Modelling of marine traffic flow complexity

Y Wen, Y Huang, C Zhou, J Yang, C **ao, X Wu - Ocean Engineering, 2015 - Elsevier
Recent increases in the number of high-speed, large-scale, and heavy-load vessels have
made marine traffic more complex. Traffic situations are more difficult to manage as a result …

A quasi-dynamic air traffic assignment model for mitigating air traffic complexity and congestion for high-density UAM operations

Z Wang, D Delahaye, JL Farges, S Alam - Transportation Research Part C …, 2023 - Elsevier
In spite of the significant effects of COVID-19, UAM operations are still expected to grow
smoothly and healthily in the near future. If such dense UAM traffic relies on tactical planning …

Toward air traffic complexity assessment in new generation air traffic management systems

M Prandini, L Piroddi, S Puechmorel… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
The characterization of complex air traffic situations is an important issue in air traffic
management (ATM). Within the current ground-based ATM system, complexity metrics have …

MAST-GNN: A multimodal adaptive spatio-temporal graph neural network for airspace complexity prediction

B Li, Z Li, J Chen, Y Yan, Y Lv, W Du - Transportation Research Part C …, 2024 - Elsevier
Airspace complexity is defined as an essential indicator to comprehensively measure the
safety of air traffic operational situations. A reliable prediction of airspace complexity can …

A novel framework for regional collision risk identification based on AIS data

Z Liu, Z Wu, Z Zheng - Applied Ocean Research, 2019 - Elsevier
Identification of regional collision risk in water area is of significance for the safety of
navigation. However, traditional risk identification models are subject to the limitations in …

Complexity optimal air traffic assignment in multi-layer transport network for Urban Air Mobility operations

Z Wang, D Delahaye, JL Farges, S Alam - Transportation Research Part C …, 2022 - Elsevier
Abstract Large numbers of Urban Air Mobility (UAM) vehicles are expected to operate in
urban airspace in the near future, exceeding the capacities of current airspace and Air Traffic …

Towards a model of regional vessel near-miss collision risk assessment for open waters based on AIS data

W Zhang, X Feng, Y Qi, F Shu, Y Zhang… - The Journal of …, 2019 - cambridge.org
The absence of a regional, open water vessel collision risk assessment system endangers
maritime traffic and hampers safety management. Most recent studies have analysed the risk …

Hyperheuristic approach based on reinforcement learning for air traffic complexity mitigation

P Juntama, D Delahaye, S Chaimatanan… - Journal of Aerospace …, 2022 - arc.aiaa.org
Airspace capacity has become a critical resource for air transportation. Complexity in traffic
patterns is a structural problem, whereby airspace capacity is sometimes saturated before …

Study on evolution characteristics of air traffic situation complexity based on complex network theory

H Wang, Z Song, R Wen, Y Zhao - Aerospace science and technology, 2016 - Elsevier
This study proposed a new method to describe air traffic situations based on the theory of
complex networks and elaborate its evolutionary laws, expecting to reveal the basic …

Air traffic assignment for intensive urban air mobility operations

Z Wang, D Delahaye, JL Farges, S Alam - Journal of Aerospace …, 2021 - arc.aiaa.org
In high-density urban air mobility (UAM) operations, mitigating congestion and reducing
structural constraints are key challenges. Pioneering urban airspace design projects expect …