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:


Abstract

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.



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Last updated on 2023-07-09 at 17:40