Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy
Urban air mobility (UAM) has attracted the attention of aircraft manufacturers, air navigation service providers and governments in recent years. Preventing the conflict among urban aircraft is crucial to UAM traffic safety, which is a key in enabling large scale UAM operation. Pre-flight conflict-f...
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sg-ntu-dr.10356-1529782021-10-30T20:10:21Z Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy Dai, Wei Pang, Bizhao Low, Kin Huat School of Mechanical and Aerospace Engineering Air Traffic Management Research Institute Engineering::Aeronautical engineering Air Traffic Management Urban Air Mobility Urban air mobility (UAM) has attracted the attention of aircraft manufacturers, air navigation service providers and governments in recent years. Preventing the conflict among urban aircraft is crucial to UAM traffic safety, which is a key in enabling large scale UAM operation. Pre-flight conflict-free path planning can provide a strategic layer in the maintenance of safety performance, thus becomes an important element in UAM. This paper aims at tackling conflict-free path planning problem for UAM operation with a consideration of four-dimensional airspace management. In the paper, we first introduce AirMatrix, previously developed by the team, and extend it as a four-dimensional airspace management concept. On the basis of AirMatrix, we formulate the shortest flight time path planning problem considering resolution of conflicts with both static and dynamic obstacles. A Conflict-Free A* (CFA*) algorithm is developed for planning four-dimensional paths based on first-come-first-served scheme. The algorithm contains a novel design of heuristic function as well as a conflict detection and resolution strategy. Numerical simulation was carried out using the building information in a typical urban area in Singapore. The results show that the algorithm can generate paths resolving a significant number of potential conflicts in airspace utilization, with acceptable computational time and flight delay. The findings of this study will provide references for stakeholders to support the development of UAM. Civil Aviation Authority of Singapore (CAAS) Nanyang Technological University National Research Foundation (NRF) Accepted version This research is supported by the Civil Aviation Authority of Singapore and the Nanyang Technological University, Singapore under their collaboration in the Air Traffic Management Research Institute. Any opinions, findings and conclusions or recommendations expressed in this material are those of the authors and do not reflect the views of the Civil Aviation Authority of Singapore. 2021-10-27T06:37:55Z 2021-10-27T06:37:55Z 2021 Journal Article Dai, W., Pang, B. & Low, K. H. (2021). Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy. Aerospace Science and Technology, 119, 107154-. https://dx.doi.org/10.1016/j.ast.2021.107154 1270-9638 https://hdl.handle.net/10356/152978 10.1016/j.ast.2021.107154 119 107154 en Aerospace Science and Technology © 2021 Elsevier Masson SAS. All rights reserved. This paper was published by Elsevier in Aerospace Science and Technology and is made available with permission of Elsevier Masson SAS. application/pdf |
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Engineering::Aeronautical engineering Air Traffic Management Urban Air Mobility Dai, Wei Pang, Bizhao Low, Kin Huat Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy |
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Urban air mobility (UAM) has attracted the attention of aircraft manufacturers, air navigation service providers and governments in recent years. Preventing the conflict among urban aircraft is crucial to UAM traffic safety, which is a key in enabling large scale UAM operation. Pre-flight conflict-free path planning can provide a strategic layer in the maintenance of safety performance, thus becomes an important element in UAM. This paper aims at tackling conflict-free path planning problem for UAM operation with a consideration of four-dimensional airspace management. In the paper, we first introduce AirMatrix, previously developed by the team, and extend it as a four-dimensional airspace management concept. On the basis of AirMatrix, we formulate the shortest flight time path planning problem considering resolution of conflicts with both static and dynamic obstacles. A Conflict-Free A* (CFA*) algorithm is developed for planning four-dimensional paths based on first-come-first-served scheme. The algorithm contains a novel design of heuristic function as well as a conflict detection and resolution strategy. Numerical simulation was carried out using the building information in a typical urban area in Singapore. The results show that the algorithm can generate paths resolving a significant number of potential conflicts in airspace utilization, with acceptable computational time and flight delay. The findings of this study will provide references for stakeholders to support the development of UAM. |
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School of Mechanical and Aerospace Engineering |
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School of Mechanical and Aerospace Engineering Dai, Wei Pang, Bizhao Low, Kin Huat |
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Article |
author |
Dai, Wei Pang, Bizhao Low, Kin Huat |
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Dai, Wei |
title |
Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy |
title_short |
Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy |
title_full |
Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy |
title_fullStr |
Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy |
title_full_unstemmed |
Conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy |
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conflict-free four-dimensional path planning for urban air mobility considering airspace occupancy |
publishDate |
2021 |
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https://hdl.handle.net/10356/152978 |
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1715201516577488896 |