industrial computed tomography

{{short description|Computer-aided tomographic process}}

File:Webcam CT transmissions.OGG

Industrial computed tomography (CT) scanning is any computer-aided tomographic process, usually X-ray computed tomography, that uses irradiation to produce three-dimensional internal and external representations of a scanned object. Industrial CT scanning has been used in many areas of industry for internal inspection of components. Some of the key uses for industrial CT scanning have been flaw detection, failure analysis, metrology, assembly analysis and reverse engineering applications.Flisch, A., et al. Industrial Computer Tomography in Reverse Engineering Applications. DGZfP-Proceedings BB 67-CD Paper 8, Computerized Tomography for Industrial Applications and Image Processing in Radiology, March 15–17, 1999, Berlin, Germany.Woods, Susan. [https://web.archive.org/web/20110821224332/http://micromanufacturing.com/showthread.php?t=876 "3-D CT inspection offers a full view of microparts"], November 1, 2010. Just as in medical imaging, industrial imaging includes both nontomographic radiography (industrial radiography) and computed tomographic radiography (computed tomography).

Types of scanners

File:CT Scanner Line Beam.jpg

Line beam scanning is the traditional process of industrial CT scanning.Hofmann, J., Flisch, A., Obrist, A., Adaptive CT scanning-mesh based optimisation methods for industrial X-ray computer tomography applications. NDT&E International (37), 2004, pp. 271–278. X-rays are produced and the beam is collimated to create a line. The X-ray line beam is then translated across the part and data is collected by the detector. The data is then reconstructed to create a 3-D volume rendering of the part.

In cone beam scanning, the part to be scanned is placed on a rotary table. As the part rotates, the cone of X-rays produce a large number of 2D images that are collected by the detector. The 2D images are then processed to create a 3D volume rendering of the external and internal geometries of the part.

File:Cone Beam CT Scanner.png

History

Industrial CT scanning technology was introduced in 1972 with the invention of the CT scanner for medical imaging by Godfrey Hounsfield. The invention earned him a Nobel Prize in medicine, which he shared with Allan McLeod Cormack.Zoofan, Bahman. [http://www.3dscanningtechnologies.com/ComputedTomographyPage.php?3D_Micro-Tomography_-_A_Powerful_Engineering_Tool-4/ "3D Micro-Tomography – A Powerful Engineering Tool"] {{Webarchive|url=https://web.archive.org/web/20110707063533/http://www.3dscanningtechnologies.com/ComputedTomographyPage.php?3D_Micro-Tomography_-_A_Powerful_Engineering_Tool-4%2F |date=2011-07-07 }}. 3D Scanning Technologies. July 5, 2010.[http://www.3dscanningtechnologies.com/pdfs/parts.pdf Noel, Julien. "Advantages of CT in 3D Scanning of Industrial Parts] {{Webarchive|url=https://web.archive.org/web/20110707063559/http://www.3dscanningtechnologies.com/pdfs/parts.pdf |date=2011-07-07 }}. August 18, 2010. Many advances in CT scanning have allowed for its use in the industrial field for metrology in addition to the visual inspection primarily used in the medical field (medical CT scan).

Analysis and inspection techniques

Various inspection uses and techniques include part-to-CAD comparisons, part-to-part comparisons, assembly and defect analysis, void analysis, wall thickness analysis, and generation of CAD data. The CAD data can be used for reverse engineering, geometric dimensioning and tolerance analysis, and production part approval.[https://web.archive.org/web/20110714085255/http://www.micromanu.com/x/guideArchiveArticle.html?id=1695 "Reducing Preproduction Inspection Costs with Industrial (CT) Computed Tomography."] Micro Manufacturing Magazine for the global micro manufacturing technology industry, August 2010.

