利用随机优化在互联多产品生产网络中进行双视角产能规划

IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Cirp Annals-Manufacturing Technology Pub Date : 2024-01-01 DOI:10.1016/j.cirp.2024.04.004
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引用次数: 0

摘要

多产品生产网络的生产能力规划具有挑战性,这是因为决策因素、组织间利益和高度不确定性众多。特别是,不同产品共用生产基地的组织分离导致了规划的复杂性。本文提出了一种交互式双模型概念,将特定产品的网络规划和场地容量规划视角融为一体。随机混合整数线性规划决定了订单分配、生产线投资和人员计划。我们以一家大型汽车供应商为例,展示了在遵守本地约束条件的同时迅速调整计划的潜力。这种方法可以实现更快、更适应性更强的规划,从而提高组织的弹性。
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Dual-perspective capacity planning in interconnected multi-product production networks using stochastic optimisation

Planning production capacities in multi-product production networks is challenging due to the multitude of decision factors, inter-organisational interests, and a high degree of uncertainty. Particularly, the organisational separation of different products that share sites induces planning complexity. This paper proposes an interactive-two model concept integrating product-specific network planning and a site capacity planning perspective. Stochastic mixed integer linear programming determines order allocations, line investments, and personnel plans. The potential to swiftly adapt plans while obeying local constraints is demonstrated with a large automotive supplier. The approach should allow quicker and more adaptive planning, leading to more resilient organisations.

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来源期刊
Cirp Annals-Manufacturing Technology
Cirp Annals-Manufacturing Technology 工程技术-工程:工业
CiteScore
7.50
自引率
9.80%
发文量
137
审稿时长
13.5 months
期刊介绍: CIRP, The International Academy for Production Engineering, was founded in 1951 to promote, by scientific research, the development of all aspects of manufacturing technology covering the optimization, control and management of processes, machines and systems. This biannual ISI cited journal contains approximately 140 refereed technical and keynote papers. Subject areas covered include: Assembly, Cutting, Design, Electro-Physical and Chemical Processes, Forming, Abrasive processes, Surfaces, Machines, Production Systems and Organizations, Precision Engineering and Metrology, Life-Cycle Engineering, Microsystems Technology (MST), Nanotechnology.
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