Difference between revisions of "NDE for AM"
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− | This overall progression in SRAS was translated to AM using a benchtop system as photographed below. The rough surface data illustrated here was a milestone in the SRAS AM journey. | + | This overall progression in SRAS was translated to AM using a benchtop system as photographed below. The rough surface data illustrated here was a milestone in the SRAS AM journey. The AM sample inspected was manufactured using a Renishaw AM250 and Ti64 powder. Its surface was measured using an Alicona infinite focus microscope to have a Sa of 6.11 µm. A SRAS inspection was carried out on the as-deposited surface of this sample at an acoustic wavelength of 250 µm. |
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[[Image:SKED_SLM.png|450px|thumb|link=|(left) Optical micrograph of the Ti64 SLM sample (right) SRAS velocity map of a 3 mm × 5 mm area on the Ti64 SLM sample. The sample was scanned using a step size of 25 µm in both directions, therefore the image produced is oversampled. In areas where a low or no signal is measured, it is coloured grey. Similar features can be seen in both images, which includes surface cavities and the line mark.]] | [[Image:SKED_SLM.png|450px|thumb|link=|(left) Optical micrograph of the Ti64 SLM sample (right) SRAS velocity map of a 3 mm × 5 mm area on the Ti64 SLM sample. The sample was scanned using a step size of 25 µm in both directions, therefore the image produced is oversampled. In areas where a low or no signal is measured, it is coloured grey. Similar features can be seen in both images, which includes surface cavities and the line mark.]] | ||
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+ | The next step in the process of integrating SRAS into an AM build platform was a proof of concept system. Here the rough surface SRAS system discussed above was installed on top of a Renishaw AM250 | ||
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<!-- [[Image:Figure_6_lambmodes.png|450px|thumb|link=|SRAS scan of an SLM manufactured Ti-6Al-4V sample, it is clear that surface-breaking defects can clearly be seen, and it is suggested that the clear areas of 'green' velocity correspond to subsurface defects]] | <!-- [[Image:Figure_6_lambmodes.png|450px|thumb|link=|SRAS scan of an SLM manufactured Ti-6Al-4V sample, it is clear that surface-breaking defects can clearly be seen, and it is suggested that the clear areas of 'green' velocity correspond to subsurface defects]] | ||
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+ | [[Image:buildchamber.png|450px|thumb|link=|SLM build platform adapted for SRAS optical train, with beam deliver through galvanometer scanning mirrors and f-theta lens.]] | ||
[[Image:NDEforAM_paper3_CM247.pdf|500px|thumb|link=|SLM manufactured CM247-LC sample, it is clear that the SRAS technique can detect changes in the microstructure from the island scan strategy ]] | [[Image:NDEforAM_paper3_CM247.pdf|500px|thumb|link=|SLM manufactured CM247-LC sample, it is clear that the SRAS technique can detect changes in the microstructure from the island scan strategy ]] |
Revision as of 11:28, 20 October 2020
Motivation
Additive manufacturing offers a paradigm shift in engineering as previous design constraints, such as tooling paths in matching are removed. The ability to create novel free form structures, such as lattices, clearly offers vast potential benefits for high performance industries including aerospace, medical and tooling. However, the uptake of AM components has been hindered as the process are prone to a variety of defects, such as porosity and cracking, which due to the variation in length scales, 10 µm to 500 µm, and the number of processing parameters, >150, make predicting and optimising against these defects near-impossible.
As such, our optics group is currently working on a number of ways to perform non-destructive evaluation on additive manufactured (AM) parts; currently, XCT is widely used in industry for part validation but is a strictly post-process ex-situ technique and has both time and safety implications. Our aim is to take advantage of the layer-by-layer nature of the AM process to inspect during the build to create a volumetric dataset and validate the part in real-time. Further to real-time validation of the component in-situ inspection offers opportunities to adjust build parameters during the build based on processing signal, analogous with the closed-loop feedback used in conventional machining. Alongside the management of components defects in AM significant research in the field is also dedicated to understanding the microstructure and subsequent mechanical properties of the AM components; in future it is envisaged that the processes can be adapted as such to tailor the component microstructure for a given role, as such a technique which can both verify a components integrity and interrogate the microstructure will be well placed to meet the demands, both current and future, of the AM industry,
SRAS on Additive Manufacturing
Our existing laser ultrasound technique SRAS has previously been used to image the microstructure of metallic samples, giving both grain size and orientation, making it an interesting tool for investigation of SLM samples. Furthermore, In addition to this useful information, the loss of signal or a drastic change in signal amplitude/frequency can be used to measure the presence of both defects on the surface and in the near-surface region. These capabilities combined with the fact SRAS is a non-contact, non-destructive technique makes it an ideal candidate for AM components.
