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Ontology-Based Production Simulation with OntologySim

May, M. C. ORCID iD icon 1; Kiefer, L. 1; Kuhnle, A. 1; Lanza, G. 1
1 Institut für Produktionstechnik (WBK), Karlsruher Institut für Technologie (KIT)

Abstract:

Imagine the possibility to save a simulation at any time, modify or analyze it, and restart again with exactly the same state. The conceptualization and its concrete manifestation in the implementation OntologySim is demonstrated in this paper. The presented approach of a fully ontology-based simulation can solve current challenges in modeling and simulation in production science. Due to the individualization and customization of products and the resulting increase in complexity of production, a need for flexibly adaptable simulations arises. This need is exemplified in the trend towards Digital Twins and Digital Shadows. Their application to production systems, against the background of an ever increasing speed of change in such systems, is arduous. Moreover, missing understandability and human interpretability of current approaches hinders successful, goal oriented applications. The OntologySim can help solving this challenge by providing the ability to generate truly cyber physical systems, both interlocked with reality and providing a simulation framework. In a nutshell, this paper presents a discrete-event-based open-source simulation using multi-agency and ontology.


Verlagsausgabe §
DOI: 10.5445/IR/1000143283
Veröffentlicht am 03.03.2022
Originalveröffentlichung
DOI: 10.3390/app12031608
Scopus
Zitationen: 12
Dimensions
Zitationen: 13
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Produktionstechnik (WBK)
Publikationstyp Zeitschriftenaufsatz
Publikationsjahr 2022
Sprache Englisch
Identifikator ISSN: 2076-3417
KITopen-ID: 1000143283
Erschienen in Applied Sciences (Switzerland)
Verlag MDPI
Band 12
Heft 3
Seiten Art.-Nr.: 1608
Schlagwörter ontology; production simulation; multi-agent; digital twin
Nachgewiesen in Dimensions
Web of Science
Scopus
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