Using Process Mining Approach for Machining Operations
Küçük Resim Yok
Tarih
2020
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Springer Science and Business Media Deutschland GmbH
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In the Industry 4.0 world, both service and manufacturing companies should review their systems and processes, remove any application that causes waste, ensure lean flow and change business models if necessary, in order to fulfill the requirements of this trend. Introducing Industry 4.0 on a problematic system or process might harm it enough to cause the company disappear instead of benefiting it. For applications correctly decided to be built upon a correct system, data flow must be accurate and timely. And at this stage, data amount that increases with process mining and complexity of the big data will be solved and more information will be obtained about real production processes and data. In this study, a prototype is developed using the data of a previously studied manufacturing research. This prototype handles only one phase of the manufacturing process and extracts all the initial possible pathways of this phase through process mining. © 2020, Springer Nature Switzerland AG.
Açıklama
19th International Symposium for Production Research, ISPR 2019 -- 28 August 2019 through 30 August 2019 -- -- 233539
Anahtar Kelimeler
Batch production, Event logs, Manufacturing process analysis, Process improvement, Process mining
Kaynak
Lecture Notes in Mechanical Engineering
WoS Q Değeri
Scopus Q Değeri
Q4