=Assembly=

One of the most recognized forms of analysis using CT is for assembly, or visual analysis. CT scanning provides views inside components in their functioning position, without disassembly. Some software programs for industrial CT scanning allow for measurements to be taken from the CT dataset volume rendering. These measurements are useful for determining the clearances between assembled parts or the dimension of an individual feature.File:Industrial Computed Tomography - Failures - Void.jpg

=Void, crack and defect detection=

File:Peppergrinder 3D-flight-through microCT.OGG

Traditionally, determining defects, voids and cracks within an object would require destructive testing. CT scanning can detect internal features and flaws displaying this information in 3D without destroying the part. Industrial CT scanning (3D X-ray) is used to detect flaws inside a part such as porosity,{{Cite journal | last1 = Lambert | first1 = J. | last2 = Chambers | first2 = A. R. | last3 = Sinclair | first3 = I. | last4 = Spearing | first4 = S. M. | title = 3D damage characterisation and the role of voids in the fatigue of wind turbine blade materials | doi = 10.1016/j.compscitech.2011.11.023 | journal = Composites Science and Technology | volume = 72 | issue = 2 | pages = 337 | year = 2012 }} an inclusion, or a crack.{{Cite journal | last1 = Bull | first1 = D. J. | last2 = Helfen | first2 = L. | last3 = Sinclair | first3 = I. | last4 = Spearing | first4 = S. M. | last5 = Baumbach | first5 = T. | title = A comparison of multi-scale 3D X-ray tomographic inspection techniques for assessing carbon fibre composite impact damage | doi = 10.1016/j.compscitech.2012.12.006 | journal = Composites Science and Technology | volume = 75 | pages = 55–61 | year = 2013 | url = https://eprints.soton.ac.uk/355778/1/A%2520comparison%2520of%2520multi-scale%25203D%2520X-ray%2520tomographic%2520inspection%2520techniques%2520for%2520assessing%2520carbon%2520fibre%2520composite%2520impact%2520damage%2520-%2520reviewer.pdf }} It has been also used to detect the origin and propagation of damages in concrete.{{Cite journal| doi = 10.1016/j.cemconcomp.2022.104433| issn = 0958-9465| volume = 128| pages = 104433| last1 = Joshi| first1 = Nirmal Raj| last2 = Matsumoto| first2 = Ayumu| last3 = Asamoto| first3 = Shingo| last4 = Miura| first4 = Taito| last5 = Kawabata| first5 = Yuichiro| title = Investigation of the mechanical behaviour of concrete with severe delayed ettringite formation expansion focusing on internal damage propagation under various compressive loading patterns| journal = Cement and Concrete Composites| date = 2022-04-01| s2cid = 246514058| doi-access = free}}

Metal casting and moulded plastic components are typically prone to porosity because of cooling processes, transitions between thick and thin walls, and material properties. Void analysis can be used to locate, measure, and analyze voids inside plastic or metal components.

=Geometric dimensioning and tolerancing analysis=

Traditionally, without destructive testing, full metrology has only been performed on the exterior dimensions of components, such as with a coordinate-measuring machine (CMM) or with a vision system to map exterior surfaces. Internal inspection methods would require using a 2D X-ray of the component or the use of destructive testing. Industrial CT scanning allows for full non-destructive metrology. With unlimited geometrical complexity, 3D printing allows for complex internal features to be created with no impact on cost, such features are not accessible using traditional CMM. The first 3D printed artefact that is optimised for characterisation of form using computed tomography CT {{Cite journal|date=2016-11-01|title=Comparison of different additive manufacturing methods using computed tomography|journal=Case Studies in Nondestructive Testing and Evaluation|language=en|volume=6|pages=69–78|doi=10.1016/j.csndt.2016.05.008|issn=2214-6571|last1=Shah|first1=Paras|last2=Racasan|first2=Radu|last3=Bills|first3=Paul|doi-access=free}}

