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Methodology for augmented reality-based adaptive assistance in industry

Article dans une revue avec comité de lecture
Auteur
MOMPEU, Grégoire
GUILLET, Christophe
ccMERIENNE, Frédéric
543315 Laboratoire d’Ingénierie des Systèmes Physiques et Numériques [LISPEN]
ccDANGLADE, Florence

URI
http://hdl.handle.net/10985/24563
DOI
10.1016/j.compind.2023.104021
Date
2024-01
Journal
Computers in Industry

Résumé

Industry 4.0 technologies are key elements for companies’ competitiveness. Among these technologies, Augmented Reality (AR) already shows great potential and results to assist workers through a large panel of industrial processes. Latest research suggests that AR systems should meet the user’s needs to deliver a personalized experience and therefore improve the adoption of the technology. Nevertheless, there is still a lack of theoretical guidance to design AR-based assistance capable of delivering both the right level of details of information and the best information design, based on the user’s needs. To address this problematic, we developed a methodology describing the principle of adaptive assistance as well as standard characteristics and criteria to design Augmented Reality-based Adaptive Assistance Systems (ARAAS). We applied this methodology on an industrial maintenance use case in the context of landing gears’ overhaul operation. The feedbacks from different profiles of inspectors underline the usefulness of such system and its capacity to deliver an assistance adapted to their needs.

Fichier(s) constituant cette publication

Nom:
LISPEN_CII_2023_MOMPEU.pdf
Taille:
6.534Mo
Format:
PDF
Fin d'embargo:
2024-07-01
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  • Laboratoire d’Ingénierie des Systèmes Physiques Et Numériques (LISPEN)

Documents liés

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  • Skill Level Monitoring Applied to AR Assisted Maintenance 
    Communication avec acte
    MOMPEU, Grégoire; ccCHRISTOPHE, GUILLET; ccMERIENNE, Frédéric; ccDANGLADE, Florence (Springer International Publishing, 2021)
    This paper presents a work in progress experiment about AR assisted inspection for maintenance. The purpose of this experiment is to define a set of indicators that could help to evaluate the skill level of a user during ...
  • Genetic Algorithm and VR for Assessing the Level of Expertise of Maintenance Operator 
    Communication avec acte
    FOLTYN, Axel; ccGUILLET, Christophe; ccDANGLADE, Florence; ccMERIENNE, Frederic (Springer Nature Switzerland, 2024-09)
    The study aims to find the features for assessing the level of a maintenance operator. A genetic algorithm is used to identify the most relevant features and reduce their size. Based on 30 different features entered, we ...
  • Choice of CAD Model Adaptation Process for Virtual Reality using Classification Techniques 
    Article dans une revue avec comité de lecture
    ccCHRISTOPHE, GUILLET; ccDANGLADE, Florence (CAD Solutions, LLC, 2022)
    Virtual reality and augmented reality (V/AR) are powerful techniques for training, assistance, or supporting activities in the industry. However, the deployment of V/AR techniques in the industry is held back by various ...
  • Smart adaptation of BIM for virtual reality, depending on building project actors’ needs: the nursery case 
    Communication avec acte
    RAIMBAUD, Pierre; HERNANDEZ, Tiberio; FIGUEROA, Pablo; ccMERIENNE, Frédéric; ccDANGLADE, Florence; ccLOU, Ruding (IEEE, 2018)
    Nowadays, virtual reality (VR) is widely used in the AEC (architecture, engineering and construction) industry. One crucial issue is how to reuse Building Information Modeling (BIM) models in VR applications. This paper ...
  • Evaluating Added Value of Augmented Reality to Assist Aeronautical Maintenance Workers - Experimentation on On-Field Use Case 
    Communication avec acte
    LOIZEAU, Quentin; ABABSA, Fakhreddine; ccMERIENNE, Frédéric; ccDANGLADE, Florence (2019)
    Augmented Reality (AR) technology facilitates interactions with information and understanding of complex situations. Aeronautical Maintenance combines complexity induced by the variety of products and constraints associated ...

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