A simulated annealing approach for optimizing layout design of reconfigurable manufacturing system based on the workstation properties
Langue
EN
Article de revue
Ce document a été publié dans
IFAC-PapersOnLine. 2022-01-01, vol. 55, n° 10, p. 1657-1662
Résumé en anglais
The problem studied focuses on facility layout problems (FLP) that arise in reconfigurable manufacturing systems. The goal is to reduce the distance traveled by an automatic guided vehicle (AGV) to move products between ...Lire la suite >
The problem studied focuses on facility layout problems (FLP) that arise in reconfigurable manufacturing systems. The goal is to reduce the distance traveled by an automatic guided vehicle (AGV) to move products between several workstations. The proposed solving approach takes into account the empty and loaded travels made by this vehicle as well as the machine's properties (i.e. layout, orientations, shapes of workstations). We use simulated annealing to optimize this problem. The findings demonstrate the impact of the modification of the layout, the orientation, the shape, and the benefits of using the three together. In addition, we study two different ways to optimize the solution: each property independently (i.e. sequentially) or all properties together. Preliminary results show that the sequential method outperforms the latter in terms of distance gain.< Réduire
Mots clés
Layout design
Reconfigurable Manufacturing System
Optimization
Simulated annealing
Unités de recherche