Process Mining – the Enhancement of Elements Industry 4.0

Michal Halaška, R. Šperka
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引用次数: 6

Abstract

The paper is focused on the importance of business processes and its management in the concept of fourth industrial revolution and the introduction of group of emerging techniques supporting this field. In fact, the whole concept of the Industry 4.0 is laying on business processes. The management of the processes will have a significant impact on the value added, effectiveness and efficiency of organizations involved in the Industry 4.0. The process-centric approach is necessary not only for management of the manufacturing processes, but also for the management of non-manufacturing processes. The newly emerging group of techniques used in business process management as well suited tools for the management of the processes at the operational level is called process mining and we believe it might enhance Industry 4.0 in many of its aspects. The paper is structured as follows. In the first sections, we introduce the concept of Industry 4.0 and demonstrate the importance of processes for the concept. In next section, we introduce the group of techniques called process mining and in the closing section we demonstrate the usability of process mining. Finally, we present and discuss our results supporting the advantages of process mining and their suitability for Industry 4.0 idea.
流程挖掘——元素工业4.0的增强
本文重点介绍了第四次工业革命概念中业务流程及其管理的重要性,并介绍了支持该领域的一组新兴技术。事实上,工业4.0的整个概念都是建立在业务流程之上的。流程的管理将对参与工业4.0的组织的附加值、有效性和效率产生重大影响。以过程为中心的方法不仅对制造过程的管理是必要的,而且对非制造过程的管理也是必要的。在业务流程管理中使用的一组新出现的技术非常适合在操作层面管理流程的工具,称为流程挖掘,我们相信它可能会在许多方面增强工业4.0。本文的结构如下。在第一部分中,我们介绍了工业4.0的概念,并演示了流程对该概念的重要性。在下一节中,我们将介绍称为流程挖掘的技术组,并在最后一节中演示流程挖掘的可用性。最后,我们提出并讨论了支持过程挖掘的优势及其对工业4.0理念的适用性的结果。
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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