Objective validation for short-term material flow simulation

Heiner Reinhardt , Boran Bogdanow , Roman Arnold , Bastian Prell , Philipp Klimant , Frank Seifert , Mahtab Mahdaviasl , Steffen Ihlenfeldt
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引用次数: 0

Abstract

Material flow simulation, by means of discrete event simulation (DES), is utilized in various industries to support production planning and control. This is due to the fact that changes to manufacturing systems and production strategies can be virtually examined before actual implementation. Since the manual development and repeated adjustment of simulation models is time-consuming and error-prone, numerous studies suggest computerized model generation and synchronization. However, validation of such generated or synchronized models is rarely considered. Here, we present an extendible objective validation technique for the repeated short-term simulation of a generated model. To illustrate this, the technique is applied to a high-volume automotive production line and a series of simulation cycles.
短期物料流动模拟的客观验证
离散事件模拟(DES)技术在物料流模拟中得到广泛应用,以支持生产计划和控制。这是因为对制造系统和生产策略的更改可以在实际实施之前进行虚拟检查。由于人工开发和反复调整仿真模型耗时且容易出错,许多研究建议采用计算机模型生成和同步。然而,很少考虑对这种生成的或同步的模型进行验证。在这里,我们提出了一种可扩展的客观验证技术,用于重复短期模拟生成的模型。为了说明这一点,该技术应用于一个大批量的汽车生产线和一系列的模拟周期。
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CiteScore
3.80
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