Publications
Detailed Information
프로세스 마이닝 기법을 이용한 해양플랜트 배관재 제작 공정 관리 방법에 관한 연구 : A Study on Process Management Method of Offshore Plant Piping Material using Process Mining Technique
Cited 0 time in
Web of Science
Cited 0 time in Scopus
- Authors
- Issue Date
- 2019-04
- Publisher
- 대한조선학회
- Citation
- 대한조선학회 논문집, Vol.56 No.2, pp.143-151
- Abstract
- This study describes a method for analyzing log data generated in a process using process mining techniques. A system for collecting and analyzing a large amount of log data generated in the process of manufacturing an offshore plant piping material was constructed. The analyzed data was visualized through various methods. Through the analysis of the process model, it was evaluated whether the process performance was correctly input. Through the pattern analysis of the log data, it is possible to check beforehand whether the problem process occurred. In addition, we analyzed the process performance data of partner companies and identified the load of their processes. These data can be used as reference data for pipe production allocation.
Real-time decision-making is required to cope with the various variances that arise in offshore plant production. To do this, we have built a system that can analyze the log data of real - time system and make decisions.
- ISSN
- 1225-1143
- Files in This Item:
- There are no files associated with this item.
Item View & Download Count
Items in S-Space are protected by copyright, with all rights reserved, unless otherwise indicated.