Digital Materials Design

By Mark Knackstedt

Physics, The Australian National University, Canberra, Australia

Published on

Abstract

Digital materials design (DMD) coupled with new manufacturing techniques are emerging technologies that have the potential to revolutionize product realization on a global scale. The Economist magazine likened the emergence of these novel imaging, modelling and manufacturing methods to the start of the third industrial revolution. The medical community is harnessing new manufacturing methods for custom prosthetics and medical implants. The concept of a “patient-specific” surgical implant, designed and fabricated on demand to fit an individual is now viable. Clinical outcomes can be further improved by introducing 3D imaging and visualisationin real time into surgical procedures. In defence, resource and automotive industries, new manufacturing methods will accelerate replacement of critical high valued components and legacy parts and enable the remote mobile fabrication of key components. A new manufacturing paradigm also permits innovative product design including incorporating multiscale biomimetic principles—this results in a vast new design solution space for product optimisation. Companies and laboratories now need to turn their attention to detailed multiscale structure, synthesis, processing, properties, and performance characteristics of the materials (most of them porous) that will fundamentally determine the success or failure of direct customised components.

The key to DMD is access to efficient facilities and tools to characterisematerial structure and function at multiple scales (from nanometers to structural sizes), in multiple states (relaxed vs under compression, before/after reaction or dissolution) and with multiple probes (multiple x-ray spectra, SEM, chemical imaging with infrared spectroscopy, etc.). Experimental data can then be used to support and validate multiscale simulation work within a DMD environment.This presentation will first outline the development of an integrated DMD workflow based on 3D multiscale imaging, analysis and modelling for geomaterials. The key aim was to “image and compute” -imaging and digitisingthe pore space and mineral matrix of natural rock and then numerically simulating various physical processes in this digital object to obtain macroscopic rock properties including multiphase flow, electrical conductivity, and elastic response. The presentation discusses the potential for the technology to have a much broader reach beyond the geoscience arena—touching companies and industries and giving rise to a wide range of machines, products, or services.

Bio

Mark Knackstedtis Professor at the Department of Applied Mathematics at the Australian National University (ANU). He received his BSc degree at Columbia University and PhD in Chemical Engineering at Rice University. He has been in Australia since 1990 --primarily at ANU with a brief successful stint with a startup for the oil and gas sector. He is the current InterporeKimberley Clark Distinguished Lecturer. He has was awarded the George C. Matson Memorial Award from the AAPG in 2009, the ENI award for New Frontiers in Hydrocarbon Research in 2010, the 2015 Society of PetroelumEngineering Distinguished Lecturer award and several Distinguished Speaker awards from the Society of Petrophysicistsand Well Log Analysts.He has been elected a Fellow of the Australian Academy of Technological Sciences and Engineering since 2012.

Sponsored by

Environmental Engineering and Sciences Program Seminar, Department of Civil and Environmental Engineering

Cite this work

Researchers should cite this work as follows:

  • Mark Knackstedt (2020), "Digital Materials Design," https://nanohub.org/resources/33436.

    BibTex | EndNote

Time

Location

Coordinated Sciences Lab (CSL), Room B02, University of Illinois at Urbana-Champaign, Urbana, IL