The first SRAS data from AM samples were obtained using the O-SAM system in 2011. The two figures below illustrate the SAW velocity across a blown powder and wire deposited samples with the SAW propagating in the direction of the white arrows. These initial data sets paved the way for the following generations of SRAS system to further investigate the capabilities of SRAS as an NDE tool for AM.
In 2016 a more modern SRAS system was used on Selective Laser Melting (SLM) samples. This system demonstrated a relationship between the mean SAW velocity and laser power used to build eleven cubes using Ti-6Al-4V powder. As the laser was power increased, an increase in the mean SAW velocity was measured. It was also shown how an in-process SRAS inspection could provide closed-loop feedback to improve the SLM process as a whole. When specifically considering pores, it was shown that alongside detecting, counting and sizing the surface pores, the system was also able to detect subsurface pores. This was in the form of a drastic change in the SAW velocity by ~300 ms-1, wherein the thin plate-like region above the pores, the SAW transformed into a Lamb wave.
The next set of experiments carried out in 2017 were aimed at understanding the capability of SRAS to detect changes to build process, specifically the scan strategies used. Four 10 mm cubes were manufactured using a nickel superalloy power (CM247LC) on a Realizer SLM machine. The cubes were made up of four small 5 mm square islands. One sample was used as a control (0°) and the islands were rotated on the other three samples relative to the previous layer. The rotation angles were set to 15°, 30° and 45° across the tree samples. Using SRAS data and verified by optical microscopy several trends were identified between the crack and pore distribution relative to the island rotation angle. Furthermore, the island boundaries were identified using SRAS based on their distinctly different drop in the group SAW velocity.
Some further work was carried out towards understanding the data obtained using SRAS from form AM samples. In this case, both the cross-section and sidewall of Wire–arc additive manufacturing (WAAM) samples were inspected using SRAS. Here we are able to identify the differences between undeformed and rolled samples. These Ti-6Al-4V specimens form prior-β grains, that then transition to an extreamly fine alpha α-microstructure. Whilst the grain size of this final microstucture is below the spatial reslution of the SRAS instrument, variations in velocity between the prior structures and varaitons in the angular dispersion were measured. These are effects are caused by the limited number, 12, of orietations that can result from a single prior-β grain, resulting in a hetrogenous microstucture between prior grains that is easily measured by SRAS.
This was applied to a triangular SLM sample. Here changes to the microstructure were detected using SRAS and confirmed using EBSD. This was due to the relatively shorter scan lines at the tip resulting in a longer overall dwell time for the heat source in that region. PAUL can you comment on the stiffness figure.
As an initial step towards closed-loop feedback for AM, SRAS optical data was used to inform several repair strategies on a sample manufactured using SLM. Although the resolution of the SRAS system used was quoted as 100 µm for the acoustic images, its optical resolution was much higher than this at ~10 µm per pixel. Following some image processing, the centroid and aspect ratio dimensions for each defect was used to target the rework strategies used. An area of 150% of the identified defect size was used to ensure sufficient material was remelted to reduce the final defect size. The feasibility of this methodology developed was demonstrated by achieving a 50% reduction in defect depth and a change in the defect morphology. This allowed the next layer of powder to more easily backfill the existing surface pores which could help improve the overall part density and reduce porosity.
In 2018 one of the biggest challenges to carrying out an in-process SRAS inspection was addressed. This was the inherent surface roughness on components manufactured using AM processes such as SLM. Laser ultrasonics although common in industry are primarily used on flat or prepared surfaces (as was the case for all of the SRAS AM data above). Switching from a knife-edge detector (KED) to a speckle knife edge detector (SKED) invented within the research group increased the capability of SRAS from only work on samples in the region of 0.1 µm Ra up to ~2 µm Ra.
This overall progression in SRAS was translated to AM using a benchtop system as photographed below. The rough surface data illustrated here was a milestone in the SRAS AM journey. The AM sample inspected was manufactured using a Renishaw AM250 and Ti64 powder. Its surface was measured using an Alicona infinite focus microscope to have a Sa of 6.11 µm. A SRAS inspection was carried out on the as-deposited surface of this sample at an acoustic wavelength of 250 µm.
