Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Augmented Reality for AI-driven Inspection?: A Comparative Usability Study
University West, Department of Engineering Science, Division of Production Systems. (KAMPT iAIL)
GKN Aerospace Sweden AB, Flygmotorvägen 1, 461 38 Trollhättan (SWE).
GKN Aerospace Sweden AB, Flygmotorvägen 1, 461 38 Trollhättan (SWE).
University West, School of Business, Economics and IT, Divison of Informatics. (KAMPT iAIL)ORCID iD: 0000-0002-4005-9926
Show others and affiliations
2023 (English)In: Procedia CIRP, E-ISSN 2212-8271, Vol. 119, p. 734-739Article in journal (Refereed) Published
Abstract [en]

Inspection in Aerospace industry can, as well as many other industrial applications, benefit from using Augmented Reality (AR) due to its ability to superimpose helpful digital information in 3D, leading to fewer errors and decreased mental demand. However, each AR device has advantages and disadvantages, and not all AR devices are suitable for use in industrial settings. We compare a tripod-fitted-adjustable-arm tablet-based AR solution (Apple iPad Pro) to head-mounted AR (Microsoft HoloLens 2) and a traditional, computer screen-based human-machine interface (HMI), all three designed to guide operators based on previously performed AI-based image analysis. Following an iterative design process with three formative evaluations, a final field test in a real industrial shop floor engaging 6 professional inspectors revealed an overall preference for the tripod-fitted iPad variant which receiving the best scores in most dimensions covered in both a usability-focused SUS questionnaire (score 71) and a NASA-RTLX form focused on perceived workload. More specifically, the tripod-fitted iPad was considered more usable (SUS) than the classic computer display HMI (M=5.83, SD=4.92, p=0.034, N=6); the temporal demand (NASA-RTLX) was considered lower using the iPad compared to both HoloLens 2 and the HMI (M=6.67, SD=4.08, p=0.010; M=10.83, SD=9.70, p=0.040, N=6), respectively. 

Place, publisher, year, edition, pages
Elsevier, 2023. Vol. 119, p. 734-739
Keywords [en]
Aerospace industry; Hand held computers; Human computer interaction; Inspection; NASA; Aerospace; Automated visual inspection; Collaborative automation; Digital information; Human Machine Interface; Industrial settings; MicroSoft; Traditional computers; Usability evaluation; Usability studies; Augmented reality
National Category
Human Aspects of ICT
Research subject
Production Technology; Work Integrated Learning
Identifiers
URN: urn:nbn:se:hv:diva-21175DOI: 10.1016/j.procir.2023.03.122Scopus ID: 2-s2.0-85169900193OAI: oai:DiVA.org:hv-21175DiVA, id: diva2:1828221
Conference
Procedia CIRPOpen AccessVolume 119, Pages 734 - 7392023 33rd CIRP Design Conference, Sydney 17 May 2023, through 19 May 2023
Note

CC BY 4.0

Available from: 2024-01-16 Created: 2024-01-16 Last updated: 2024-09-04

Open Access in DiVA

fulltext(713 kB)62 downloads
File information
File name FULLTEXT01.pdfFile size 713 kBChecksum SHA-512
cbfe7396f8606fd900ad5b46acefcd36c0b993b62f765895e96c0c06f196727727c4d60fa9fc2e59d8fd3b81d5257a5c4eb6f0aeeaeee29781b6453982526928
Type fulltextMimetype application/pdf

Other links

Publisher's full textScopus

Authority records

Tobisková, NicolePederson, ThomasMalmsköld, Lennart

Search in DiVA

By author/editor
Tobisková, NicolePederson, ThomasMalmsköld, Lennart
By organisation
Division of Production SystemsDivison of Informatics
In the same journal
Procedia CIRP
Human Aspects of ICT

Search outside of DiVA

GoogleGoogle Scholar
Total: 62 downloads
The number of downloads is the sum of all downloads of full texts. It may include eg previous versions that are now no longer available

doi
urn-nbn

Altmetric score

doi
urn-nbn
Total: 154 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf