- Tytuł:
- Practical Aspects of Event Logs Creation for Industrial Process Modelling
- Autorzy:
-
Trzcionkowska, A.
Brzychczy, E. - Powiązania:
- https://bibliotekanauki.pl/articles/2065010.pdf
- Data publikacji:
- 2018
- Wydawca:
- STE GROUP
- Tematy:
-
event logs
sensor data
process mining
longwall face
underground mine - Opis:
- In the paper we address the challenge of applying process mining techniques for discovering models of underground mining operations based on a sensor data. The paper presents practical approach of creation an event log based on industrial sensors data gathered in an underground mine monitoring systems. The proposed approach enables to generate event logs at different generalization levels based on several numbers of discovered stages of devices performance. For discovering process stages data mining techniques such as exploratory data analysis, clustering and classification have been applied. Created event log has been used in one of the process mining tasks - process model discovery.
- Źródło:
-
Multidisciplinary Aspects of Production Engineering; 2018, 1, 1; 77--83
2545-2827 - Pojawia się w:
- Multidisciplinary Aspects of Production Engineering
- Dostawca treści:
- Biblioteka Nauki
Artykuł