The next step in the process of integrating SRAS into an AM build platform was a proof of concept system. Here the rough surface SRAS system discussed above was installed on top of a Renishaw AM250
[[Image:|450px|thumb|link=|]] |
By incorporating the SRAS instrument into the SLM build machine, it shall be possible to image 3D renders both defects and the microstructure on a layer-by-layer basis. The challenges in this project are both in the optical setup, such as measuring signals off rough surfaces, as well as mechanical integration, where atmosphere, temperature, small envelope and interfering particles are all factors to overcome. Furthermore, for the technology to be commercially applicable the quality of data must be balanced against the impact on the manufacturing time. In order to assess this, we have developed a framework for comparing the spatial capability and temporal penalty of various inspection systems.
Research Team
Adam Clare, Matt Clark, Richard Smith, Wenqi Li, Rikesh Patel, Rafael Fuentes Dominguez, Don Pieris and Paul Dryburgh are actively working on this project. Previous contributors include Steve Sharples, Matthias Hirsch and Samuel Osei Achamfuo-Yeboah.
Related Publications and Talks
Publications
R. J. Smith, M. Hirsch, P. Patel, W. Li, A. T. Clare, S. D. Sharples - Spatially resolved acoustic spectroscopy for selective laser melting- Journal of Materials Processing Technology 236:93--102,2016
- https://www.sciencedirect.com/science/article/pii/S0924013616301352
BibtexAuthor : R. J. Smith, M. Hirsch, P. Patel, W. Li, A. T. Clare, S. D. Sharples
Title : Spatially resolved acoustic spectroscopy for selective laser melting
In : Journal of Materials Processing Technology -
Address :
Date : 2016
M. Hirsch, R. Patel, W. Li, G. Guan, R. K. Leach, S. D. Sharples, A. T. Clare - Assessing the capability of in-situ nondestructive analysis during layer based additive manufacture
- Additive Manufacturing 13:135--142,2017
- https://www.sciencedirect.com/science/article/pii/S2214860416301877
BibtexAuthor : M. Hirsch, R. Patel, W. Li, G. Guan, R. K. Leach, S. D. Sharples, A. T. Clare
Title : Assessing the capability of in-situ nondestructive analysis during layer based additive manufacture
In : Additive Manufacturing -
Address :
Date : 2017
M. Hirsch, S. Catchpole-Smith, R. Patel, P. Marrow, W. Li, C. Tuck, S. D. Sharples, A. T. Clare - Meso-scale defect evaluation of selective laser melting using spatially resolved acoustic spectroscopy
- Proc. R. Soc. A 473(2205):170--194,2017
- http://rspa.royalsocietypublishing.org/content/473/2205/20170194
BibtexAuthor : M. Hirsch, S. Catchpole-Smith, R. Patel, P. Marrow, W. Li, C. Tuck, S. D. Sharples, A. T. Clare
Title : Meso-scale defect evaluation of selective laser melting using spatially resolved acoustic spectroscopy
In : Proc. R. Soc. A -
Address :
Date : 2017
M. Hirsch, P. Dryburgh, R. Patel, S. Catchpole-Smith, L. Perry, S. D. Sharples, I. A. Ashcroft, A. T. Clare - Targeted rework strategies for powder bed additive manufacture
- Additive Manufacturing 19:127-133,2018
- https://www.sciencedirect.com/science/article/pii/S2214860417303925
BibtexAuthor : M. Hirsch, P. Dryburgh, R. Patel, S. Catchpole-Smith, L. Perry, S. D. Sharples, I. A. Ashcroft, A. T. Clare
Title : Targeted rework strategies for powder bed additive manufacture
In : Additive Manufacturing -
Address :
Date : 2018
R. Patel, M. Hirsch, P. Dryburgh, D. Pieris, S. Achamfuo-Yeboah, R. Smith, R. Light, S.D. Sharples, A.T. Clare, Matt Clark - Imaging Material Texture of As-Deposited Selective Laser Melted Parts Using Spatially Resolved Acoustic Spectroscopy
