Roman Stephan , Thomas Schumacher , David Inkermann
{"title":"Fostering Model Reuse in Model-based Systems Engineering using Knowledge Graphs","authors":"Roman Stephan , Thomas Schumacher , David Inkermann","doi":"10.1016/j.procir.2025.08.051","DOIUrl":null,"url":null,"abstract":"<div><div>The increasing spread of MBSE is associated with the issue of reusing the knowledge contained in different system models in different development projects. Existing approaches for the reuse of system models or elements of these can be classified into framework-based, retrieval-based, and pattern-based. While framework- and pattern-based approaches require standardized modelling methods, retrieval-based approaches are based on merging of different system models. This is not supported by current MBSE-tools. In this contribution we investigate how knowledge graphs can be generated from various SysML system models and whether and how new knowledge, e.g., about cause-effect relationships or structural patterns, can be determined.</div></div>","PeriodicalId":20535,"journal":{"name":"Procedia CIRP","volume":"136 ","pages":"Pages 290-295"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Procedia CIRP","FirstCategoryId":"1085","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S2212827125008042","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
The increasing spread of MBSE is associated with the issue of reusing the knowledge contained in different system models in different development projects. Existing approaches for the reuse of system models or elements of these can be classified into framework-based, retrieval-based, and pattern-based. While framework- and pattern-based approaches require standardized modelling methods, retrieval-based approaches are based on merging of different system models. This is not supported by current MBSE-tools. In this contribution we investigate how knowledge graphs can be generated from various SysML system models and whether and how new knowledge, e.g., about cause-effect relationships or structural patterns, can be determined.