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Simulation Studies of 4D Volume-based Pre-departure Strategic Deconfliction under Wind Uncertainties for Package Delivery sUASThis research aims to study the trade-off between safety and efficiency of 4D volume-based pre-departure strategic deconfliction (SD) under wind uncertainty in the small unmanned aircraft systems (sUAS) traffic management (UTM) environment for beyond-visual-line-of-sight (BVLOS) flight operations, specifically considering unmanned aircraft (UA-to-UA) conflicts. In this research, simulation-based studies are performed using NASA’s Flexible Engine for Fast-time Evaluation of Flight Environments (Fe3 ) simulator by varying operational volume block (OVB) sizing, wind uncertainty (magnitude and direction), sUAS package delivery demand rate, and air traffic complexity. The simulation results suggest that employing 4D volume-based pre-departure strategic deconfliction using relatively larger OVB sizing does not always ensure higher-level of safety when sUAS are flying in a constant airspeed mode under wind uncertainty. Therefore, safety in the UTM ecosystem under wind uncertainty is contingent upon additional conflict management services and the presence of flight control features, for example, the participating sUAS maintaining a constant groundspeed.
Document ID
20250005293
Acquisition Source
Ames Research Center
Document Type
Technical Memorandum (TM)
Authors
Priyank Pradeep
(Analytical Mechanics Associates (United States) Hampton, Virginia, United States)
Seungman Lee
(Ames Research Center Mountain View, United States)
Joseph P Silva
(ASRC Federal Data Solutions, LLC Mountain View, CA, USA)
Jose Ignacio de Alvear Cardenas
(San Jose State University San Jose, United States)
Vincent H Kuo
(Metis Technology Solutions, Inc. Albuquerque, NM)
Min Xue
(Ames Research Center Mountain View, United States)
Gautam Sai Yarramreddy
(Universities Space Research Association Columbia, United States)
Date Acquired
May 20, 2025
Publication Date
June 1, 2025
Subject Category
Air Transportation and Safety
Report/Patent Number
NASA/TM-20250005293
Funding Number(s)
PROJECT: 629660
CONTRACT_GRANT: 80ARC024DA007
CONTRACT_GRANT: 80ARC020D0006
CONTRACT_GRANT: 80NSSC22M0060
CONTRACT_GRANT: 80ARC025D0002
Distribution Limits
Public
Copyright
Portions of document may include copyright protected material.
Technical Review
NASA Technical Management
Keywords
Aggregate Conformance Monitoring
Wind Uncertainties
4D Volume Blocks
Operational Intent
Strategic Deconfliction
UTM
UAS
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