Dynamic dispatching algorithm for scheduling machines and automated guided vehicles in a flexible manufacturing system
Динамический диспетчерский алгоритм планирования работы станков и автоматизированных транспортных средств в гибкой производственной системе
1992-05-01
SCID: 54.1/wp59wnz6
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automated guided vehiclesdynamic dispatching algorithmflexible manufacturing systemhierarchical schedulingmean tardiness
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Abstract (AI)
In this paper, an on-line dispatching algorithm is proposed for the FMS scheduling problem. The algorithm uses various priority schemes and relevant information concerning the load of the system and the status of jobs in the scheduling process. This information is organized into hierarchical levels. The scheduling decision process is hierarchical in the sense that different decision criteria are applied sequentially to identify the most appropriate part and the machine to be served. The algorithm schedules the jobs on a machine or an automated guided vehicle (AGV) one at a time as the scheduling decision is needed (or as the status of the system changes). Performance of the proposed algorithm is compared with several machine and AGV scheduling rules by using the mean flow-time and the mean tardiness criteria. Simulation results indicate that the proposed algorithm produces significant mean flow-time and mean tardiness improvements over existing scheduling rules for a variety of experimental conditions.
Key Findings
1
Introduces an on-line dispatching algorithm for flexible manufacturing systems that jointly schedules machines and automated guided vehicles.
2
Makes scheduling decisions dynamically, assigning jobs to machines or AGVs one at a time as decisions are needed or system conditions change.
3
Simulation results show significant improvements in mean flow time and mean tardiness compared with existing machine and AGV scheduling rules across varied conditions.
4
Uses hierarchical decision levels combining priority schemes, system-load information, and job status to select the next part and machine.
Research Object
machines and automated guided vehicles in a flexible manufacturing system
Research Subject
online hierarchical dispatching and scheduling performance, including mean flow time and mean tardiness
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1992-05-01
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