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Zone Design of Tandem Loop AGVs Path with Hybrid Algorithm

机译:混合算法的串联环AGV路径设计

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摘要

AGV has been widely used in flexible manufacturing system. In order to prevent AGV collision for a workshop with complicated and crossover AGV paths, a dynamic tandem loop AGV path design method is proposed. A mathematical model for tandem loop AGV path optimization is established with the goal to minimize material flow between different loops of AGV path. AGV load balancing and material flow-within-loop balancing between different loops are taken as constraints. A hybrid genetic simulated annealing algorithm is proposed for optimization. The optimal scheme of allocating workstations to different tandem loops can be obtained finally. Case studies results, including an air conditioner assembly workshop AGV path design, have shown that the method is feasible and effective.
机译:AGV已广泛用于柔性制造系统。为了防止AGV路径交叉的车间发生AGV碰撞,提出了一种动态串联环AGV路径的设计方法。建立了串联回路AGV路径优化的数学模型,目的是最大程度地减少AGV路径不同回路之间的物料流动。 AGV负载平衡和不同回路之间的物料流内回路平衡被视为约束。提出了一种混合遗传模拟退火算法进行优化。最终可以获得将工作站分配给不同串联回路的最佳方案。案例研究结果,包括空调装配车间的AGV路径设计,表明该方法是可行且有效的。

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