Objectively Defined Intended Uses, a Prerequisite to Efficient MBSE
This article proposes a method for improved model verification within Large-Scale Simulators (LSS). The approach relies on machine-interoperable traceability of model verification information, such as model Operational Domains (ODs). This enables automated evaluation of model relevance and facilitates the combination of models for a broader evaluation of credible simulation results. The paper introduces a proof-of-concept testbed for verification of black-box models against model requirements. Furthermore, the results also include a proposal for a machine-readable format to capture model requirement Verification & Validation (V&V) results, along with the resulting model and updated model OD information.
Authors
- Petter Krus (ORCID: https://orcid.org/0000-0002-2315-0680)
- Robert Braun (ORCID: https://orcid.org/0000-0002-7480-1922)
- Robert Hällqvist (ORCID: https://orcid.org/0000-0002-5773-3518)
- Erik Rosenlund
Institutions
- Linköping University (SE)
Publication Details
- Journal
- Linköping electronic conference proceedings
- Published
- 2025-01-16
- DOI
- https://doi.org/10.3384/ecp20729
- Citations
- 2
- Primary Topic
- Scientific Computing and Data Management
- Type
- article
- Field-Weighted Citation Impact
- 10.57
Funders
- ITEA
- Saab