Industry 5.0 use cases development framework
Article dans une revue avec comité de lecture
Auteur
GOUJON, Alexandre
1067790 Laboratoire d'Automatique, de Mécanique et d'Informatique industrielles et Humaines - UMR 8201 [LAMIH]
1067790 Laboratoire d'Automatique, de Mécanique et d'Informatique industrielles et Humaines - UMR 8201 [LAMIH]
ROSIN, Frédéric
1067790 Laboratoire d'Automatique, de Mécanique et d'Informatique industrielles et Humaines - UMR 8201 [LAMIH]
1067790 Laboratoire d'Automatique, de Mécanique et d'Informatique industrielles et Humaines - UMR 8201 [LAMIH]
MAGNANI, Florian
108098 Centre d'Études et de Recherche en Gestion d'Aix-Marseille [CERGAM]
300415 École Centrale de Marseille [ECM]
108098 Centre d'Études et de Recherche en Gestion d'Aix-Marseille [CERGAM]
300415 École Centrale de Marseille [ECM]
Date
2024-01-31Journal
International Journal of Production ResearchRésumé
The Industry 5.0 concept has placed human needs at the heart of industrial processes. This raises the question of how new technologies can enhance employee decision-making processes and influence the evolution of team autonomy. Recent studies have shown that the best way to measure these impacts is to conduct experiments in complex and realistic environmental settings. However, the main methods cannot satisfy this requirement while controlling the events and associated variables, whereas a set of use cases can. Therefore, a model should be defined to generate and structure these use cases while validating their relevance. Following the decomposition of the global research objective and case-definition recommendations, this study proposes a framework for designing complementary use cases to evaluate the impact of new technologies on emerging autonomy models in a structured, realistic, and global manner. Based on widely recognised related work, the 6-step framework helps define a coherent context specifying the business process model, agent, autonomy, technologies to be implemented, their fields of action, detailed variable collection protocol, and experimental setup. A cross-analysis of existing cases from the literature and empirical use of the framework validated the relevance of the model in designing experimental environments that are close to real-world settings.
Fichier(s) constituant cette publication
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- LISPEN_IJPR_2024_ROSIN.pdf
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- 4.798Mo
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- Article
- Fin d'embargo:
- 2024-07-31
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Documents liés
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Communication avec acteROSIN, Frédéric; MAGNANI, Florian; JOBLOT, Laurent; FORGET, Pascal; PELLERIN, Robert; LAMOURI, Samir (Elsevier BV, 2022-10)Industry 4.0 is leading to rethink how operational decisions are made within companies. In particular, it raises the question of the evolution of employee involvement and autonomy in operational decision-making in a Lean ...
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Communication avec acteCOUTURE, Loic; PASSALACQUA, Mario; JOBLOT, Laurent; MAGNANI, Florian; PELLERIN, Robert; LEGER, Pierre-Majorique (2024-02-07)The integration of Artificial Intelligence (AI) in manufacturing is shifting the focus of operators from manual labor to cognitive supervision roles. While this transition demands more engagement from operators, the less ...
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Article dans une revue avec comité de lecturePASSALACQUA, Mario; JOBLOT, Laurent; MAGNANI, Florian; PELLERIN, Robert; LEGER, Pierre-Majorique (2024-05-30)Sustaining optimal task engagement is becoming vital in smart factories, where manufacturing operators' roles are increasingly shifting from hands-on machinery tasks to supervising complex automated systems. However, because ...
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Article dans une revue avec comité de lectureMOEUF, Alexandre; PELLERIN, Robert; LAMOURI, Samir; TAMAYO, Simon; BARBARAY, Rodolphe (Taylor et Francis, 2018)Industry 4.0 provides new paradigms for the industrial management of SMEs. Supported by a growing number of new technologies, this concept appears more flexible and less expensive than traditional enterprise information ...
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Article dans une revue avec comité de lectureMOEUF, Alexandre; LAMOURI, Samir; PELLERIN, Robert; TOBON VALENCIA, Estefania; EBURDY, Romain (Informa UK Limited, 2019-07-04)SMEs, as prominent actors in industry, must meet more and more complex customer expectations. Recently, the concept of Industry 4.0 has emerged. This new approach enables the control of production processes by providing ...