Machine learning-driven solutions for sustainable and dynamic flexible job shop scheduling under worker absences and renewable energy variability.

Belgacem Bettayeb https://orcid.org/0000-0003-0997-9529

Candice Destouet Houda Tlahig Belgacem Bettayeb Bélahcène Mazari Machine learning-driven solutions for sustainable and dynamic flexible job shop scheduling under worker absences and renewable energy variability. 107323 2026 186 Comput. Oper. Res. https://doi.org/10.1016/j.cor.2025.107323 db/journals/cor/cor186.html#DestouetTBM26 streams/journals/cor

Mohamed Amin Benatia Ahmed Nait Chabane M'hammed Sahnoun Belgacem Bettayeb Fault diagnosis using deep neural networks for industrial alarm sequence clustering. 220 2025 February 55 Appl. Intell. 3 https://doi.org/10.1007/s10489-024-06161-y db/journals/apin/apin55.html#BenatiaCSB25 streams/journals/apin

Lilia Ghizlene Allal Mohammed Bennekrouf Belgacem Bettayeb M'hammed Sahnoun Technologies and strategies for optimizing the potato supply chain: A systematic literature review and some ideas for application in the algerian context. 110171 2025 234 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110171 db/journals/cea/cea234.html#AllalBBS25 streams/journals/cea

Naihui He M'hammed Sahnoun David Zhang Belgacem Bettayeb A hybrid approach using ant colony optimisation for integrated scheduling of production and transportation tasks within flexible manufacturing systems. 107059 2025 180 Comput. Oper. Res. https://doi.org/10.1016/j.cor.2025.107059 db/journals/cor/cor180.html#HeSZB25 streams/journals/cor

Candice Destouet Houda Tlahig Belgacem Bettayeb Bélahcène Mazari Multi-objective sustainable flexible job shop scheduling problem: Balancing economic, ecological, and social criteria. 110419 2024 195 Comput. Ind. Eng. https://doi.org/10.1016/j.cie.2024.110419 db/journals/candie/candie195.html#DestouetTBM24 streams/journals/candie

Imen Bouzarkouna M'hammed Sahnoun Belgacem Bettayeb David Baudry Christian Gout Optimal Deployment of Fog-Based Solution for Connected Devices in Smart Factory. 5137-5146 2024 April 20 IEEE Trans. Ind. Informatics 4 https://doi.org/10.1109/TII.2023.3330336 db/journals/tii/tii20.html#BouzarkounaSBBG24

Candice Destouet Houda Tlahig Belgacem Bettayeb Bélahcène Mazari Dynamic and Sustainable Flexible Job Shop Scheduling Problem under Worker Unavailability Risk. 1126-1131 2024 CASE https://doi.org/10.1109/CASE59546.2024.10711610 conf/case/2024 db/conf/case/case2024.html#DestouetTBM24 Oussama Ben-Ammar Belgacem Bettayeb Ilhem Slama Alexandre Dolgui Supplier Selection Considering Flexibility, Order Splitting, and Uncertainty of lead times. 1135-1140 2024 CoDIT https://doi.org/10.1109/CoDIT62066.2024.10708511 conf/codit/2024 db/conf/codit/codit2024.html#BenAmmarBSD24 streams/conf/codit Ilhem Slama Taha Arbaoui Faicel Hnaien Oussama Ben-Ammar Belgacem Bettayeb Alexandre Dolgui Simultaneous Backward Reduction algorithm for disassembly lot-sizing under random ordering lead time. 2114-2119 2024 CoDIT https://doi.org/10.1109/CoDIT62066.2024.10708268 conf/codit/2024 db/conf/codit/codit2024.html#SlamaAHBBD24 streams/conf/codit Belgacem Bettayeb Oussama Ben-Ammar Ilhem Slama Alexandre Dolgui Bi-Objective Multi-Period Multi-Sourcing Supply Planning with Stochastic Lead-Times, Degressive Pricing, and Carbon Footprint<sup>*</sup>. 2324-2328 2024 CoDIT https://doi.org/10.1109/CoDIT62066.2024.10708096 conf/codit/2024 db/conf/codit/codit2024.html#BettayebBSD24 streams/conf/codit Candice Destouet Houda Tlahig Belgacem Bettayeb Bélahcène Mazari NSGA-II for Solving a Multi-objective, Sustainable and Flexible Job Shop Scheduling Problem. 548-562 2023 APMS (3) https://doi.org/10.1007/978-3-031-43670-3_38 conf/ifip5-7/2023-3 db/conf/ifip5-7/apms2023-3.html#DestouetTBM23

Merouane Mazar M'hammed Sahnoun Belgacem Bettayeb Nathalie Klement Anne Louis Simulation and optimization of robotic tasks for UV treatment of diseases in horticulture. 49-75 2022 22 Oper. Res. 1 https://doi.org/10.1007/s12351-019-00541-w https://www.wikidata.org/entity/Q126457458 db/journals/or/or22.html#MazarSBKL22

Bouziane Brik Mourad Messaadia M'hammed Sahnoun Belgacem Bettayeb Mohamed Amin Benatia Fog-supported Low-latency Monitoring of System Disruptions in Industry 4.0: A Federated Learning Approach. 14:1-14:23 2022 6 ACM Trans. Cyber Phys. Syst. 2 https://doi.org/10.1145/3477272 db/journals/tcps/tcps6.html#BrikMSBB22