Tags

Digital Materials Design
  • Digital Materials Design 1. Digital Materials Design 0
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  • What is Interpore? 2. What is Interpore? 190.62395729062396
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  • Key Take Home Message 3. Key Take Home Message 262.39572906239573
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  • ANU Group in Digital Materials 4. ANU Group in Digital Materials 314.647981314648
    00:00/00:00
  • DMD = Imaging, Modelling and Experimental Validation 5. DMD = Imaging, Modelling and E… 547.98131464798132
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  • Digital Materials Design: Outline to the Talk 6. Digital Materials Design: Outl… 762.26226226226231
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  • Initial Problems 7. Initial Problems 792.39239239239237
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  • Specific Problems Being Addressed 8. Specific Problems Being Addres… 837.03703703703707
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  • Surat Basin, South-east Queensland 9. Surat Basin, South-east Queens… 915.48214881548222
    00:00/00:00
  • Is there Sufficient CO2 Storage in the Sandstone? 10. Is there Sufficient CO2 Storag… 1021.6883550216884
    00:00/00:00
  • Imaging, Modelling and Experimental validation at ALL Scales 11. Imaging, Modelling and Experim… 1055.221888555222
    00:00/00:00
  • Labopratory Capabilities Part 1 12. Labopratory Capabilities Part … 1081.4814814814815
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  • CTLab Capabilities 13. CTLab Capabilities 1086.5198531865199
    00:00/00:00
  • Multiscale Imaging 14. Multiscale Imaging 1091.157824491158
    00:00/00:00
  • Flooding Images of Supercritical CO2 in Pressure Cell 15. Flooding Images of Supercritic… 1148.7821154487822
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  • Flooding studies 16. Flooding studies 1178.611945278612
    00:00/00:00
  • Laboratory Capabilities Part 2 17. Laboratory Capabilities Part 2 1238.1715048381716
    00:00/00:00
  • Can view distribution of NW phase and brine at pore scale 18. Can view distribution of NW ph… 1270.0367033700368
    00:00/00:00
  • Tracking grains and deformations 19. Tracking grains and deformatio… 1301.3680347013681
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  • Laboratory Capabilities Part 3 20. Laboratory Capabilities Part 3 1343.3433433433433
    00:00/00:00
  • Calibrated modelling of flooding at Reservoir T&P 21. Calibrated modelling of floodi… 1364.2308975642309
    00:00/00:00
  • Fluid Distribution Imbibition @ Sgr = 0.22 22. Fluid Distribution Imbibition … 1449.84984984985
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  • Pore-by-pore Fluid Occupancy 23. Pore-by-pore Fluid Occupancy 1474.708041374708
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  • Untitled: Slide 24 24. Untitled: Slide 24 1587.2872872872874
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  • Laboratory Capabilities Part 4 25. Laboratory Capabilities Part 4 1652.1187854521188
    00:00/00:00
  • Image Correlation: CT to SEM to SEM-EDS 26. Image Correlation: CT to SEM t… 1665.8324991658326
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  • Understanding of Mechanism: EOR via 3D Visualization 27. Understanding of Mechanism: EO… 1711.8118118118118
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  • Correlate EOR Recovery to Mineralogy/Wettability 28. Correlate EOR Recovery to Mine… 1738.3717050383718
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  • Is there suffficient storage in the Sandstone? 29. Is there suffficient storage i… 1786.2862862862864
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  • Pore to Geocell Workflow 30. Pore to Geocell Workflow 1819.5862529195863
    00:00/00:00
  • Digital Rock Technology 31. Digital Rock Technology 1848.2148815482149
    00:00/00:00
  • Digital Materials Imaging and NDE for Additive Manufacture Metallic Parts 32. Digital Materials Imaging and … 1874.0407073740407
    00:00/00:00
  • The AM Scanning Challenges 33. The AM Scanning Challenges 1935.935935935936
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  • Unique approach developed by ANU 34. Unique approach developed by A… 1986.1194527861196
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  • SFT minimises impact of artefacts 35. SFT minimises impact of artefa… 2009.4094094094096
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  • Example: X-ray beam-hardening correction 36. Example: X-ray beam-hardening … 2067.9346012679348
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  • Digital Materials Imaging and NDE 37. Digital Materials Imaging and … 2110.7107107107108
    00:00/00:00
  • Geometry development for FE modelling 38. Geometry development for FE mo… 2113.8805472138806
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  • FE Modelling 39. FE Modelling 2134.134134134134
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  • Modelling Foams deforming during quasistatic compression 40. Modelling Foams deforming duri… 2153.1531531531532
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  • Untitled: Slide 41 41. Untitled: Slide 41 2201.6683350016683
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  • Schematic of Selective Laser Melting 42. Schematic of Selective Laser M… 2207.2739406072742
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  • Untitled: Slide 43 43. Untitled: Slide 43 2252.3523523523522
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  • Digital Materials Imaging and NDE 44. Digital Materials Imaging and … 2327.1271271271271
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  • Application 3: Use of imaging for real time 45. Application 3: Use of imaging … 2351.0844177510844
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  • Fractured Pelvis Trauma Repair 46. Fractured Pelvis Trauma Repair 2391.358024691358
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  • Fractured Pelvis Trauma Repair 47. Fractured Pelvis Trauma Repair 2524.4244244244246
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  • Multi-Scale & Multi-Modal Imaging 48. Multi-Scale & Multi-Modal Imag… 2710.744077410744
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