Multi-objective optimization of assembly lines with workers fatigue consideration

Mohammed-Amine Abdous 1, 2, 3 Xavier Delorme 1, 2 Daria Battini 4 Fabio Sgarbossa 4 Sandrine Berger-Douce 5, 2, 6
1 LIMOS - Laboratoire d'Informatique, de Modélisation et d'Optimisation des Systèmes
2 Mines Saint-Étienne MSE - École des Mines de Saint-Étienne
3 University of Padoua
4 Dpt. Management and Engineering
5 Mines Saint-Etienne, Univ Lyon, Univ Lumière, Univ Jean Monnet, EA 4161 COACTIS, Institut Henri Fayol, Departement MRI, F - 42023 Saint-Etienne France
6 COACTIS
Abstract : The work-related musculoskeletal disorders (MSDs) occur when the worker’s capabilities do not match the physical demands of work. In assembly lines, with the execution of repetitive tasks, workers are exposed to fatigue and ergonomics risks. Thus, there is a need to find compromises between assembly lines performance and physical demands and ergonomics. In this work, we introduce a general fatigue criterion for assessing workers fatigue. We propose a multi-objective mixed-integer linear programming model for the assembly line balancing problem with consideration of workers fatigue. We use ε-constraint approach to address both objectives and present the Pareto front. Experiments on instances from the literature are performed and discussed to highlight the trade-off between the numbers of workstations and fatigue.
Keywords : Assembly Line Balancing Problem Multi-objective Ergonomics Fatigue Human Factors
Type de document :
Article dans une revue
IFAC-PapersOnLine, Elsevier, 2018, 16th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2018, Bergamo, Italy, 11-13 June 2018, 51 (11), pp.698 - 703. 〈10.1016/j.ifacol.2018.08.400〉
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https://hal-emse.ccsd.cnrs.fr/emse-01876108
Contributeur : Florent Breuil <>
Soumis le : mardi 18 septembre 2018 - 10:47:33
Dernière modification le : mercredi 19 décembre 2018 - 15:46:49

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EMSE | DEMO-ENSMSE | EPICE-ENSMSE | FAYOL-ENSMSE | COACTIS | LIMOS | TDS-MACS | SIGMA-CLERMONT | UNIV-ST-ETIENNE | PRES_CLERMONT

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Mohammed-Amine Abdous, Xavier Delorme, Daria Battini, Fabio Sgarbossa, Sandrine Berger-Douce. Multi-objective optimization of assembly lines with workers fatigue consideration. IFAC-PapersOnLine, Elsevier, 2018, 16th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2018, Bergamo, Italy, 11-13 June 2018, 51 (11), pp.698 - 703. 〈10.1016/j.ifacol.2018.08.400〉. 〈emse-01876108〉

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