Measuring Digital Engineering Effectiveness for Embedded Computing Systems
Paper: [CMU SEI]
Slides: [Naval Postgraduate School]
The 2018 release of the DoD’s Digital Engineering (DE) strategy and the success of applying DE methods in the mechanical and electrical engineering domains motivate application of DE methods in other product development workflows, such as systems and/or software engineering. The expected benefits of this are improved communication and traceability with reduced rework and risk. Organizations have demonstrated advantages of DE methods many times over by using model-based design and analysis methods, such as Finite Element Analysis (FEA) or SPICE (Simulation Program with Integrated Circuit Emphasis), to conduct detailed evaluations earlier in the process (i.e., shifting left).However, other domains such as embedded computing resources for cyber physical systems (CPS)have not yet effectively demonstrated how to incorporate relevant DE methods into their development workflows. Although there is broad support for SysML and there has been significant advancement in specific tools (e.g., MathWorks®, ANSYS®, and Dassault tool offerings) and standards like Modelica and AADL, the DE benefits to CPS engineering have not been broadly realized. In this paper, we will explore why CPS developers have been slow to embrace DE, how DE methods should be tailored to achieve their stakeholders' goals, and how to measure the effectiveness of DE-enabled workflows.
Create and Analyze System Models Using Architecture Analysis and Design Language
[ANSYS]ANSYS and Adventium Labs teamed up to demonstrate AADL-based analysis capabilities and their interoperability within ANSYS SCADE Architect. SCADE Architect provides a graphical modeling environment for AADL and Adventium Labs provides analysis tools driven by AADL’s standard semantics. SCADE Architect’s ability to process various system model languages enables engineers to create models that include components from disparate sources. Where those models describe embedded computing systems, SCADE Architect can bring the power of AADL analysis to bear, in this case using Adventium’s ARINC653 schedule analysis and generation tools.
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[TechdotMN]
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[University of Minnesota]Master of Science in Software Engineering and Bachelor of Science alum Tyler Smith spent his final year pursuing his undergraduate degree in computer science with one foot in college and the other in his career. In the summer of 2009, he interned at General Dynamics and was ambitious enough to maintain the position through the school year.
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I don’t know if there is a God. Neither do you. And that’s okay.
[The Salt Collective]In my sophomore year of college, I stopped going to church. Like many of my peers, I was busy with school, distracted by friends, and didn’t find church necessary. Surrounded by intelligent non-believers, I realized that through years of Sunday school, sermons, and worship services, nobody had explained to me why we believe any of it.
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