二维包装和不兼容项目的增材制造排程

IF 6.7 2区 管理学 Q1 MANAGEMENT Omega-international Journal of Management Science Pub Date : 2024-07-01 DOI:10.1016/j.omega.2024.103139
Benedikt Zipfel , Rym M’Hallah , Udo Buscher
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引用次数: 0

摘要

如果对生产进行合理规划,快速成型制造技术可实现低成本、高效率地生产低需求、高复杂度的定制物品,并缩短交付周期。本文探讨了将所需物品分配到批次中以及将批次安排到三维打印机上的问题。目标是在满足项目兼容性、批次内二维无重叠和包容包装约束以及机器制造批次的能力的同时,最大限度地缩短生产周期。该问题被建模为混合整数线性规划(MIP),最多可解决 100 个项目的实例。对于难以解决的大型实例,本文提出了一种利用逐步检查程序摸索打包方法的数学启发式。计算结果表明,所提出的启发式能将困难实例的 MIP 解法的有效期平均缩短 12%,对于 150 个项的实例,有效期可缩短 72%。结果进一步表明,所提出的启发式能在 88% 的情况下找到最佳有效期。最后,我们为生产灵活性和调度政策提供了有用的管理见解。
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Scheduling for additive manufacturing with two-dimensional packing and incompatible items

Additive manufacturing technology can enable low-cost, efficient production of low-demand, highly-complex customized items with reduced lead time if production is judiciously planned. This paper addresses the assignment of requested items into batches and the scheduling of the batches onto 3D printers. The objective is to minimize the manufacturing makespan while satisfying items’ compatibility, two-dimensional no-overlap and containment packing constraints within a batch, and machine’s capability to manufacture a batch. The problem is modeled as a mixed integer linear program (MIP) that solves instances up to 100 items. For hard and large instances, this paper proposes a matheuristic that fathoms packings using a step-wise check procedure. Computational results reveal that the proposed heuristic improves the makespan of MIP solutions of hard instances by 12% on average, with improvements reaching up to 72% for instances with 150 items. They further show that the proposed heuristic finds the best makespan for 88% of all cases. Finally, we provide useful managerial insights for production flexibility and scheduling policies.

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来源期刊
Omega-international Journal of Management Science
Omega-international Journal of Management Science 管理科学-运筹学与管理科学
CiteScore
13.80
自引率
11.60%
发文量
130
审稿时长
56 days
期刊介绍: Omega reports on developments in management, including the latest research results and applications. Original contributions and review articles describe the state of the art in specific fields or functions of management, while there are shorter critical assessments of particular management techniques. Other features of the journal are the "Memoranda" section for short communications and "Feedback", a correspondence column. Omega is both stimulating reading and an important source for practising managers, specialists in management services, operational research workers and management scientists, management consultants, academics, students and research personnel throughout the world. The material published is of high quality and relevance, written in a manner which makes it accessible to all of this wide-ranging readership. Preference will be given to papers with implications to the practice of management. Submissions of purely theoretical papers are discouraged. The review of material for publication in the journal reflects this aim.
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