A multi-view attention-based spatial–temporal network for airport arrival flow prediction

Z Yan, H Yang, Y Wu, Y Lin - Transportation Research Part E: Logistics and …, 2023 - Elsevier
Accurate airport arrival flow prediction is a precondition for intelligent air traffic flow
management. However, most existing studies focus on the dynamic traffic flow in a single …

A knowledge-transfer-based learning framework for airspace operation complexity evaluation

X Cao, X Zhu, Z Tian, J Chen, D Wu, W Du - Transportation Research Part …, 2018 - Elsevier
A sector is a component airspace whose operation is allocated to an air traffic controller. The
operation complexity of a sector plays a critical role in the current Air Traffic Management …

Ground‐Air Traffic Congestion Propagation Model Based on Hierarchical Control Interdependent Network

F Jiang, Z Zhang, X Dai - Journal of Advanced Transportation, 2023 - Wiley Online Library
A multilayer network approach to model and analyze air traffic networks is proposed. These
networks are viewed as complex systems with interactions between airports, airspaces …

Multiscale complexity analysis on airport air traffic flow volume time series

H Liu, X Zhang, X Zhang - Physica A: Statistical Mechanics and its …, 2020 - Elsevier
Exploring the complexity of airport air traffic flow volume time series helps gain insights into
the evolution mechanism of the air traffic system. To obtain more reliable and stable entropy …

[HTML][HTML] A fusion framework to characterize and evaluate air traffic clusters based on potential field theory

Y Li, X Wen, Y Ai, Z Li - Alexandria Engineering Journal, 2024 - Elsevier
The dramatic increase in flight volume and density has inevitably led to the small-scale
clustering of aircraft, presenting significant challenges for air traffic controllers due to the …

Characteristics of Air Traffic Flow in Terminal Airspace: A Multiplex Recurrence Network Analysis

F Jiang, Z Zhang - IEEE Transactions on Intelligent …, 2024 - ieeexplore.ieee.org
We introduce a novel data analytics framework, using a multiplex recurrence network (MRN)
to analyze flight tracking flow fluctuations in multi-airport terminal areas, with a case study on …

Exploring the impact of flow values on multiscale complexity quantification of airport flight flow fluctuations

H Liu, X Zhang, H Hu, X Zhang - Chaos, Solitons & Fractals, 2022 - Elsevier
Being able to characterize the dynamic characteristics of the air traffic system and embody
the dynamic evolution thereof, the complexity of air traffic flows has attracted the broad …

Impact of aircraft speed heterogeneity on contingent flow control in 4D en-route operation

L Yang, K Han, C Borst, M Mulder - Transportation Research Part C …, 2020 - Elsevier
Understanding the impact of aircraft speed heterogeneity on air traffic operation is crucial for
airspace design and air traffic flow management. Speed heterogeneity (or aircraft mix) is …

Network modeling and evolution characteristics for air traffic risk situation in sectors

Z Hong-hai, LYU Wen-ying, WAN Jun-qiang… - 交通运输工程 …, 2023 - transport.chd.edu.cn
To accurately capture the air traffic operation situation in the airspace and improve the
operation efficiency of flight, the methods of network modeling for air traffic risk situation in …

[HTML][HTML] 扇区空中交通风险态势网络建模与演化特征

张洪海, 吕文颖, 万俊强, 杨磊 - 交通运输工程学报, 2023 - transport.chd.edu.cn
为了准确感知空域内空中交通运行态势, 提升飞行运行效能, 研究了扇区空中交通风险态势的
网络建模方法和演化特征, 基于实测数据验证了方法的可行性与有效性; 在扇区内以活跃航空器 …