Tackling uncertainties in aircraft maintenance routing: A review of emerging technologies

HL Ma, Y Sun, SH Chung, HK Chan - Transportation Research Part E …, 2022 - Elsevier
Aircraft maintenance routing (AMR) is crucial for both passenger airlines and cargo airlines
to maintain flight operations efficiency, meanwhile it ensures that aircraft fulfill the civil …

Future aircraft turnaround operations considering post-pandemic requirements

M Schultz, J Evler, E Asadi, H Preis, H Fricke… - Journal of Air Transport …, 2020 - Elsevier
Air Transportation is a major contributor to international mobility and has high requirements
to ensure safe and secure operations. Aircraft ground operations are impacted significantly …

A deep learning approach for flight delay prediction through time-evolving graphs

K Cai, Y Li, YP Fang, Y Zhu - IEEE Transactions on Intelligent …, 2021 - ieeexplore.ieee.org
Flight delay prediction has recently gained growing popularity due to the significant role it
plays in efficient airline and airport operation. Most of the previous prediction works consider …

Graph to sequence learning with attention mechanism for network-wide multi-step-ahead flight delay prediction

J Bao, Z Yang, W Zeng - Transportation Research Part C: Emerging …, 2021 - Elsevier
The primary objective of this study is to predict network-wide multi-step-ahead flight delay. A
novel graph-to-sequence learning architecture with attention mechanism (AG2S-Net) is …

[HTML][HTML] Integration of turnaround and aircraft recovery to mitigate delay propagation in airline networks

J Evler, M Lindner, H Fricke, M Schultz - Computers & Operations Research, 2022 - Elsevier
This article presents a novel approach to incorporate the aircraft turnaround, which has
recently been identified as one of the major contributors to airline delay, into existing …

Airline crew scheduling: Models and algorithms

X Wen, X Sun, Y Sun, X Yue - Transportation research part E: logistics and …, 2021 - Elsevier
The airline crew scheduling problem has become a crucial but challenging task for
commercial airlines for decades. Airlines are operating with two types of air crew: cockpit …

[HTML][HTML] Airline ground operations: Schedule recovery optimization approach with constrained resources

J Evler, E Asadi, H Preis, H Fricke - Transportation Research Part C …, 2021 - Elsevier
Most airlines have established integrated hub and operations control centers for the
monitoring and adjustment of tactical operations. However, decisions in such a control …

Timescales of delay propagation in airport networks

Y Wang, MZ Li, K Gopalakrishnan, T Liu - Transportation Research Part E …, 2022 - Elsevier
Flight delays persist and spread in airport networks due to high interconnectivity in the air
transportation infrastructure. How quickly delay propagates between two airports is …

Data science and analytics in aviation

SH Chung, HL Ma, M Hansen, TM Choi - Transportation research part E …, 2020 - Elsevier
Data science and analytics are attracting more and more attention from researchers and
practitioners in recent years. Due to the rapid development of advanced technologies …

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 …