Conference proceedings article
Einsatz von Process-Mining zur Verifikation und Validierung von Simulationsmodellen in Produktion und Logistik
Publication Details
Authors: | Özkul, F.; Sutherland, R.; Wenzel, S.; Spieckermann, S. |
Editor: | Bergmann, Sören; Feldkamp, Niclas; Souren, Rainer; Straßburger, Steffen |
Publisher: | Universitätsverlag Ilmenau |
Place: | Ilmenau |
Publication year: | 2023 |
Pages range : | 463-472 |
Book title: | Simulation in Produktion und Logistik 2023 |
Title of series: | Simulation in Produktion und Logistik |
Number in series: | 20 |
DOI-Link der Erstveröffentlichung: |
Verification and validation (V&V) are imperative to ensure the success of a simulation study but are often insufficiently considered in practice due to the effort associated with V&V-activities. This contribution discusses the application of process mining techniques to check the validity of discrete event simulation models in production and logistics. For this purpose, we present a morphological box which highlights the scope of process mining in the context of V&V for simulation models and distinguishes between different V&V items, aspects of validity, and V&Vcriteria. Subsequently, the paper describes how a real system can be related to the
behaviour of a simulation model and presents two scenarios for process miningsupported V&V using a reference example.