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Balancing of robotic mixed-model two-sided assembly line with robot setup times

机译:机器人混合模型双面装配线与机器人设置时间的平衡

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摘要

In this paper, type II robotic mixed-model two-sided assembly line balancing (RMTALB-II) problem is considered. In recent years, robots have been widely used in assembly systems as called robotic assembly lines where a set of tasks have to be assigned to stations and each station needs to select one of the different robots to process the assigned tasks. Two-sided assembly lines are especially used to produce large-sized high-volume products, such as automobiles, trucks, and buses. In this type of production line, both left side and right side of the line are used in parallel. However, little attention has been paid to solve RMTALB problems. Moreover, according to our best knowledge, there is no published work in the literature on RMTALB. This paper presents a new mixed-integer programming model for RMTALB-II to minimize the cycle time for a given number of mated stations. Since RMTALB problems are in NP-hard class of combinatorial optimization problems, a simulated annealing (SA) algorithm as metaheuristic method is proposed to solve the problem. Some problems are solved by SA and performance of the SA is evaluated by comparing their results with the optimal solution. The computational results show that SA is more efficient.
机译:本文考虑了II型机器人混合模型两侧装配线平衡(RMTALB-II)问题。近年来,机器人已在装配系统中广泛使用,称为机器人装配线,其中必须将一组任务分配给工作站,并且每个工作站都需要选择一个不同的机器人来处理分配的任务。双面装配线特别用于生产大型,大批量产品,例如汽车,卡车和公共汽车。在这种类型的生产线中,并行使用生产线的左侧和右侧。但是,解决RMTALB问题的关注很少。而且,据我们所知,关于RMTALB的文献还没有发表的著作。本文提出了一种针对RMTALB-II的新的混合整数编程模型,以最小化给定数量的配对电台的循环时间。由于RMTALB问题属于组合优化问题的NP难类,因此提出了一种模拟退火(SA)算法作为元启发式方法来解决该问题。 SA解决了一些问题,并通过将其结果与最佳解决方案进行比较来评估SA的性能。计算结果表明,SA的效率更高。

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