Enseignant-chercheur

BETTAYEB Belgacem

Contact

Email :
Téléphone : +33 6 62 44 74 78

8 Bd Louis XIV
5900 LILLE

Équipe de recherche

Ingénierie et Outils numériques

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.

Activités pédagogiques

  • Disciplines : Génie Industriel
  • Niveaux : Ingénieurs 1ère et 2ème années, masters

Formation

  • Doctorat
    Université de Grenoble Alpes, 2012
    Spécialité Génie Industriel : Conception et optimisation.
  • Master Recherche
    Université de Technologie de Troyes, 2005
    Spécialisé Optimisation et Sûreté des Systèmes
  • Diplôme d’Ingénieur
    Université de Technologie de Troyes, 2004
    Filière Génie des Systèmes Industriels

Programmes de recherche en cours

  • Projet RIN AntiHPert
  • Projet OPTIMAN
  • Projet interne ReCPPS

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

Synthèse (2018-2023)

  • ACL : 9
  • ACTI : 14
  • ACTN : 5

Publications sélectionnées (5 dernières années)

Revues internationales à comité de lecture

[1]     Kader Sanogo, Abdelkader Mekhalef Benhafssa, M’hammed Sahnoun, Belgacem Bettayeb, Moussa Abderrahim, and Abdelghani Bekrar. A multi-agent system simulation based approach for collision avoidance in integrated job-shop scheduling problem with transportation tasks. Journal of Manufacturing Systems, 68:209–226, 2023.

[2]     Candice  Destouet,  Houda  Tlahig,  Belgacem  Bettayeb,  and  B´elahc`ene Mazari. Flexible job shop scheduling problem under industry 5.0: A sur- vey on human reintegration, environmental consideration and resilience improvement. Journal of Manufacturing Systems, 67:155–173, 2023.

[3]     Bouziane Brik, Mourad Messaadia, M’hammed Sahnoun, Belgacem Bet- tayeb, and Mohamed Amin Benatia. Fog-supported low-latency monitor- ing of system disruptions in industry 4.0: A federated learning approach. ACM Transactions on Cyber-Physical Systems (TCPS), 6(2):1–23, 2022.

[4]     Vincent Havard, M’hammed Sahnoun, Belgacem Bettayeb, Fabrice Du- val, and David Baudry. Data architecture and model design for indus- try 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, 2021.

[5]     Souleymane Moussa G, Belgacem Bettayeb, M’hammed Sahnoun, Fab- rice Duval, and Abdelaziz Bensrhair. 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, 2021.

[6]     Merouane Mazar, M’hammed Sahnoun, Belgacem Bettayeb, Nathalie Klement, and Anne Louis. Simulation and optimization of robotic tasks for uv treatment of diseases in horticulture. Operational Research, 2020.

[7]     Oussama Ben-Ammar, Belgacem Bettayeb, and Alexandre Dolgui. Op- timization of multi-period supply planning under stochastic lead times and a dynamic demand. International Journal of Production Economics, 218:106–117, 2019.

[8]     Wenjin Zhu, Bruno Castanier, and Belgacem Bettayeb. A dynamic programming-based maintenance model of offshore wind turbine con- sidering logistic delay and weather condition. Reliability Engineering & System Safety, 190:106512, 2019.

[9]     Belgacem Bettayeb, Nadjib Brahimi, and David   Lemoine.  Inte- grated dynamic single item lot-sizing and quality inspection planning. International Journal of Production Research, 56(7):2611–2627, 2018.

 Conférences internationales à comité de lecture

[1]     Candice  Destouet,  Houda  Tlahig,  Belgacem  Bettayeb,  and  B´elahc`ene Mazari. NSGA-II for solving a multi-objective, sustainable and flexi- ble job shop scheduling problem. In IFIP International Conference on Advances in Production Management Systems, pages 548–562. Springer Nature Switzerland Cham, 2023.

[2]     Mustapha Anwar Brahami, Belgacem Bettayeb, and M’Hammed Sah- noun. Sustainable and flexible hub location problem. In 2023 International Conference On Cyber Management And Engineering (CyMaEn), pages 544–549. IEEE, 2023.

[3]     Merouane Mazar, Belgacem Bettayeb, Nathalie Klement, Mhammed Sahnoun, and Anne Louis. Sim-optimization hybrid approach for scheduling randomly deteriorating treatment tasks in horticulture. IFAC-PapersOnLine, 55(10):538–543, 2022.

[4]     Belgacem Bettayeb, Oussama Ben-Ammar, and Alexandre Dolgui. 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, pages 511–518. Springer International Publishing Cham, 2021.

[5]     Lancelot  Martin,   Mario  Gonz´alez-Romo,   M’hammed  Sahnoun,   Bel- gacem Bettayeb, Naihui He, and James Gao. 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), pages 1–5. IEEE, 2021.

[6]     Merouane Mazar, Belgacem Bettayeb, Nathalie Klement, M’hammed Sahnoun, and Anne Louis. 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), pages 1–5. IEEE, 2021.

[7]     Antoine Bailly, Houda Tlahig, Belgacem Bettayeb, Mourad Messaadia, and M’hammed Sahnoun. Human’s new roles to ensure resilience of in-dustrial cyber-physical systems. In 2020 IEEE Conference on Industrial Cyberphysical Systems (ICPS), volume 1, pages 453–458. IEEE, 2020.

[8]     Merouane Mazar, Belgacem Bettayeb, Nathalie Klement, M’hammed Sahnoun, and Anne LOUIS. Dynamic scheduling of robotic mildew treatmentby uv-c in horticulture. In SOHOMA 2020, 2020.

[9]     M’hammed Sahnoun, Yiyi Xu, Belgacem Bettayeb, Imen Bouzark- ouna,  David Baudry,  and Anne Louis.   Fractal modeling of cy- ber physical production system using multi-agent systems.  In 2019 International Conference on Applied Automation and Industrial Diagnostics (ICAAID), volume 1, pages 1–6. IEEE, 2019.

[10]     Bouziane Brik, Belgacem Bettayeb, M’hammed Sahnoun, and Anne Louis. 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), pages  1929–1934. IEEE, 2019.

[11]     Lazher Zaidi, Belgacem Bettayeb, and M’hammed Sahnoun. Task allo- cation based on shared resource constraint for multi-robot systems in manufacturing industry. In IFAC MIM 2019, 2019.

[12]     Oussama Ben Ammar, Belgacem Bettayeb, and Alexandre Dolgui. Mathematical model for dynamic suppliers’ selection strategy in multi- period supply planning with lead-times uncertainty. In IFAC MIM 2019, 2019.

[13]    Bouziane Brik, Belgacem Bettayeb, M’hammed Sahnoun, and Fabrice Duval. Towards predicting system disruption  in  industry  4.0: Ma- chine learning-based approach. Procedia computer science, 151:667– 674, 2019.

[14]     Merouane Mazar, M’Hammed Sahnoun, Belgacem Bettayeb, and Nathalie Klement. Optimization of robotized tasks for the uv-c treat- ment of diseases in horticulture. In The 2018 International Conference of the African Federation of Operational Research Societies (AFROS 2018), 2018.