- Applied Sciences 8(10):1991,2018
- https://www.mdpi.com/2076-3417/8/10/1991
BibtexAuthor : R. Patel, M. Hirsch, P. Dryburgh, D. Pieris, S. Achamfuo-Yeboah, R. Smith, R. Light, S.D. Sharples, A.T. Clare, Matt Clark
Title : Imaging Material Texture of As-Deposited Selective Laser Melted Parts Using Spatially Resolved Acoustic Spectroscopy
In : Applied Sciences -
Address :
Date : 2018
D. Pieris, R. Patel, P. Dryburgh, M. Hirsch, W. Li, S. Sharples, R.J. Smith, A.T. Clare, M. Clark - Spatially resolved acoustic spectroscopy towards online inspection of additive manufacturing
- Insight - Non-Destructive Testing & Condition Monitoring 61(3):132-137,2019
- BibtexAuthor : D. Pieris, R. Patel, P. Dryburgh, M. Hirsch, W. Li, S. Sharples, R.J. Smith, A.T. Clare, M. Clark
Title : Spatially resolved acoustic spectroscopy towards online inspection of additive manufacturing
In : Insight - Non-Destructive Testing & Condition Monitoring -
Address :
Date : 2019
P. Dryburgh, D. Pieris, F.Martina, R. Patel, S. Sharples, W. Li, A.T. Clare, S. Williams, R.J. Smith - Spatially Resolved Acoustic Spectroscopy for Integrity Assessment in Wire-Arc Additive Manufacturing
- Additive Manufacturing 28(C):236-251,2019
- BibtexAuthor : P. Dryburgh, D. Pieris, F.Martina, R. Patel, S. Sharples, W. Li, A.T. Clare, S. Williams, R.J. Smith
Title : Spatially Resolved Acoustic Spectroscopy for Integrity Assessment in Wire-Arc Additive Manufacturing
In : Additive Manufacturing -
Address :
Date : 2019
P. Dryburgh, R. Patel, D. M. Pieris, M. Hirsch, W. Li, S. D. Sharples, R. J. Smith, A. T. Clare, M. Clark - Spatially resolved acoustic spectroscopy for texture imaging in powder bed fusion nickel superalloys
- AIP Conference Proceedings 2102(1):020004,2019
- BibtexAuthor : P. Dryburgh, R. Patel, D. M. Pieris, M. Hirsch, W. Li, S. D. Sharples, R. J. Smith, A. T. Clare, M. Clark
Title : Spatially resolved acoustic spectroscopy for texture imaging in powder bed fusion nickel superalloys
In : AIP Conference Proceedings -
Address :
Date : 2019
D. Pieris, T. Stratoudaki, Y. Javadi, P. Lukacs, S. Catchpole-Smith, P. D. Wilcox, A. Clare, M. Clark - Laser Induced Phased Arrays (LIPA) to detect nested features in additively manufactured components
- Materials & Design 187(108412),2020
- BibtexAuthor : D. Pieris, T. Stratoudaki, Y. Javadi, P. Lukacs, S. Catchpole-Smith, P. D. Wilcox, A. Clare, M. Clark
Title : Laser Induced Phased Arrays (LIPA) to detect nested features in additively manufactured components
In : Materials & Design -
Address :
Date : 2020
L. Bai, A. Velichko, A. T. Clare, P. Dryburgh, D. Pieris, B. W. Drinkwater - The effect of distortion models on characterisation of real defects using ultrasonic arrays
- NDT & E International 113(102263),2020
- BibtexAuthor : L. Bai, A. Velichko, A. T. Clare, P. Dryburgh, D. Pieris, B. W. Drinkwater
Title : The effect of distortion models on characterisation of real defects using ultrasonic arrays
In : NDT & E International -
Address :
Date : 2020
Conference Papers
S. D. Sharples, R. A. Light, S. O. Achamfuo-Yeboah, M. Clark, M. G. Somekh - The SKED: Speckle Knife Edge Detector
- 3rd International Symposium on Laser-Ultrasonics and Advanced Sensing, Yokohama, Japan 581,2013
- http://iopscience.iop.org/article/10.1088/1742-6596/520/1/012004
BibtexAuthor : S. D. Sharples, R. A. Light, S. O. Achamfuo-Yeboah, M. Clark, M. G. Somekh
Title : The SKED: Speckle Knife Edge Detector
In : 3rd International Symposium on Laser-Ultrasonics and Advanced Sensing, Yokohama, Japan -
Address :