=Image-based finite element methods=

Image-based finite element method converts the 3D image data from X-ray computed tomography directly into meshes for finite element analysis. Benefits of this method include modelling complex geometries (e.g. composite materials) or accurately modelling "as manufactured" components at the micro-scale.{{Cite journal|title = Transient thermal finite element analysis of CFC–Cu ITER monoblock using X-ray tomography data|url = https://www.researchgate.net/publication/277338941|journal = Fusion Engineering and Design|date = 2015-05-28|pages = 100–111|volume = 100|doi = 10.1016/j.fusengdes.2015.04.048|first1 = Ll. M.|last1 = Evans|first2 = L.|last2 = Margetts|first3 = V.|last3 = Casalegno|first4 = L. M.|last4 = Lever|first5 = J.|last5 = Bushell|first6 = T.|last6 = Lowe|first7 = A.|last7 = Wallwork|first8 = P.|last8 = Young|first9 = A.|last9 = Lindemann|doi-access = free| bibcode=2015FusED.100..100E |hdl = 10871/17772|hdl-access = free}}

Trends and Developments

The industrial computed tomography market is forecast to reach a size of USD 773.45 million to USD 1,116.5 million between 2029 and 2030. Regional trends show that strong market growth is expected, particularly in the Asia-Pacific region, but also in North America and Europe, due to strict safety regulations and preventive maintenance of industrial equipment.{{Cite web |title=Industrial CT Scanning Market - Computed Tomography - Size, Share & Industry Analysis |url=https://www.mordorintelligence.com/industry-reports/industrial-computed-tomography-market |access-date=2024-04-11 |website=www.mordorintelligence.com |publisher=Mordor Intelligence |language=en}}{{Cite web |title=Industrial Computed Tomography Market Size Report, 2030 |url=https://www.grandviewresearch.com/industry-analysis/industrial-computed-tomography-market |access-date=2024-04-11 |website=www.grandviewresearch.com |publisher=Grand View Research, Inc |language=en}} Growth is being driven primarily by the ongoing development of CT devices and services that enable precise and non-destructive testing of components. Innovations such as the use of artificial intelligence for automated fault analyses and the development of mobile CT systems are expanding the possibilities.{{Cite web |date=2024-04-10 |title=Insights into trends, market development and technological innovations |url=https://www.microvista.de/en/insights-into-trends-market-development-and-technological-innovations/ |access-date=2024-04-11 |website=www.microvista.de |publisher=Microvista GmbH |language=en-US}}

Developments for Forensic Science

Computed Tomography (CT) has become an increasingly valuable tool in forensic science, particularly in conducting virtual autopsies.{{Cite journal |last=Filograna |first=Laura |last2=Pugliese |first2=Luca |last3=Muto |first3=Massimo |last4=Tatulli |first4=Doriana |last5=Guglielmi |first5=Giuseppe |last6=Thali |first6=Michael John |last7=Floris |first7=Roberto |date=2019-02-01 |title=A Practical Guide to Virtual Autopsy: Why, When and How |url=https://www.sciencedirect.com/science/article/abs/pii/S0887217118300945 |journal=Seminars in Ultrasound, CT and MRI |series=Forensic Radiology |volume=40 |issue=1 |pages=56–66 |doi=10.1053/j.sult.2018.10.011 |issn=0887-2171|url-access=subscription }}{{Cite web |last=Simplyforensic |date=2025-04-09 |title=Virtual Autopsy: Science Behind Digital Post-Mortem Analysis |url=https://simplyforensic.com/virtual-autopsy-the-hidden-science-behind-digital-post-mortem-analysis/ |access-date=2025-04-23 |website=simplyforensic.com |language=en-US}} Unlike traditional autopsies, which require invasive procedures, CT scans allow for non-invasive internal examinations of the body, producing detailed 3D images of bones, organs, and soft tissues.{{Cite journal |last=Leth |first=Peter Mygind |date=September 2009 |title=Computerized tomography used as a routine procedure at postmortem investigations |url=https://pubmed.ncbi.nlm.nih.gov/19696574 |journal=The American Journal of Forensic Medicine and Pathology |volume=30 |issue=3 |pages=219–222 |doi=10.1097/PAF.0b013e318187e0af |issn=1533-404X |pmid=19696574}} This technology is especially useful for detecting fractures, foreign objects (such as bullets or shrapnel), gas embolisms, and signs of trauma that may not be immediately visible externally.{{Cite web |title=CAS - Central Authentication Service |url=https://connect.laurentian.ca/login?service=https%3a%2f%2flogin.librweb.laurentian.ca%2flogin%3fqurl%3dezp.2aHR0cHM6Ly9nby5nYWxlLmNvbS9wcy9pLmRvP3A9QU9ORSZ1PXN1YmQ3ODA5NSZpZD1HQUxFJTdDQTU3NzM5NzcxMSZ2PTIuMSZpdD1yJmF0eT1pcA-- |access-date=2025-04-23 |website=connect.laurentian.ca}} CT scans can preserve forensic evidence more effectively and are particularly beneficial in cases involving mass disasters, decomposition, or cultural and religious objections to dissection. Furthermore, digital imaging from CT can be stored and reviewed multiple times, aiding both legal investigations and educational purposes. Overall, CT has enhanced the accuracy, efficiency, and accessibility of post-mortem examinations in forensic contexts.

