Sociotechnical System Digital Twin as an Organizational-enhancer applied to Helicopter Engines Maintenance
| dc.rights.license | open | en_US |
| hal.structure.identifier | ESTIA INSTITUTE OF TECHNOLOGY | |
| dc.contributor.author | LORENTE, Quentin | |
| hal.structure.identifier | ESTIA INSTITUTE OF TECHNOLOGY | |
| dc.contributor.author | VILLENEUVE, Eric
ORCID: 0000-0003-0273-2267 IDREF: 164630686 | |
| hal.structure.identifier | ESTIA INSTITUTE OF TECHNOLOGY | |
| dc.contributor.author | MERLO, Christophe
ORCID: 0000-0002-7010-306X IDREF: 79158552 | |
| hal.structure.identifier | ESTIA INSTITUTE OF TECHNOLOGY | |
| dc.contributor.author | BOY, Guy Andre | |
| dc.contributor.author | THERMY, Francois | |
| dc.date.accessioned | 2023-04-04T09:54:17Z | |
| dc.date.available | 2023-04-04T09:54:17Z | |
| dc.date.issued | 2022-12-26 | |
| dc.date.conference | 2022-12-07 | |
| dc.identifier.isbn | 978-1-6654-8687-3, 978-1-6654-8688-0 | |
| dc.identifier.uri | https://oskar-bordeaux.fr/handle/20.500.12278/172720 | |
| dc.description.abstractEn | This research work aims at improving collective decision-making and learning through a digital twin of the organization in the context of a complex industrial activity such as helicopter engine maintenance. Field and bibliographic studies allowed to determine that the digital twin should be based on a multi-agent system model for reasons of flexibility and modularity necessary in this constantly changing environment. The digital twin is intended to adapt to the organization but also to enhance it by including missing information flows. This paper presents the agent model chosen and inspired from reinforcement learning and how it allowed to identify these missing flows. The importance of interfaces in the digital twin and what they should contain to integrate agents is shown, as well as the psychosocial aspects to be considered for humans to handle their design. | |
| dc.language.iso | EN | en_US |
| dc.publisher | IEEE | en_US |
| dc.subject.en | Adaptation models | |
| dc.subject.en | Decision making | |
| dc.subject.en | Helicopters | |
| dc.subject.en | Collaboration | |
| dc.subject.en | Psychology | |
| dc.subject.en | Maintenance engineering | |
| dc.subject.en | Digital twins | |
| dc.title.en | Sociotechnical System Digital Twin as an Organizational-enhancer applied to Helicopter Engines Maintenance | |
| dc.type | Communication dans un congrès avec actes | en_US |
| dc.identifier.doi | 10.1109/IEEM55944.2022.9989843 | en_US |
| dc.subject.hal | Sciences de l'ingénieur [physics]/Autre | en_US |
| bordeaux.hal.laboratories | ESTIA - Recherche | en_US |
| bordeaux.institution | Université de Bordeaux | en_US |
| bordeaux.institution | Bordeaux INP | en_US |
| bordeaux.institution | Bordeaux Sciences Agro | en_US |
| bordeaux.conference.title | IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) | en_US |
| bordeaux.country | my | en_US |
| bordeaux.title.proceeding | IEEE International Conference on Industrial Engineering and Engineering Management (IEEM) | en_US |
| bordeaux.conference.city | Kuala Lumpur | en_US |
| bordeaux.peerReviewed | oui | en_US |
| bordeaux.import.source | hal | |
| hal.identifier | hal-03920816 | |
| hal.version | 1 | |
| hal.export | false | |
| workflow.import.source | hal | |
| dc.rights.cc | Pas de Licence CC | en_US |
| bordeaux.COinS | ctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.date=2022-12-26&rft.au=LORENTE,%20Quentin&VILLENEUVE,%20Eric&MERLO,%20Christophe&BOY,%20Guy%20Andre&THERMY,%20Francois&rft.isbn=978-1-6654-8687-3,%20978-1-6654-8688-0&rft.genre=proceeding |
