NASA Logo

NTRS

NTRS - NASA Technical Reports Server

Due to the lapse in federal government funding, NASA is not updating this website. We sincerely regret this inconvenience.

Back to Results
Digital Assistance for System Requirement Discovery and Analysis using Machine Learning Natural Language Processing AlgorithmNASA’s Air Traffic Management-Exploration (ATM-X) Urban Air Mobility (UAM) Airspace Subproject is conducting research that evolves UAM airspace towards a highly automated and operationally flexible system of the future (see https://www.nasa.gov/uam-overview/ for more information). The complexity of UAM airspace, and its evolution through a series of transformative epochs, requires a planning tool to effectively organize, integrate, and communicate the research that will guide the evolution of UAM operations in the National Airspace System (NAS). The planning tool, called the UAM airspace research roadmap (or just roadmap), is being developed as a new system engineering methodology leveraging model based system engineering (MBSE) and machine learning natural language processing (ML NLP, or just NLP) capabilities. This presentation gives an overview of the NLP application within this system engineering methodology and will describe how it is being used to meet the ATM-X UAM Airspace Subproject’s overarching research goals.
Document ID
20220013407
Acquisition Source
Langley Research Center
Document Type
Presentation
Authors
Nipa Phojanamongkolkij
(Langley Research Center Hampton, Virginia, United States)
Braxton VanGundy
(EAST2)
Ian Levitt
(Langley Research Center Hampton, Virginia, United States)
Heidi Glaudel
(Langley Research Center Hampton, Virginia, United States)
Date Acquired
August 31, 2022
Subject Category
Cybernetics, Artificial Intelligence And Robotics
Meeting Information
Meeting: The Research and Application Workshop on AI4SE & SE4AI
Location: Hoboken, NJ
Country: US
Start Date: September 21, 2022
End Date: September 22, 2022
Sponsors: United States Department of the Army
Funding Number(s)
WBS: 629660.02.31.07.01
CONTRACT_GRANT: NNX16MB01C
Distribution Limits
Public
Copyright
Public Use Permitted.
Patent
SG Notes: Filed provisional (LAR-20223-P).
Patent Application
Keywords
ATM
UAM
MBSE
ML
NLP
Digital Transformation
systems engineering
requirement analysis
No Preview Available