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Digital Model-Based Engineering: Expectations, Prerequisites, and Challenges of InfusionDigital model-based engineering (DMbE) is the use of digital artifacts, digital environments, and digital tools in the performance of engineering functions. DMbE is intended to allow an organization to progress from documentation-based engineering methods to digital methods that may provide greater flexibility, agility, and efficiency. The term 'DMbE' was developed as part of an effort by the Model-Based Systems Engineering (MBSE) Infusion Task team to identify what government organizations might expect in the course of moving to or infusing MBSE into their organizations. The Task team was established by the Interagency Working Group on Engineering Complex Systems, an informal collaboration among government systems engineering organizations. This Technical Memorandum (TM) discusses the work of the MBSE Infusion Task team to date. The Task team identified prerequisites, expectations, initial challenges, and recommendations for areas of study to pursue, as well as examples of efforts already in progress. The team identified the following five expectations associated with DMbE infusion, discussed further in this TM: (1) Informed decision making through increased transparency, and greater insight. (2) Enhanced communication. (3) Increased understanding for greater flexibility/adaptability in design. (4) Increased confidence that the capability will perform as expected. (5) Increased efficiency. The team identified the following seven challenges an organization might encounter when looking to infuse DMbE: (1) Assessing value added to the organization. Not all DMbE practices will be applicable to every situation in every organization, and not all implementations will have positive results. (2) Overcoming organizational and cultural hurdles. (3) Adopting contractual practices and technical data management. (4) Redefining configuration management. The DMbE environment changes the range of configuration information to be managed to include performance and design models, database objects, as well as more traditional book-form objects and formats. (5) Developing information technology (IT) infrastructure. Approaches to implementing critical, enabling IT infrastructure capabilities must be flexible, reconfigurable, and updatable. (6) Ensuring security of the single source of truth (7) Potential overreliance on quantitative data over qualitative data. Executable/ computational models and simulations generally incorporate and generate quantitative vice qualitative data. The Task team also developed several recommendations for government, academia, and industry, as discussed in this TM. The Task team recommends continuing beyond this initial work to further develop the means of implementing DMbE and to look for opportunities to collaborate and share best practices.
Document ID
Acquisition Source
Marshall Space Flight Center
Document Type
Technical Memorandum (TM)
Hale, J. P.
(NASA Marshall Space Flight Center Huntsville, AL, United States)
Zimmerman, P.
(Office of the Deputy Assistant of Defense Alexandria, VA, United States)
Kukkala, G.
(Office of the Deputy Assistant of Defense Alexandria, VA, United States)
Guerrero, J.
(Naval Air Station Patuxent River, MD, United States)
Kobryn, P.
(Air Force Research Lab. Dayton, OH, United States)
Puchek, B.
(Department of Homeland Security Washington, DC, United States)
Bisconti, M.
(Department of Homeland Security Washington, DC, United States)
Baldwin, C.
(Federal Aviation Administration Morristown, NJ, United States)
Mulpuri, M.
(Department of Veterans Affairs Indianapolis, IN, United States)
Date Acquired
July 31, 2017
Publication Date
July 1, 2017
Subject Category
Engineering (General)
Report/Patent Number
Distribution Limits
Public Use Permitted.
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