation Without Redundant Computations journal February 2013
A New Method of Creating High-Temperature Speckle Patterns and Its Application in the Determination of the High-Temperature Mechanical Properties of Metals journal June 2018
Thermo-mechanical toner transfer for high-quality digital image correlation speckle patterns journal December 2015
Experimental investigation of the tensile test using digital image correlation (DIC) method journal January 2020
Corrosion and stress corrosion cracking in supercritical water journal September 2007
Freestanding Functional Structures by Aerosol‐Jet Printing for Stretchable Electronics and Sensing Applications journal March 2019
The Grid Method for In-plane Displacement and Strain Measurement: A Review and Analysis: The Grid Method journal May 2016
A comparison of DIC and grid measurements for processing spalling tests with the VFM and an 80-kpixel ultra-high speed camera journal September 2015
Incremental calculation for large deformation measurement using reliability-guided digital image correlation journal April 2012
Automated Fast Initial Guess in Digital Image Correlation journal September 2013
Additive Manufacturing Technologies Compared: Morphology of Deposits of Silver Ink Using Inkjet and Aerosol Jet Printing journal January 2015
Assessment of speckle-pattern quality in digital image correlation based on gray intensity and speckle morphology journal April 2017
Measurement Affecting Errors in Digital Image Correlation journal April 2019
NIH Image to ImageJ: 25 years of image analysis journal June 2012
A Review of Speckle Pattern Fabrication and Assessment for Digital Image Correlation journal May 2017
Speckle patterns for DIC in challenging scenarios: rapid application and impact endurance journal October 2020
Measurement of In Situ-Full-Field Strain Maps on Ceramic Matrix Composites at Elevated Temperature Using Digital Image Correlation journal December 2014
Advances in light microscope stereo vision journal June 2004
Full-field measurements of heterogeneous deformation patterns on polymeric foams using digital image correlation journal June 2002
The behaviour of weldable strain gauges under nuclear reactor core conditions journal October 2013
In-Pile Fuel Rod Deformation Measurements Using Miniaturized LVDT Technology report September 2017
Low‐cost digital image correlation and strain measurement for geotechnical applications journal April 2020
Mean intensity gradient: An effective global parameter for quality assessment of the speckle patterns used in digital image correlation journal April 2010
Experimental Investigation of Strain Rate Dependence of Nanocrystalline Pt Films journal January 2009
Drop on Demand Colloidal Suspension Inkjet Patterning for DIC journal August 2018
Fabrication of micro-scale speckle pattern and its applications for deformation measurement journal January 2012
Digital Imaging Techniques In Experimental Stress Analysis journal June 1982
Applications of digital-image-correlation techniques to experimental mechanics journal September 1985
Rapid and Repeatable Fluorescent Speckle Pattern Fabrication Using a Handheld Inkjet Printer journal January 2022
Designing Patterns for DIC with Poisson Image Editing journal June 2022
Mechanical measurements at the micron and nanometer scales journal March 2003
A practical approach to optimizing the preparation of speckle patterns for digital-image correlation journal September 2014
Evaluation of large plastic deformation for metals by a non-contacting technique using digital image correlation with laser speckles journal June 2020
Microstructural and mechanical characterization of variability in porous advanced ceramics using X-ray computed tomography and digital image correlation journal December 2019
The state of the art of two‐dimensional digital image correlation computational method journal September 2019
Aerosol jet printed capacitive strain gauge for soft structural materials journal November 2020
DIC/Moiré hybrid method based on regular patterns for deformation measurement journal June 2019
Deformation measurement in the presence of discontinuities with digital image correlation: A review journal February 2021
Systematic errors in two-dimensional digital image correlation due to lens distortion journal February 2013
Application of an optimized digital correlation method to planar deformation analysis journal August 1986
Influence of neutron irradiation on Al-6061 alloy produced via ultrasonic additive manufacturing journal July 2021
Micro- and Nanoscale Deformation Measurement of Surface and Internal Planes via Digital Image Correlation journal January 2007
Applications of digital image correlation to biological tissues journal January 2004
3D printed three-dimensional metallic microlattices with controlled and tunable mechanical properties journal March 2021
Application of Digital Image Correlation (DIC) to the Measurement of Strain Concentration of a PVA Dual-Crosslink Hydrogel Under Large Deformation journal April 2019
A Critical Comparison of Some Metrological Parameters Characterizing Local Digital Image Correlation and Grid Method journal April 2017