Belgacem Bettayeb Oussama Ben-Ammar Alexandre Dolgui Multi-period Multi-sourcing Supply Planning with Stochastic Lead-Times, Quantity-Dependent Pricing, and Delivery Flexibility Costs. 511-518 2021 APMS (1) https://doi.org/10.1007/978-3-030-85874-2_54 conf/ifip5-7/2021-1 db/conf/ifip5-7/apms2021-1.html#BettayebAD21 Kader Sanogo Abdelkader Mekhalef Benhafssa M'hammed Sahnoun Belgacem Bettayeb Abdelghani Bekrar Multi-agent Simulation for Flexible Job-Shop Scheduling Problem with Traffic-Aware Routing. 573-583 2021 SOHOMA https://doi.org/10.1007/978-3-030-99108-1_41 conf/sohoma/2021 db/conf/sohoma/sohoma2021.html#SanogoBSBB21

Oussama Ben-Ammar Belgacem Bettayeb Alexandre Dolgui Integrated production planning and quality control for linear production systems under uncertainties of cycle time and finished product quality. 1144-1160 2020 58 Int. J. Prod. Res. 4 https://doi.org/10.1080/00207543.2019.1613580 db/journals/ijpr/ijpr58.html#AmmarBD20

Antoine Bailly Houda Tlahig Belgacem Bettayeb Mourad Messaadia M'hammed Sahnoun Human's New Roles to Ensure Resilience of Industrial Cyber-Physical Systems. 453-458 2020 ICPS https://doi.org/10.1109/ICPS48405.2020.9274775 conf/icphys/2020 db/conf/icphys/icps2020.html#BaillyTBMS20 Merouane Mazar Belgacem Bettayeb Nathalie Klement M'hammed Sahnoun Anne Louis Dynamic Scheduling of Robotic Mildew Treatment by UV-c in Horticulture. 496-507 2020 SOHOMA https://doi.org/10.1007/978-3-030-69373-2_36 conf/sohoma/2020 db/conf/sohoma/sohoma2020.html#MazarBKSL20

Wenjin Zhu Bruno Castanier Belgacem Bettayeb A dynamic programming-based maintenance model of offshore wind turbine considering logistic delay and weather condition. 2019 190 Reliab. Eng. Syst. Saf. https://doi.org/10.1016/j.ress.2019.106512 https://www.wikidata.org/entity/Q127802925 db/journals/ress/ress190.html#ZhuCB19

Bouziane Brik Belgacem Bettayeb M'hammed Sahnoun Fabrice Duval Towards Predicting System Disruption in Industry 4.0: Machine Learning-Based Approach. 667-674 2019 ANT/EDI40 https://doi.org/10.1016/j.procs.2019.04.089 https://www.wikidata.org/entity/Q127815302 conf/ant/2019 db/conf/ant/ant2019.html#BrikBSD19 Bouziane Brik Belgacem Bettayeb M'hammed Sahnoun Anne Louis Accuracy and Localization-Aware Rescheduling for Flexible Flow Shops in Industry 4.0. 1929-1934 2019 CoDIT https://doi.org/10.1109/CoDIT.2019.8820445 conf/codit/2019 db/conf/codit/codit2019.html#BrikBSL19

Belgacem Bettayeb Nadjib Brahimi David Lemoine Integrated dynamic single item lot-sizing and quality inspection planning. 2611-2627 2018 56 Int. J. Prod. Res. 7 https://doi.org/10.1080/00207543.2017.1385869 db/journals/ijpr/ijpr56.html#BettayebBL18

Mohammed Dahane M'hammed Sahnoun Belgacem Bettayeb David Baudry Hamza Boudhar Impact of spare parts remanufacturing on the operation and maintenance performance of offshore wind turbines: a multi-agent approach. 1531-1549 2017 28 J. Intell. Manuf. 7 https://doi.org/10.1007/s10845-015-1154-1 db/journals/jim/jim28.html#DahaneSBBB17

M'hammed Sahnoun Belgacem Bettayeb Samuel Bassetto Michel Tollenaere Simulation-based optimization of sampling plans to reduce inspections while mastering the risk exposure in semiconductor manufacturing. 1335-1349 2016 27 J. Intell. Manuf. 6 https://doi.org/10.1007/s10845-014-0956-x db/journals/jim/jim27.html#SahnounBBT16

Belgacem Bettayeb Samuel-Jean Bassetto Effects of process learning and product lifecycle on risk-based quality control plans. 505-510 2014 SysCon https://doi.org/10.1109/SysCon.2014.6819303 conf/syscon/2014 db/conf/syscon/syscon2014.html#BettayebB14 Lilia Ghizlene Allal Oussama Ben AmmarOussama Ben-Ammar Taha Arbaoui Antoine Bailly Samuel Bassetto Samuel-Jean Bassetto David Baudry Abdelghani Bekrar Mohamed Amin Benatia Abdelkader Mekhalef Benhafssa Mohammed Bennekrouf Hamza Boudhar Imen Bouzarkouna Nadjib Brahimi Bouziane Brik Bruno Castanier Ahmed Nait Chabane Mohammed Dahane Candice Destouet Alexandre Dolgui Fabrice Duval Christian Gout Naihui He Faicel Hnaien Nathalie Klement David Lemoine Anne Louis Merouane Mazar Bélahcène Mazari Mourad Messaadia M'hammed Sahnoun Kader Sanogo Ilhem Slama Houda Tlahig Michel Tollenaere David Zhang Wenjin Zhu