University of Twente Student Theses
Analysing bottlenecks in production processes with the help of process mining
Velthuis, Wout (2024) Analysing bottlenecks in production processes with the help of process mining.
|
PDF
529kB |
| Abstract: | Bottlenecks are detrimental to the output rate of a process, causing extended waiting times and increased costs of production. This paper will be looking at process mining, a technique used to create a process model using the event log. Multiple methods will be discussed that will be able to determine bottlenecks in systems, and their precision and recall rates will be evaluated to find the best model. As most studies stay in the detection of bottlenecks,this paper will also explore the methods for predicting bottlenecks. Using predictive process modelling and transition systems, it is possible to predict time left for an item to be finished and if the item is up to quality. |
| Item Type: | Essay (Bachelor) |
| Faculty: | EEMCS: Electrical Engineering, Mathematics and Computer Science |
| Subject: | 54 computer science |
| Programme: | Computer Science BSc (56964) |
| Link to this item: | https://purl.utwente.nl/essays/98271 |
| Export this item as: | BibTeX EndNote HTML Citation Reference Manager |
Show download statistics for this publication
Show download statistics for this publicationRepository Staff Only: item control page