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Workforce minimization for a mixed-model assembly line in the automotive industry

机译:汽车行业混合模型装配线的劳动力最小化

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A paced assembly line consisting of several workstations is considered. This line is intended to assemble products of different types. The sequence of products is given. The sequence of technological tasks is common for all types of products. The assignment of tasks to the stations and task sequence on each station are known and cannot be modified, and they do not depend on the product type. Tasks assigned to the same station are performed sequentially. The processing time of a task depends on the number of workers performing this task. Workers are identical and versatile. If a worker is assigned to a task, he/she works on this task from its start till completion. Workers can switch between the stations at the end of each task and the time needed by any worker to move from one station to another one can be neglected. At the line design stage, it is necessary to know how many workers are necessary for the line. To know the response to this question we will consider each possible takt and assign workers to tasks so that the total number of workers is minimized, provided that a given takt time is satisfied. The maximum of minimal numbers of workers for all takts will be considered as the necessary number of workers for the line. Thus, the problem is to assign workers to tasks for a takt. We prove that this problem is NP-hard in the strong sense, we develop an integer linear programming formulation to solve it, and propose conventional and randomized heuristics. (C) 2015 Elsevier B.V. All rights reserved.
机译:考虑了由几个工作站组成的有节奏的装配线。该生产线旨在组装不同类型的产品。给出了产品的顺序。技术任务的顺序对于所有类型的产品都是通用的。对工作站的任务分配和每个工作站上的任务序列是已知的,无法修改,并且它们不取决于产品类型。分配给同一工作站的任务按顺序执行。任务的处理时间取决于执行此任务的工人数量。工人是相同且多才多艺的。如果将工人分配给任务,则他/她将从任务的开始到完成。工人可以在每个任务结束时在工位之间切换,而忽略任何工人从一个工位转移到另一工位所需的时间。在生产线设计阶段,有必要知道生产线需要多少工人。要知道对这个问题的回答,我们将考虑每个可能的节拍,并为任务分配工人,以便在满足给定的节拍时间的情况下,将工人总数减至最少。对于所有生产线,最小工人数的最大值将被视为生产线的必要工人数。因此,问题在于将工人分配给任务以完成任务。我们证明了这个问题从强烈的意义上讲是NP难的,我们开发了整数线性规划公式来解决它,并提出了常规的和随机的启发式方法。 (C)2015 Elsevier B.V.保留所有权利。

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