A decision-making framework for selecting an MBSE language–A case study to ship pilotage

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dc.contributorAalto-yliopistofi
dc.contributorAalto Universityen
dc.contributor.authorBasnet, Sunilen_US
dc.contributor.authorBahooToroody, Ahmaden_US
dc.contributor.authorChaal, Meriamen_US
dc.contributor.authorValdez Banda, Osirisen_US
dc.contributor.authorLahtinen, Janneen_US
dc.contributor.authorKujala, Penttien_US
dc.contributor.departmentDepartment of Mechanical Engineeringen
dc.contributor.groupauthorMarine Technologyen
dc.date.accessioned2022-01-26T07:48:56Z
dc.date.available2022-01-26T07:48:56Z
dc.date.issued2022-05-01en_US
dc.description.abstractThe increasing system complexity due to technological advances in recent decades requires the implementation of Model-Based System Engineering (MBSE) languages. While MBSE languages can support in creating detailed and precise system descriptions, requirements, functions, and component interactions, the development of several modelling languages has formed a challenge for system engineers to select a suitable modelling language for complex operations. Since the implementation of MBSE modelling languages is extensive and requires high resources, system engineers need to select the most suitable one for their project. Furthermore, the prepared system models are utilized by different end-users such as system engineers, operators, and marketing professionals. As a result, it is necessary to integrate the perception of end-users in the modelling language selection process. Hence, a decision-making support framework needs to be developed, which will incorporate the opinions of end-users in the selection process. Correspondingly, this study proposes a Multi-Criteria Decision-Making framework aimed to select the most appropriate and practical modelling language. The framework integrates the end-user’s perception in the selection process using the Technology Acceptance Model and reckons the MBSE language features as comparison criteria. To analyze the data collected from the end-users, integration of Multinomial Process Tree modelling and Bayesian inference is developed. The applicability of the proposed model was tested in a ship pilotage operation case study. The results show that the framework can support system engineers during the initial selection process of the MBSE modelling language.en
dc.description.versionPeer revieweden
dc.format.extent15
dc.format.mimetypeapplication/pdfen_US
dc.identifier.citationBasnet, S, BahooToroody, A, Chaal, M, Valdez Banda, O, Lahtinen, J & Kujala, P 2022, ' A decision-making framework for selecting an MBSE language–A case study to ship pilotage ', Expert Systems with Applications, vol. 193, 116451 . https://doi.org/10.1016/j.eswa.2021.116451en
dc.identifier.doi10.1016/j.eswa.2021.116451en_US
dc.identifier.issn0957-4174
dc.identifier.issn1873-6793
dc.identifier.otherPURE UUID: a8d68dff-98b9-4167-a177-88d9f3b7e3f9en_US
dc.identifier.otherPURE ITEMURL: https://research.aalto.fi/en/publications/a8d68dff-98b9-4167-a177-88d9f3b7e3f9en_US
dc.identifier.otherPURE FILEURL: https://research.aalto.fi/files/78206893/1_s2.0_S0957417421017358_main.pdfen_US
dc.identifier.urihttps://aaltodoc.aalto.fi/handle/123456789/112568
dc.identifier.urnURN:NBN:fi:aalto-202201261469
dc.language.isoenen
dc.publisherElsevier Limited
dc.relation.ispartofseriesEXPERT SYSTEMS WITH APPLICATIONSen
dc.relation.ispartofseriesVolume 193en
dc.rightsopenAccessen
dc.subject.keywordDecision-making frameworken_US
dc.subject.keywordModel-based system engineeringen_US
dc.subject.keywordMultinomial process treeen_US
dc.subject.keywordBayesian Inferenceen_US
dc.titleA decision-making framework for selecting an MBSE language–A case study to ship pilotageen
dc.typeA1 Alkuperäisartikkeli tieteellisessä aikakauslehdessäfi
dc.type.versionpublishedVersion
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