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A Unified PSO-based method for scheduling of multi-hoists in advanced Galvanic plants

Conference Paper
Publication Date:
2020
abstract:
In this work, we propose a method based on the unified particle swarm optimization (UPSO) for no-wait multi-hoist scheduling, including a collision avoidance heuristic. Conflicts due to track sharing between hoists and no-wait con- straints represent major issues to be addressed. Consequently, a complex optimization problem has to be solved dynamically, to identify the best operating strategy to be executed depending on the characteristics of the current job list. A decomposition procedure has been developed to speed up the solution of the large-scale optimization problem at hand. The proposed approach is demonstrated on a real galvanic process layout, showing the improved performances achieved by the proposed heuristic compared to the monolithic approach.
Iris type:
04.01 Contributo in Atti di convegno
Keywords:
Particle Swarm Optimization; No-wait job shop scheduling; Multi-hoist scheduling; Advanced Galvanic plants
List of contributors:
Spinelli, Stefano; Brusaferri, Alessandro; Ramin, Danial
Authors of the University:
BRUSAFERRI ALESSANDRO
RAMIN DANIAL
SPINELLI STEFANO
Handle:
https://iris.cnr.it/handle/20.500.14243/406332
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