Model-Based Systems Engineering: Motivation, Current Status, and Needed Advances

As systems continue to grow in scale and complexity, the Systems Engineering (SE) community has turned to the Model-Based Systems Engineering (MBSE) paradigm for managing complexity, maintaining consistency, and assuring traceability during system development. We distinguish MBSE, which is a holistic process comprising system specification, design, validation, and configuration management, from engineering with models, which has been a common practice for centuries. Even though MBSE is beginning to see a fair amount of use in a number of industries, several advances are needed on a number of fronts to realize its full benefits. The paper discusses the motivation for MBSE, models and meta-models, modeling languages, the role of modeling and simulation in SE, and the current state of maturity of MBSE. The paper concludes with a discussion of needed advances to realize the potential benefits of MBSE.

[1]  John H. Miller,et al.  Active Nonlinear Tests (Ants) of Complex Simulation Models , 1998 .

[2]  David Jankowski,et al.  Computer-Aided Systems Engineering Methodology Support and Its Effect on the Output of Structured Analysis , 2004, Empirical Software Engineering.

[3]  Azad M. Madni,et al.  Human System Integration Ontology: Enhancing Model Based Systems Engineering to Evaluate Human-system Performance , 2014, CSER.

[4]  Christiaan J. J. Paredis,et al.  Process Integration and Design Optimization for Model-Based Systems Engineering With SysML , 2011 .

[5]  Azad M. Madni,et al.  IDEONTM: An extensible ontology for designing, integrating, and managing collaborative distributed enterprises , 2001 .

[6]  Timothy P. Kelliher,et al.  Engineering Complex Systems With Models and Objects , 1997 .

[7]  George E. P. Box,et al.  Empirical Model‐Building and Response Surfaces , 1988 .

[8]  Azad M. Madni,et al.  Adaptable platform‐based engineering: Key enablers and outlook for the future , 2012, Syst. Eng..

[9]  Irem Y. Tumer,et al.  Model-Based Systems Engineering for the Design and Development of Complex Aerospace Systems , 2011 .

[10]  Brian London,et al.  A model-based systems engineering framework for concept development , 2012 .

[11]  Jason E Bartolomei Qualitative knowledge construction for engineering systems : extending the design structure matrix methodology in scope and procedure , 2007 .

[12]  G. H. Fisher Model-based systems engineering of automotive systems , 1998, 17th DASC. AIAA/IEEE/SAE. Digital Avionics Systems Conference. Proceedings (Cat. No.98CH36267).

[13]  Shahram Sarkani,et al.  Using model‐based systems engineering as a framework for improving test and evaluation activities , 2013, Syst. Eng..

[14]  Azad M. Madni,et al.  Towards affordably adaptable and effective systems , 2013, Syst. Eng..

[15]  Azad M. Madni Expanding Stakeholder Participation in Upfront System Engineering through Storytelling in Virtual Worlds , 2015, Syst. Eng..

[16]  Heinz Stoewer Model based Systems Engineering (MBSE) Missing Link in the digital Enterprise Strategy , 2014 .

[17]  B Boehm A spiral model of software development and enhancement , 1986, SOEN.

[18]  Azad M. Madni,et al.  Toward an Experiential Design Language: Augmenting Model-based Systems Engineering with Technical Storytelling in Virtual Worlds , 2014, CSER.

[19]  Raymond W. Jorgensen Defining Operational Concepts using SysML: System Definition from the Human Perspective , 2011 .

[20]  Nadia A Tepper Exploring the use of Model-Based Systems Engineering (MBSE) to develop systems architectures in naval ship design , 2010 .

[21]  A. M. Madni,et al.  HUMANE: a knowledge-based simulation environment for human-machine function allocation , 1988, Proceedings of the IEEE 1988 National Aerospace and Electronics Conference.

[22]  A. Wayne Wymore,et al.  Model-based systems engineering : an introduction to the mathematical theory of discrete systems and to the tricotyledon theory of system design , 1993 .

[23]  Jerry Fisher,et al.  From the Editor: Model-Based Systems Engineering: A New Paradigm , 1998 .