UAV collision risk assessment in terminal restricted area by heatmap representation
The frequent intrusion of unmanned aerial vehicles (UAVs) into civil aviation airports poses a severe challenge to the safety management of the airport. The subsequent flight delays and even the closure of the runway have seriously affected the normal operation of the airport. To measure the coll...
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sg-ntu-dr.10356-1648702023-03-01T03:19:08Z UAV collision risk assessment in terminal restricted area by heatmap representation Zhang, Na Liu, Hu Low, Kin Huat School of Mechanical and Aerospace Engineering AIAA SCITECH 2023 Forum Air Traffic Management Research Institute Engineering::Aeronautical engineering Unmanned Aerial Vehicle The frequent intrusion of unmanned aerial vehicles (UAVs) into civil aviation airports poses a severe challenge to the safety management of the airport. The subsequent flight delays and even the closure of the runway have seriously affected the normal operation of the airport. To measure the collision risk of the Unmanned-Manned (U-M) encounter (intruding UAV to manned aircraft), a collision risk assessment platform is developed in this paper to predict the U-M encounter collision risk of the airport restricted area. The designed platform can be used to dynamically generate 3D trajectories of the U-M encounter, and to assess the collision risk with the changing of the relative distance in the probabilistic curve. Further, to predict the collision risk of the airport restricted area, the collision risk heatmap representation is then introduced. A case study of Changi Airport, Singapore is employed to generate the runway collision risk heatmap based on the designed collision risk assessment platform. The results demonstrate how the collision risk of the separate runway and the integrated runway distributes. Civil Aviation Authority of Singapore (CAAS) National Research Foundation (NRF) Submitted/Accepted version This project is supported by the National Research Foundation, Singapore, and the Civil Aviation Authority of Singapore, under the Aviation Transformation Programme. 2023-02-28T13:54:56Z 2023-02-28T13:54:56Z 2023 Conference Paper Zhang, N., Liu, H. & Low, K. H. (2023). UAV collision risk assessment in terminal restricted area by heatmap representation. AIAA SCITECH 2023 Forum, 1-18. https://dx.doi.org/10.2514/6.2023-0737 https://hdl.handle.net/10356/164870 10.2514/6.2023-0737 1 18 en © 2023 by Nanyang TehnologicalUniversity. Published by the American Institute of Aeronautics and Astronautics, Inc., with permission. All rights reserved. This paper was published in Proceedings of AIAA SCITECH 2023 Forum and is made available with permission of Nanyang Technological University. application/pdf |
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Engineering::Aeronautical engineering Unmanned Aerial Vehicle Zhang, Na Liu, Hu Low, Kin Huat UAV collision risk assessment in terminal restricted area by heatmap representation |
description |
The frequent intrusion of unmanned aerial vehicles (UAVs) into civil aviation airports
poses a severe challenge to the safety management of the airport. The subsequent flight delays
and even the closure of the runway have seriously affected the normal operation of the airport.
To measure the collision risk of the Unmanned-Manned (U-M) encounter (intruding UAV to
manned aircraft), a collision risk assessment platform is developed in this paper to predict the
U-M encounter collision risk of the airport restricted area. The designed platform can be used
to dynamically generate 3D trajectories of the U-M encounter, and to assess the collision risk
with the changing of the relative distance in the probabilistic curve. Further, to predict the
collision risk of the airport restricted area, the collision risk heatmap representation is then
introduced. A case study of Changi Airport, Singapore is employed to generate the runway
collision risk heatmap based on the designed collision risk assessment platform. The results
demonstrate how the collision risk of the separate runway and the integrated runway
distributes. |
author2 |
School of Mechanical and Aerospace Engineering |
author_facet |
School of Mechanical and Aerospace Engineering Zhang, Na Liu, Hu Low, Kin Huat |
format |
Conference or Workshop Item |
author |
Zhang, Na Liu, Hu Low, Kin Huat |
author_sort |
Zhang, Na |
title |
UAV collision risk assessment in terminal restricted area by heatmap representation |
title_short |
UAV collision risk assessment in terminal restricted area by heatmap representation |
title_full |
UAV collision risk assessment in terminal restricted area by heatmap representation |
title_fullStr |
UAV collision risk assessment in terminal restricted area by heatmap representation |
title_full_unstemmed |
UAV collision risk assessment in terminal restricted area by heatmap representation |
title_sort |
uav collision risk assessment in terminal restricted area by heatmap representation |
publishDate |
2023 |
url |
https://hdl.handle.net/10356/164870 |
_version_ |
1759853485228032000 |