Air traffic flow management under uncertainty using chance-constrained optimization

J Chen, L Chen, D Sun - Transportation Research Part B: Methodological, 2017 - Elsevier
In order to efficiently balance traffic demand and capacity, optimization of Air Traffic Flow
Management (ATFM) relies on accurate predictions of future capacity states. However, these …

Total unimodularity and decomposition method for large-scale air traffic cell transmission model

P Wei, Y Cao, D Sun - Transportation research part B: Methodological, 2013 - Elsevier
In an earlier work, Sun and Bayen built a Large-Capacity Cell Transmission Model for air
traffic flow management. They formulated an integer programming problem of minimizing the …

A network based dynamic air traffic flow model for en route airspace system traffic flow optimization

D Chen, M Hu, H Zhang, J Yin, K Han - Transportation Research Part E …, 2017 - Elsevier
This study proposes a mesoscopic dynamic air traffic model based on a dynamic network for
en route airspaces by characterizing the dynamics and distribution of traffic speed. Based on …

Reviewing the DATAS of aviation research data: Diversity, availability, tractability, applicability, and sources

MZ Li, MS Ryerson - Journal of Air Transport Management, 2019 - Elsevier
The field of aviation research is entering the era of big data. While data-driven
advancements in aviation have clearly brought about applicable models and results with …

Empirical exploration of air traffic and human dynamics in terminal airspaces

L Yang, S Yin, M Hu, K Han, H Zhang - Transportation Research Part C …, 2017 - Elsevier
We propose a multi-layer network approach to model and analyze air traffic terminal
networks, which are viewed as complex, task-critical, techno-social systems with numerous …

Predicting air traffic congested areas with long short-term memory networks

L Shi-Garrier, D Delahaye… - Fourteenth USA/Europe …, 2021 - enac.hal.science
The Extended ATC Planning (EAP) function aims at bridging the gap between Air Traffic
Flow & Capacity Management (ATFCM) and Air Traffic Control (ATC) by predicting air traffic …

Strategic air traffic planning with Fréchet distance aggregation and rerouting

A Bombelli, L Soler, E Trumbauer… - Journal of Guidance …, 2017 - arc.aiaa.org
An aggregate route model for strategic air traffic flow management is presented. It is an
Eulerian model, describing the flow between segments of unidirectional point-to-point …

Resilient uav traffic congestion control using fluid queuing models

J Zhou, L **, X Wang, D Sun - IEEE Transactions on Intelligent …, 2020 - ieeexplore.ieee.org
In this paper, we address the issue of congestion in future Unmanned Aerial Vehicle (UAVs)
traffic system in uncertain weather. We treat the traffic of UAVs as fluid queues, and …

Two-stage scalable air traffic flow management model under uncertainty

GGN Sandamali, R Su, KLK Sudheera… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
In order to efficiently balance the current and future air traffic demands with the system
capacity, a proper Air Traffic Flow Management (ATFM) approach is required. The current …

[HTML][HTML] Robust pre-departure scheduling for a nation-wide air traffic flow management

YAN Jianzhong, HU Haoran, W Yanjun… - Chinese Journal of …, 2024 - Elsevier
Air traffic flow management has been a major means for balancing air traffic demand and
airport or airspace capacity to reduce congestion and flight delays. However, unpredictable …