Implementing Process Mining Techniques to Analyze Performance in EPC Companies

Seyedeh Motahareh Hosseini, M. Aghdasi, B. Teimourpour, A. Albadvi
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Abstract

—The importance of process analysis in engineering, procurement and construction companies (EPC), due to the complexity of the measures, the high level of communication between people, different and non-integrated information systems, as well as the amount of capital involved in these projects is much higher and more challenging. Limited research has been done on exploring business processes in these companies. In this study, in order to better and more accurately analyze the company's performance, three perspectives of process mining (process flow, case and organizational) is analyzed by using the event logs recorded in the supplier selection process. The results of this study led to the identification of challenges in the process, including repetitive loops, duplicate activities, survey of factors affecting the implementation of the process and also examining the relationships between people involved in the project, which can be used to improve the future performance of the company.
流程挖掘技术在EPC公司绩效分析中的应用
-过程分析在工程,采购和建筑公司(EPC)中的重要性,由于措施的复杂性,人与人之间的高水平沟通,不同和非集成的信息系统,以及这些项目所涉及的资金量要高得多,更具挑战性。在探索这些公司的业务流程方面已经做了有限的研究。在本研究中,为了更好、更准确地分析公司的绩效,利用供应商选择过程中记录的事件日志,从流程挖掘的三个角度(流程流、案例和组织)进行分析。这项研究的结果导致了过程中的挑战,包括重复的循环,重复的活动,调查影响过程实施的因素,也检查了参与项目的人之间的关系,这可以用来提高公司的未来绩效。
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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