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 …
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
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 …
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
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 …
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
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 …
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 …
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
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 …
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 …
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 …
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 …
complex networks and elaborate its evolutionary laws, expecting to reveal the basic …
Air traffic assignment for intensive urban air mobility operations
In high-density urban air mobility (UAM) operations, mitigating congestion and reducing
structural constraints are key challenges. Pioneering urban airspace design projects expect …
structural constraints are key challenges. Pioneering urban airspace design projects expect …