Date : 2013
S. O. Achamfuo-Yeboah, R. A. Light, S. D Sharples - Optical detection of ultrasound from optically rough surfaces using a custom CMOS sensor
- 13th Anglo-French Physical Acoustics Conference (AFPAC2014) 581,2014
- http://iopscience.iop.org/article/10.1088/1742-6596/581/1/012009/meta
BibtexAuthor : S. O. Achamfuo-Yeboah, R. A. Light, S. D Sharples
Title : Optical detection of ultrasound from optically rough surfaces using a custom CMOS sensor
In : 13th Anglo-French Physical Acoustics Conference (AFPAC2014) -
Address :
Date : 2014
P. Dryburgh, R. Patel, S. Catchpole-Smith, M. Hirsch, L. Perry, R. J. Smith, M. Clark, I. A. Ashcroft, A. T. Clare - Targeted rework of powder bed fusion additive manufacturing
- Proceedings of LPM2018 - the 19th International Symposium on Laser Precision Microfabrication ,2018
- https://nottingham-repository.worktribe.com/output/1190715/targeted-rework-of-powder-bed-fusion-additive-manufacturing
BibtexAuthor : P. Dryburgh, R. Patel, S. Catchpole-Smith, M. Hirsch, L. Perry, R. J. Smith, M. Clark, I. A. Ashcroft, A. T. Clare
Title : Targeted rework of powder bed fusion additive manufacturing
In : Proceedings of LPM2018 - the 19th International Symposium on Laser Precision Microfabrication -
Address :
Date : 2018
D. M.Pieris, R. Patel, P. Dryburgh, M. Hirsch, W. Li, S. D. Sharples, R. J. Smith, A. T. Clare, M. Clark - Spatially resolved acoustic spectroscopy additive manufacturing: towards online inspection
- Proceedings of BINDT2018 - the 57th Annual British Conference on Non-Destructive Testing ,2018
- https://nottingham-repository.worktribe.com/output/1191130/spatially-resolved-acoustic-spectroscopy-additive-manufacturing-towards-online-inspection
BibtexAuthor : D. M.Pieris, R. Patel, P. Dryburgh, M. Hirsch, W. Li, S. D. Sharples, R. J. Smith, A. T. Clare, M. Clark
Title : Spatially resolved acoustic spectroscopy additive manufacturing: towards online inspection
In : Proceedings of BINDT2018 - the 57th Annual British Conference on Non-Destructive Testing -
Address :
Date : 2018
- 15th Anglo-French Physical Acoustics Conference, Fréjus, France ,2015
- BibtexAuthor : Patel Rikesh, Guan Guanying, Hirsch Matthias, Li Wenqi, Smith Richard J., Achamfuo-Yeboah Samual, Light Roger A., Clare Adam T., Tuck Chris, Clark Matt, Sharples Steve D.
Title : On using laser ultrasonic non-destructive evaluation for additive manufactured samples
In : 15th Anglo-French Physical Acoustics Conference, Fréjus, France -
Address :
Date : 2015
Clare Adam T., Sharples Steve D., Tuck Chris, Groom Kristian, Hirsch Matthias, Patel Rikesh, Li Wenqi, Smith Richard J., Guan Guanying - In-Process monitoring of Additive Layer Manufacturing
- 54th Annual Conference of The British Institute of Non-Destructive Testing, Telford, UK ,2015
- BibtexAuthor : Clare Adam T., Sharples Steve D., Tuck Chris, Groom Kristian, Hirsch Matthias, Patel Rikesh, Li Wenqi, Smith Richard J., Guan Guanying
Title : In-Process monitoring of Additive Layer Manufacturing
In : 54th Annual Conference of The British Institute of Non-Destructive Testing, Telford, UK -
Address :
Date : 2015
Patel Rikesh, Hirsch Matthias, Li Wenqi, Smith Richard J., Achamfuo-Yeboah Samual, Tuck Chris, Clark Matt, Clare Adam T., Sharples Steve D. - On using laser ultrasonic non-destructive evaluation for additive manufactured samples
- 4th International Symposium on Laser-Ultrasonics and Advanced Sensing, Illinois, USA ,2015
- BibtexAuthor : Patel Rikesh, Hirsch Matthias, Li Wenqi, Smith Richard J., Achamfuo-Yeboah Samual, Tuck Chris, Clark Matt, Clare Adam T., Sharples Steve D.
