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2022 - Model-Based System Architecting and Decision-Making

Authors
Yaroslav Menshenin, Yaniv Mordecai, Edward F. Crawley, Bruce G. Cameron

Abstract
​We explore the application of MBSE for conceptual system architecting. Choosing an architecture is a fundamental activity. Our Model-Based System Architecting (MBSA) framework facilitates the specification of an architecture as a reasoning process – a series of conceptualization and decision-making activities, backed-up by an MBSE environment. Our framework captures both the ontology of a stakeholder-driven and solution-oriented system architecture, and the process of growing the architecture as a series of conceptualization steps through five ontological domains: the stakeholder domain, the solution-neutral environment, the solution-specific
environment, the integrated concept, and the concept of operations. Our MBSA approach shifts the modeling focus from recording to conceptualizing, exploring, decision-making, and innovating. In comparison to an “offline” architecting process, our approach may initially require a bigger effort but should enable stronger stakeholder engagement, clearer architectural decision point framing, quicker exploration, better long-term viability, and increased model robustness.
Cite this Publication
Menshenin, Y., Mordecai, Y., Crawley, E.F., Cameron, B.G. (2022) Model-Based System Architecting and Decision-Making. In Handbook of Model-Based Systems Engineering, pp. 289-330. Cham: Springer International Publishing. https://doi.org/10.1007/978-3-030-27486-3_17-1
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  • Posts
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    • MBSE Class (2023-)
    • Systems Engineering Class (2018-2022)
    • Space Sector Course (2015-2021)
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    • Article about Space Sector Course
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    • 2025 - SIMILARITY ASSESSMENT OF THE ENGINEERING CONCEPTS: DECISION-MAKING SUPPORT AND METRICS
    • 2024 - The Influence of Human-Systems Integration on “Fuzzy Front End” of Innovation: A MedTech Case Study
    • 2024 - Holistic Perspective to the Drug-Device Combination Product Development Challenges
    • 2023 - New Product Development Process for MedTech Combination Products
    • 2023 - Defining a New Role of System Architect at the Product Strategy Stage of a MedTech Product Development Through the DSM-Based Method
    • 2022 - Model-Based System Architecting and Decision-Making
    • 2022 - MBSE-PLM INTEGRATION: INITIATIVES AND FUTURE OUTLOOK
    • 2021 - Integration of MBSE and PLM: complexity and uncertainty
    • 2021 - Study of system interfaces through the notion of complementarity
    • 2020 - ​A System Concept Representation Framework and its Testing on Patents, Urban Architectural Patterns, and Software Patterns
    • 2018 - A Framework for Concept and its Testing on Patents
  • Posts
  • Bio
  • Book
  • Research
  • Publications
  • Scientific Posters
  • Selected presentations
  • Teaching
    • MBSE Class (2023-)
    • Systems Engineering Class (2018-2022)
    • Space Sector Course (2015-2021)
  • Certificates
  • Interviews and articles
    • Article about Space Sector Course
    • Pursuing the innovation in systems engineering
    • Interview for Science and Life Magazine
    • Radio Culture
  • Scientific Community
    • DESIGN Society
    • DSM Community
    • INCOSE
    • IAF
    • IFIP WG 5.1
    • Health Systems Design SIG
  • Library
    • 2025 - SIMILARITY ASSESSMENT OF THE ENGINEERING CONCEPTS: DECISION-MAKING SUPPORT AND METRICS
    • 2024 - The Influence of Human-Systems Integration on “Fuzzy Front End” of Innovation: A MedTech Case Study
    • 2024 - Holistic Perspective to the Drug-Device Combination Product Development Challenges
    • 2023 - New Product Development Process for MedTech Combination Products
    • 2023 - Defining a New Role of System Architect at the Product Strategy Stage of a MedTech Product Development Through the DSM-Based Method
    • 2022 - Model-Based System Architecting and Decision-Making
    • 2022 - MBSE-PLM INTEGRATION: INITIATIVES AND FUTURE OUTLOOK
    • 2021 - Integration of MBSE and PLM: complexity and uncertainty
    • 2021 - Study of system interfaces through the notion of complementarity
    • 2020 - ​A System Concept Representation Framework and its Testing on Patents, Urban Architectural Patterns, and Software Patterns
    • 2018 - A Framework for Concept and its Testing on Patents