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Artificial Intelligence for improved PROduction efFICIEncy, quality and maiNTenance

Description du projet

Utiliser la technologie de l’IA pour améliorer la fabrication

L’industrie de la fabrication et du traitement peut bénéficier des technologies de l’intelligence artificielle (IA). En combinant les connaissances humaines et les capacités de l’IA, le projet AI-PROFICIENT, financé par l’UE, développera des stratégies de contrôle proactives afin d’améliorer les processus de fabrication en termes d’efficacité de la production, de qualité et de maintenance. L’objectif global consiste à augmenter l’impact positif de la technologie de l’IA sur le processus de fabrication dans son ensemble, tout en laissant l’humain occuper une position centrale, assumant des fonctions de contrôle (avec supervision humaine) et exécutives (humain aux commandes). En identifiant les instruments efficaces de l’interaction homme-machine, le projet aidera l’industrie de la fabrication et du traitement d’Europe à améliorer la planification et la mise en œuvre de la production.

Objectif

The AI-PROFICIENT project will pave the way for integration of advanced AI technologies to manufacturing domain through an evolution from hierarchical and reactive decision making to self-learning and proactive control strategies. The proposed approach is underpinned by predictive and prescriptive AI analytics at both component and system level, by cross-fertilizing edge and platform AI, while leveraging the human knowledge and feedback for reinforcement learning (human-in-the-loop). AI-PROFICIENT aspires to bring advanced AI technologies to manufacturing and process industry, while improving the production planning and execution, and facilitating the collaboration between humans and machines. Taking the full advantage of AI capabilities and human knowledge, AI-PROFICIENT will develop proactive control strategies to improve the manufacturing process over three main vectors: production efficiency, quality and maintenance. AI-PROFICIENT will increase the positive impact of AI technology on the manufacturing process as a whole, while keeping the human in central position, assuming supervisory (human-on-the-loop) and executive (human-in-command) roles. AI-PROFICIENT intends to identify the effective means for human-machine interaction, while respecting the safety and security requirements and following the ethical principles, in order to enable: event identification and prediction, operation scenarios simulation, transparent decision and optimal control, and personalized shop-floor assistance. Such an approach will ensure that the ambitious, but realistic project targets, namely to improve production planning and execution, as well as to facilitate the human-machine collaboration, are achievable for the European manufacturing and process industry. The implementation of this novel concept will be based on the results of several recently finished European R&D projects, which will be demonstrated in two pilot sites, under different scenarios of significant economic value.

Appel à propositions

H2020-ICT-2018-20

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Sous appel

H2020-ICT-2020-1

Coordinateur

UNIVERSITE DE LORRAINE
Contribution nette de l'UE
€ 662 500,00
Adresse
COURS LEOPOLD 34
54052 Nancy Cedex
France

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Région
Grand Est Lorraine Meurthe-et-Moselle
Type d’activité
Higher or Secondary Education Establishments
Liens
Coût total
€ 730 000,00

Participants (10)