Modular mobile manipulators coalition formation through distributed transportation tasks allocation

octobre 2020
Ingénierie & Outils numériques
Articles dans des revues internationales ou nationales avec comité de lecture
Auteurs : Souleymane MOUSSA (LINEACT), Belgacem BETTAYEB (LINEACT), M'hammed SAHNOUN (LINEACT), Fabrice DUVAL (LINEACT), Abdelaziz BENSRHAIR (LITIS)
Journal : Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, 2 octobre 2020

The use of mobile manipulators for transportation tasks has provided solutions to several flexibility problems in manufacturing systems. Mobile manipulators are mobile entities equipped with robotic arm for loading and unloading of parts and an Automated Guided Vehicle (AGV) for their transport. In order to increase further the flexibility of these systems, the mobile manipulators could be modular, where their two entities are able to work together or separately. The assignment of transportation operations to different smart entities working together is a complex problem, which has not been addressed sufficiently in the literature. This paper proposes a model of the optimisation of operation and task assignment based on two-level decision process and an auction mechanism. This paper proposes a two-stage decision approach for transportation task assignment, which is based on auction mechanism and a coalition formation process modeled with integer linear programming. A real use case has been implemented to test the efficiency of the proposed method. The proposed approach gives promising results that are discussed.