Sheet-Metal Shop Scheduling Considering Makespan and Flow Time Criteria

H. Crauwels, B. Verlinden, D. Cattrysse, D. Oudheusden
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引用次数: 1

Abstract

Sheet-metal parts typically follow a unidirectional flow in the sheet-metal shop. In the first cutting stage, a large sheet is cut to different unfolded parts with a laser cutting machine. To avoid waste material different parts are combined on a sheet. Next, the 2D parts are transformed to 3D products with air bending. In this bending stage, time- consuming set-ups between production layouts are reduced as much as possible. Separate optimisation of cutting and air bending causes the optimisation benefits to counteract one another. Integrated models have been proposed for both single- and multiple-machine classes, but calculation times are too high and avoidable changeovers still occur. In this paper, by applying variable neighbourhood search with a number of different starting solutions, local optima of good quality are determined for minimising the makespan and the total flow time for both the single-machine and the multi-machine classes. Because the two performance measures are important for a good production plan, bicriteria optimisation by means of a simultaneous and a hierarchical approach, is also considered. Compared to the mathematical programming models for the combined cutting and bending operations, both quality and required computation time are improved for several real-life instances.
考虑完工时间和流程时间标准的钣金车间调度
在钣金车间中,钣金零件通常遵循单向流动。在第一个切割阶段,用激光切割机将大片切割成不同的展开部分。为了避免浪费材料,不同的部分组合在一张纸上。然后,通过空气弯曲将二维零件转化为三维产品。在这个弯曲阶段,生产布局之间耗时的设置尽可能地减少。切割和空气弯曲的单独优化导致优化效益相互抵消。已经提出了单机和多机类的集成模型,但计算时间太高,并且仍然发生可避免的转换。本文通过应用具有多个不同起始解的变邻域搜索,确定了单机类和多机类的最大完工时间和总流时间的高质量局部最优解。由于这两种性能指标对于良好的生产计划非常重要,因此还考虑了通过同时和分层方法进行双标准优化。与切割和弯曲组合操作的数学规划模型相比,在几个实际实例中,质量和所需的计算时间都得到了改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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