A Unified PSO-based method for scheduling of multi-hoists in advanced Galvanic plants
Contributo in Atti di convegno
Data di Pubblicazione:
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.
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
Particle Swarm Optimization; No-wait job shop scheduling; Multi-hoist scheduling; Advanced Galvanic plants
Elenco autori:
Spinelli, Stefano; Brusaferri, Alessandro; Ramin, Danial
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