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 …

[HTML][HTML] Delay causality network in air transport systems

WB Du, MY Zhang, Y Zhang, XB Cao… - … research part E: logistics …, 2018 - Elsevier
To better understand the mechanism of flight delay propagation at the system-level, we built
a delay causality network (DCN) based on the Granger causality test. Through topological …

[HTML][HTML] Network analysis of Chinese air transport delay propagation

M Zanin, S Belkoura, Y Zhu - Chinese Journal of Aeronautics, 2017 - Elsevier
The Chinese air transport system has witnessed an important evolution in the last decade,
with a strong increase in the number of flights operated and a consequent reduction of their …

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 …

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 …

[HTML][HTML] A spatial–temporal network perspective for the propagation dynamics of air traffic delays

Q Cai, S Alam, VN Duong - Engineering, 2021 - Elsevier
Intractable delays occur in air traffic due to the imbalance between ever-increasing air traffic
demand and limited airspace capacity. As air traffic is associated with complex air transport …

[HTML][HTML] Analysis of the effect of extreme weather on the US domestic air network. A delay and cancellation propagation network approach

A Bombelli, JM Sallan - Journal of Transport Geography, 2023 - Elsevier
Flight delays are one of the most discussed, yet not fully understood, topics in the aviation
industry. In this paper, we shed more light into propagation of flight delays by providing a …

[HTML][HTML] Local and Network-Wide Time Scales of Delay Propagation in Air Transport: A Granger Causality Approach

L Pastorino, M Zanin - Aerospace, 2023 - mdpi.com
Complex network theory, in conjunction with metrics able to detect causality relationships
from time series, has recently emerged as an effective and intuitive way of studying delay …

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 …

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 …