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Article Dans Une Revue International Journal of Production Research Année : 2017

Pollux: a dynamic hybrid control architecture for flexible job shop systems

Résumé

Nowadays, manufacturing control systems can respond more effectively to exigent market requirements and real-time demands. Indeed, they take advantage of changing their structural and behavioural arrangements to tailor the control solution from a diverse set of feasible configurations. However, the challenge of this approach is to determine efficient mechanisms that dynamically optimise the configuration between different architectures. This paper presents a dynamic hybrid control architecture that integrates a switching mechanism to control changes at both structural and behavioural level. The switching mechanism is based on a genetic algorithm and strives to find the most suitable operating mode of the architecture with regard to optimality and reactivity. The proposed approach was tested in a real flexible job shop to demonstrate the applicability and efficiency of including an optimisation algorithm in the switching process of a dynamic hybrid control architecture.

Dates et versions

hal-03429363 , version 1 (15-11-2021)

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Citer

José-Fernando Jimenez Gordillo, Abdelghani Bekrar, Gabriel Zambrano Rey, Damien Trentesaux, Paulo Leitão. Pollux: a dynamic hybrid control architecture for flexible job shop systems. International Journal of Production Research, 2017, 55 (15), pp.4229-4247. ⟨10.1080/00207543.2016.1218087⟩. ⟨hal-03429363⟩
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