= List of uses of CT scanning in Forensic Science =

Sources:{{Cite web |title=CAS - Central Authentication Service |url=https://connect.laurentian.ca/login?service=https%3a%2f%2flogin.librweb.laurentian.ca%2flogin%3fqurl%3dezp.2aHR0cHM6Ly9nby5nYWxlLmNvbS9wcy9pLmRvP3A9QU9ORSZ1PXN1YmQ3ODA5NSZ2PTIuMSZpdD1yJmlkPUdBTEUlN0NBNzk5NjYxOTg3JnJldHJpZXZhbElkPTgyNGRlOTIxLWM4NjEtNDM2OS05MDU1LWEyMTM2ZDQ2NmFlZSZpblBTPXRydWUmbGlua1NvdXJjZT1pbnRlcmxpbmsmc2lkPWJvb2ttYXJrLUFPTkU- |access-date=2025-04-23 |website=connect.laurentian.ca}}

  1. Virtual Autopsies (Virtopsies)
  2. * Non-invasive internal examinations of deceased individuals.
  3. Detection of Fractures
  4. * Identification of skull, rib, and other skeletal fractures, especially those not visible externally.
  5. Visualization of Foreign Objects
  6. * Location and analysis of bullets, shrapnel, or other embedded materials.
  7. Assessment of Trauma
  8. * Differentiation between antemortem (before death) and postmortem (after death) injuries.
  9. Analysis of Gas Embolisms
  10. * Identification of air or gas in blood vessels, which may indicate drowning, decompression sickness, or medical malpractice.
  11. Age Estimation
  12. * Evaluation of skeletal maturity and dental development in unidentified remains.
  13. Facial Reconstruction Support
  14. * High-resolution skull imaging for reconstructing a face digitally.
  15. Identification of Pathologies
  16. * Detection of diseases, infections, or chronic conditions that may relate to cause of death.
  17. Documentation and Archiving
  18. * Permanent, revisitable digital records of body condition and evidence.
  19. Comparison with Antemortem Data
  • Matching postmortem CT scans with medical imaging from a person’s lifetime for identification.
  1. Explosion and Blast Injury Analysis
  • Assessment of internal damage patterns caused by high-pressure events.
  1. Burn Victim Analysis
  • Examining internal structures in severely burned bodies when traditional autopsy is limited.
  1. Decomposition Studies
  • Monitoring changes in tissues and gases during the decomposition process.
  1. Cultural/Religious Sensitivity
  • Alternative to invasive autopsies when cutting open a body is not permitted.
  1. Mass Disaster Victim Identification
  • Efficient imaging of multiple bodies for quick identification and trauma assessment.

See also

References