Delay propagation network in air transport systems based on refined nonlinear Granger causality

Z Jia, X Cai, Y Hu, J Ji, Z Jiao - Transportmetrica B: Transport …, 2022 - Taylor & Francis
To probe deeply into the underlying mechanism of flight delay propagation, we construct the
delay propagation networks among airports via refined nonlinear Granger causality, which is …

Detecting delay propagation in regional air transport systems using convergent cross mapping and complex network theory

Z Guo, M Hao, B Yu, B Yao - Transportation Research Part E: Logistics and …, 2022 - Elsevier
It has been widely recognized that delay propagation is a widespread phenomenon in air
transport systems. Regional air transport systems are vulnerable to severe systemic delay …

Research on delay propagation mechanism of air traffic control system based on causal inference

L Zeng, B Wang, T Wang, Z Wang - Transportation Research Part C …, 2022 - Elsevier
In the air traffic control (ATC) system, delays are tightly coupled among airports.
Understanding the interactions of these delays is a prerequisite for accurate prediction …

Characterization of delay propagation in the air traffic network

Q Li, R Jing - Journal of Air Transport Management, 2021 - Elsevier
We build a delay propagation network based on Bayesian Network approach to study the
complex phenomenon of delay propagation within a large network consisting of the 100 …

A spatial-temporal approach for multi-airport traffic flow prediction through causality graphs

W Du, S Chen, Z Li, X Cao, Y Lv - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Accurate airport traffic flow estimation is crucial for the secure and orderly operation of the
aviation system. Recent advances in machine learning have achieved promising prediction …

Recent progress about flight delay under complex network

T Zhixing, H Shan, H Songchen - Complexity, 2021 - Wiley Online Library
Flight delay is one of the most challenging threats to operation of air transportation network
system. Complex network was introduced into research studies on flight delays due to its low …

A data-driven method to assess the causes and impact of delay propagation in air transportation systems

V Giannikas, A Ledwoch, G Stojković, P Costas… - … Research Part C …, 2022 - Elsevier
Air transportation systems are exposed to disruptions, which have significant impact on
operations. Airlines operate tight schedules to maximise resource utilisation, however, the …

[HTML][HTML] A geographical and operational deep graph convolutional approach for flight delay prediction

CAI Kaiquan, LI Yue, ZHU Yongwen, F Quan… - Chinese Journal of …, 2023 - Elsevier
Flight delay prediction has attracted great interest in civil aviation community due to its
significant role in airline planning, flight scheduling, airport operation, and passenger …

Finding spatial and temporal features of delay propagation via multi-layer networks

S Chen, W Du, R Liu, X Cao - Physica A: Statistical Mechanics and its …, 2023 - Elsevier
Air traffic system is a typical complex network with dynamic delay propagation between
airports. However, difficulties in measuring delay propagation strength and constructing …

New centrality and causality metrics assessing air traffic network interactions

P Mazzarisi, S Zaoli, F Lillo, L Delgado… - Journal of Air Transport …, 2020 - Elsevier
In ATM systems, the massive number of interacting entities makes it difficult to identify critical
elements and paths of disturbance propagation, as well as to predict the system-wide effects …