One-of-a-kind Production in Cyber-Physical Production Systems Considering Machine Failures

Guido Vinci Carlavan, D. Rossit
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引用次数: 1

Abstract

Industry 4.0 proposes the incorporation of information technologies at all levels of the production process. By incorporating these technologies, Industry 4.0 provides new tools for production planning processes, allowing to address problems in an innovative and efficient manner. From these technologies and tools, it is that in this work a One-of-a-Kind Production (OKP) process is approached, where the products tend to be highly customized. OKP implies working with a very large variability within production, demanding very efficient planning systems. For this, a planning model based on CONWIP-type strategies was proposed, which seeks to level the production of a shop floor configured in the form of a job shop. Even more, for having a more realistic shop-floor representation, machine failures have been included in the model. In turn, different dispatching rules were proposed to study the performance and analyze the behaviour of the system. From the results obtained, it is observed that, when the production demand is very exigent in relation with the capacity of the system, the dispatching rules that analyze the workload generated by each job tend to perform better. However, when the demand on the capacity of the production system is less intense, the rules associated with due dates are the ones that obtain the best results.
考虑机器故障的信息物理生产系统中独一无二的生产
工业4.0提出将信息技术纳入生产过程的各个层面。通过整合这些技术,工业4.0为生产计划过程提供了新的工具,允许以创新和有效的方式解决问题。从这些技术和工具中,在这项工作中,一个独一无二的生产(OKP)过程被接近,其中产品往往是高度定制的。OKP意味着在生产中处理非常大的可变性,需要非常有效的计划系统。为此,提出了一种基于conwip型策略的规划模型,该模型寻求以作业车间的形式配置车间的生产水平。更重要的是,为了有一个更真实的车间表示,机器故障已经包括在模型中。然后,提出了不同的调度规则来研究系统的性能和分析系统的行为。从得到的结果可以看出,当生产需求与系统容量的关系非常紧迫时,分析每个作业产生的工作量的调度规则往往表现更好。然而,当对生产系统能力的需求不那么强烈时,与到期日期相关的规则是获得最佳结果的规则。
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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