Description du projet
Des technologies pour des diagnostics et pronostics de santé en temps réel
L’industrie manufacturière en Europe subit une transformation écologique et numérique. Toutefois, malgré les progrès considérables réalisés dans le domaine de la surveillance de la santé grâce aux nouvelles technologies et à l’IA, la plupart des approches reposent encore sur des indicateurs de rudimentaires définis il y a plus d’un demi-siècle. Parallèlement, la communauté des tribologues étudie activement les contacts aux échelles micro et macro, là où les charges sont appliquées et où l’usure, les dommages et les défauts se produisent. Ces deux communautés, d’une part la surveillance des conditions, les pronostics et la gestion de la santé, et, d’autre part, la tribologie, suivent des voies distinctes. Le projet PATRON, financé par le programme MSCA, vise à concevoir la prochaine génération de technologies de surveillance et de gestion de la santé pour des diagnostics et des pronostics en temps réel. Pour ce faire, l’équipe collaborera avec dix doctorants interdisciplinaires.
Objectif
European manufacturing is at the centre of a twin ecological and digital transition, being both driver and subject to these changes. At the same time, manufacturing companies must maintain technological leadership and stay competitive. The size and the complexity of the associated challenges - such as the integration of Artificial Intelligence, the use of industrial data, the transformation into a circular economy and the need for agility and responsiveness - requires pooling of resources and a novel approach of cooperation. The objective of the PATRON project is to develop the next generation of PHM methodologies, algorithms and technologies, so enabling condition monitoring, with the focus on real-time diagnostics and prognostics. This objective will be achieved by having 10 Doctoral Candidates (DCs) working closely and interacting frequently in this inter-disciplinary and multi-disciplinary area. Despite remarkable progresses in health monitoring boosted by new technologies and AI, most approaches still rely on the use of rudimentary HIs defined more than half a century ago. On the other hand the Community of Tribology is working at the micro and the macroscale of the contacts where loads are applied and wear, damage and faults occur. Impressively enough the two communities, Condition Monitoring/Prognostics and Health Management and Tribology, are following separate paths. The proposed PATRON project brings together the two communities and doctoral candidates and experienced specialists from key players in academia and industry across Europe covering different scientific disciplines and industrial stakeholders from a broad range of backgrounds to optimally tackle the challenges ahead. The PATRON Fellows will be trained in innovative PhD topics as well as receiving specific theoretical and practical education in the fields of mechanical engineering and computer science, focusing towards the next generation Prognostics and Health Management techniques.
Champ scientifique
Mots‑clés
Programme(s)
- HORIZON.1.2 - Marie Skłodowska-Curie Actions (MSCA) Main Programme
Régime de financement
HORIZON-TMA-MSCA-DN - HORIZON TMA MSCA Doctoral NetworksCoordinateur
3000 Leuven
Belgique