Title : On using laser ultrasonic non-destructive evaluation for additive manufactured samples
In : 4th International Symposium on Laser-Ultrasonics and Advanced Sensing, Illinois, USA -
Address :
Date : 2015
Patel Rikesh, Hirsch Matthias, Li Wenqi, Smith Richard J., Achamfuo-Yeboah Samual, Tuck Chris, Clark Matt, Clare Adam T., Sharples Steve D. - On using laser ultrasonic non-destructive evaluation for additive manufactured samples
- 42nd Annual Review of Progress in Quantitative Nondestructive Evaluation Conference, Minneapolis, USA ,2015
- BibtexAuthor : Patel Rikesh, Hirsch Matthias, Li Wenqi, Smith Richard J., Achamfuo-Yeboah Samual, Tuck Chris, Clark Matt, Clare Adam T., Sharples Steve D.
Title : On using laser ultrasonic non-destructive evaluation for additive manufactured samples
In : 42nd Annual Review of Progress in Quantitative Nondestructive Evaluation Conference, Minneapolis, USA -
Address :
Date : 2015
Patel Rikesh, Hirsch Matthias, Smith Richard J., Achamfuo-Yeboah Samual, Clare Adam T., Sharples Steve D. - Laser ultrasonic inspection of as-deposited AM samples
- 5th International Symposium on Laser-Ultrasonics and Advanced Sensing, Linz, Austria ,2016
- BibtexAuthor : Patel Rikesh, Hirsch Matthias, Smith Richard J., Achamfuo-Yeboah Samual, Clare Adam T., Sharples Steve D.
Title : Laser ultrasonic inspection of as-deposited AM samples
In : 5th International Symposium on Laser-Ultrasonics and Advanced Sensing, Linz, Austria -
Address :
Date : 2016
Clare Adam T., Sharples Steve D., Leach Richard K., Guan Guanying, Hirsch Matthias, Patel Rikesh - In-Process monitoring of Additive Layer Manufacturing
- 66th CIRP General Assembly, Guimarães, Portugal ,2016
- BibtexAuthor : Clare Adam T., Sharples Steve D., Leach Richard K., Guan Guanying, Hirsch Matthias, Patel Rikesh
Title : In-Process monitoring of Additive Layer Manufacturing
In : 66th CIRP General Assembly, Guimarães, Portugal -
Address :
Date : 2016
Clare Adam T., Hirsch Matthias, Guan Guanying, Patel Rikesh, Li Wenqi, Dryburgh Paul, Milesh Pieris Don, Sharples Steve D. - Approaches for AM in-process inspection using SRAS and OCT
- EUSPEN Special Interest Group Meeting: Quality Control for Additive Manufacturing, Coventry, UK ,2017
- BibtexAuthor : Clare Adam T., Hirsch Matthias, Guan Guanying, Patel Rikesh, Li Wenqi, Dryburgh Paul, Milesh Pieris Don, Sharples Steve D.
Title : Approaches for AM in-process inspection using SRAS and OCT
In : EUSPEN Special Interest Group Meeting: Quality Control for Additive Manufacturing, Coventry, UK -
Address :
Date : 2017
Pieris Don M., Catchpole-Smith Sam, Patel Rikesh, Hirsch Matthias, Dryburgh Paul, Li Wenqi, Sharples Steve D., Smith Richard, Clare Adam T., Clark Matt - Detection and Manipulation of AM Component Microstructure using SRAS
- Institute of Physics: Optics and Ultrasound IV, University of Strathclyde, UK ,2017
- BibtexAuthor : Pieris Don M., Catchpole-Smith Sam, Patel Rikesh, Hirsch Matthias, Dryburgh Paul, Li Wenqi, Sharples Steve D., Smith Richard, Clare Adam T., Clark Matt
Title : Detection and Manipulation of AM Component Microstructure using SRAS
In : Institute of Physics: Optics and Ultrasound IV, University of Strathclyde, UK -
Address :
Date : 2017
Clare Adam T., Dryburgh Paul, Pieris Don M., Patel Rikesh, and Li Wenqi, Smith Richard, Clark Matt - Finding and Fixing Defects in Metal Powder Bed Systems
- Manufacture using Advanced Powder Processes: 1st International Conference ,2018
- BibtexAuthor : Clare Adam T., Dryburgh Paul, Pieris Don M., Patel Rikesh, and Li Wenqi, Smith Richard, Clark Matt
Title : Finding and Fixing Defects in Metal Powder Bed Systems
In : Manufacture using Advanced Powder Processes: 1st International Conference -
Address :
Date : 2018