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Verification and validation of digital twins and virtual testbeds
Author(s) -
U. Dahmen,
Tobias Osterloh,
Jürgen Roßmann
Publication year - 2022
Publication title -
international journal of advances in applied sciences
Language(s) - English
Resource type - Journals
eISSN - 2722-2594
pISSN - 2252-8814
DOI - 10.11591/ijaas.v11.i1.pp47-64
Subject(s) - modular design , computer science , context (archaeology) , key (lock) , computer security , operating system , paleontology , biology
Our society is surrounded by technical systems that increasingly inuence and take over aspects of everyone’s everyday life. As we build on the correct functioning, the need for appropriate methodologies that support the development of reliable products persists. However, the development and in particular the qualication become challenging due to their increasing inherent complexity. Virtual testbeds and digital twins are modern key concepts in this context and offer a wide range of opportunities for simulation-based verication and validation processes with virtual prototypes, especially in cases where real tests are hard to perform. However, the validity of test results derived from virtual experiments depends on the quality of the underlying simulation models. Of course, the models themselves must be veried before. But in the context of virtual testbeds and digital twins this becomes challenging since the corresponding models are usually complex themselves. Therefore, we presented an approach to establish structured verication and validation activities for digital twins and virtual testbeds, based on a modular conguration framework that supports the development of complex simulation models.

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