BETTAYEB Belgacem

Thèmes de recherche

• Gestion de production 4.0 : Méthodes intelligentes, réactives et robustes
• Optimisation des processus connexes de production : Maintenance, Qualité, Approvisionnement, …
• Maîtrise des systèmes de production : Vers des systèmes sûrs, adaptatifs et résilients.

Encadrement de thèses

Thèses en cours 

• Candice DESTOUET, « Application des techniques d’IA aux problèmes d’ordonnancement dynamique d'ateliers de type  « job shop flexible » dans le contexte d'Industrie 5.0.», avril 2022 -> mars 2025 
• Nourddine BOUAZIZ, « Ordonnancement dynamique prédictif d’atelier de production flexible sous incertitude du comportement humain », avril 2022 -> mars 2025

Thèses soutenues 

• Merouane MAZAR, « Simulation et optimisation de la gestion dynamique de tâches évolutives sur des robots mobiles autonomes », soutenue le 10 janvier 2022.

Publications sélectionnées (5 dernières années)

Revues internationales à comité de lecture

• Brik, B., Messaadia, M., Sahnoun, M. H., Bettayeb, B., & Benatia, M. A. (2021). Fog-supported Low Latency Monitoring of System Disruptions in Industry 4.0: A Federated Learning Approach. ACM Transactions on Cyber-Physical Systems.
• Havard, V., Sahnoun, M. H., Bettayeb, B., Duval, F., & Baudry, D. (2021). Data architecture and model design for Industry 4.0 components integration in cyber-physical production systems. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 235(14), 2338-2349.
• Moussa G, S., Bettayeb, B., Sahnoun, M. H., Duval, F., & Bensrhair, A. (2021). Modular mobile manipulators coalition formation through distributed transportation tasks allocation. Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 235(14), 2262-2272.
• Ben-Ammar, O., Bettayeb, B., & Dolgui, A. (2020). Integrated production planning and quality control for linear production systems under uncertainties of cycle time and finished product quality. International Journal of Production Research, 58(4), 1144-1160.
• Mazar, M., Sahnoun, M. H., Bettayeb, B., Klement, N., & Louis, A. (2020). Simulation and optimization of robotic tasks for UV treatment of diseases in horticulture. Operational Research, 1-27.
• Ben-Ammar, O., Bettayeb, B., & Dolgui, A. (2019). Optimization of multi-period supply planning under stochastic lead times and a dynamic demand. International Journal of Production Economics, 218, 106-117.
• Zhu, W., Castanier, B., & Bettayeb, B. (2019). A dynamic programming-based maintenance model of offshore wind turbine considering logistic delay and weather condition. Reliability Engineering & System Safety, 190, 106512.
• Bettayeb, B., Brahimi, N., & Lemoine, D. (2018). Integrated dynamic single item lot-sizing and quality inspection planning. International Journal of Production Research, 56(7), 2611-2627.
• Dahane, M., Bettayeb, B., Baudry, D., & Boudhar, H. (2017). Impact of spare parts remanufacturing on the operation and maintenance performance of offshore wind turbines: a multi-agent approach. Journal of Intelligent Manufacturing, 28(7), 1531-1549.

  Conférences internationales à comité de lecture

• Bettayeb, B., Ben-Ammar, O., & Dolgui, A. (2021, September). Multi-period Multi-sourcing Supply Planning with Stochastic Lead-Times, Quantity-Dependent Pricing, and Delivery Flexibility Costs. In IFIP International Conference on Advances in Production Management Systems (pp. 511-518). Springer, Cham.
• Martin, L., González-Romo, M., Sahnoun, M. H., Bettayeb, B., He, N., & Gao, J. (2021, May). Effect of Human-Robot Interaction on the Fleet Size of AIV Transporters in FMS. In 2021 1st International Conference On Cyber Management And Engineering (CyMaEn) (pp. 1-5). IEEE.
• Benhafssa, A. M., Sahnoun, M. H., Bettayeb, B., & Bekrar, A. (2021, May). Optimizing Energy-Conscious Dynamic Flexible Job Shop Scheduling: Multi-agent Simulation Approach. In 2021 1st International Conference On Cyber Management And Engineering (CyMaEn) (pp. 1-6). IEEE.
• Mazar, M., Bettayeb, B., Klement, N., Sahnoun, M. H., & Louis, A. (2021, May). Multi-agent Simulation to Predict Global Behavior of Population Based on Elementary Local Markovian model. In 2021 1st International Conference On Cyber Management And Engineering (CyMaEn) (pp. 1-5). IEEE.
• Bailly, A., Tlahig, H., Bettayeb, B., Messaadia, M., & Sahnoun, M. H. (2020, June). Human’s new roles to ensure resilience of industrial cyber-physical systems. In 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS) (Vol. 1, pp. 453-458). IEEE.
• Mazar, M., Bettayeb, B., Klement, N., & Louis, A. (2020, October). Dynamic scheduling of robotic mildew treatment by UV-c in horticulture. In International Workshop on Service Orientation in Holonic and Multi-Agent Manufacturing (pp. 496-507). Springer, Cham.
• Sahnoun, M., Xu, Y., Bettayeb, B., Bouzarkouna, I., Baudry, D., & Louis, A. (2019). Fractal modeling of Cyber physical production system using multi-agent systems. IEEE 3rd International Conference on Applied Automation and Industrial Diagnostics (ICAAID2019), Elazig, Turkey, September 25-27.
• Havard, V., Sahnoun, M., Bettayeb, B., & Baudry, D. (2019). An Architecture for Data Management, Visualisation and Supervision of Cyber-Physical Production Systems. In Advances in Manufacturing Technology XXXIII (pp. 81-86). IOS Press.
• Brik, B., Bettayeb, B., Sahnoun, M. H., & Louis, A. (2019, April). Accuracy and localization-aware rescheduling for flexible flow shops in industry 4.0. In 2019 6th International Conference on Control, Decision and Information Technologies (CoDIT) (pp. 1929-1934). IEEE.
• Zaidi, L., Sahnoun, M., & Bettayeb, B. (2019). Task allocation based on shared resource constraint for multi-robot systems in manufacturing industry. IFAC-PapersOnLine, 52(13), 2020-2025.
• Ben-Ammar, O., Bettayeb, B., & Dolgui, A. (2019). Mathematical model for dynamic suppliers’ selection strategy in multi-period supply planning with lead-times uncertainty. IFAC-PapersOnLine, 52(13), 1040-1044.
• Brik, B., Bettayeb, B., Sahnoun, M. H., & Duval, F. (2019). Towards predicting system disruption in industry 4.0: machine learning-based approach. Procedia computer science, 151, 667-674.
• Mazar, M., Sahnoun, M. H., Bettayeb, B., & Klement, N. (2018). Optimization of robotized tasks for the UV-C treatment of diseases in horticulture. In The 2018 International Conference of the African Federation of Operational Research Societies (AFROS 2018).
• Ben-Ammar, O., Bettayeb, B., & Dolgui, A. (2017, October). Supply planning optimization for linear production system with stochastic lead-times and quality control. In International Conference on Industrial Engineering and Systems Management (IESM 2017).
• Bettayeb, B., Castanier, B., & Zhu, W. (2017). An adaptive condition-based maintenance planning approach: An offshore wind turbine case study. In 27th European Safety and Reliability Conference (Esrel 2017).