Scheduling Of Multi-Load Automated Guided Vehicles For Material Distribution Based On Multi-Stage Auction Algorithm

2018 13TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA)(2018)

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摘要
This paper studies the scheduling optimization problem of multi-load Automatic Guided Vehicle (AGV) for material distribution in automated plant and the objective of which is to minimize the total task completion time. Firstly, we establish a multi-stage auction optimization model with constraints. Secondly, we propose a multi-load AGV task assignment strategy based on multi-stage auction algorithm. The multi-stage auction algorithm can make full use of the characteristics of multi-load AGV and reduce the empty-loading ratio of multi-load AGV. Finally, the single-load AGV task assignment method and the strategy proposed in this paper are simulated and compared on the Microsoft Visual Studio 2013. The simulation results demonstrate the feasibility and effectiveness of the proposed strategy.
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关键词
material distribution,scheduling optimization problem,empty-loading ratio,single-load AGV task assignment method,multi-load automatic guided vehicle,multi-stage auction algorithm,multi-stage auction optimization model,multi-load AGV task assignment strategy
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