Implementing Process Mining Techniques to Analyze Performance in EPC Companies

سال انتشار: 1401
نوع سند: مقاله ژورنالی
زبان: انگلیسی
مشاهده: 280

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شناسه ملی سند علمی:

JR_ITRC-14-2_006

تاریخ نمایه سازی: 25 مرداد 1401

چکیده مقاله:

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.

کلیدواژه ها:

Process Mining ، Process Mining perspectives ، Complex Construction Project Management ، EPC Companies.

نویسندگان

Seyedeh Motahareh Hosseini

Ph.D. Candidate, Systems and Productivity Management Department, Faculty of Industrial and Systems Engineering, Tarbiat Modares University Tehran, Iran

Mohammad Aghdasi

Professor, Systems and Productivity Management Department Faculty of Industrial and Systems Engineering, Tarbiat Modares University Tehran, Iran

Babak Teimourpour

Assistant Professor, Systems and Productivity Management Department Faculty of Industrial and Systems Engineering, Tarbiat Modares University Tehran, Iran

Amir Albadvi

Professor, Systems and Productivity Management Department Faculty of Industrial and Systems Engineering, Tarbiat Modares University Tehran, Iran