Aircraft taxi time prediction: Feature importance and their implications

X Wang, AEI Brownlee, JR Woodward… - … Research Part C …, 2021 - Elsevier
Taxiing remains a major bottleneck at many airports. Recently, several approaches to
allocating efficient routes for taxiing aircraft have been proposed. The routing algorithms …

[HTML][HTML] A fuzzy approach to addressing uncertainty in airport ground movement optimisation

AEI Brownlee, M Weiszer, J Chen, S Ravizza… - … Research Part C …, 2018 - Elsevier
Allocating efficient routes to taxiing aircraft, known as the Ground Movement problem, is
increasingly important as air traffic levels continue to increase. If taxiways cannot be reliably …

A more realistic approach for airport ground movement optimisation with stand holding

S Ravizza, JAD Atkin, EK Burke - Journal of Scheduling, 2014 - Springer
In addition to having to handle constantly increasing numbers of aircraft, modern airports
also have to address a wide range of environmental regulations and requirements. As …

Fundamental diagrams of airport surface traffic: Models and applications

L Yang, S Yin, K Han, J Haddad, M Hu - Transportation research part B …, 2017 - Elsevier
This paper reveals and explores the flow characteristics of airport surface network on both
mesoscopic and macroscopic levels. We propose an efficient modeling approach based on …

Aircraft taxi time prediction: comparisons and insights

S Ravizza, J Chen, JAD Atkin, P Stewart… - Applied Soft Computing, 2014 - Elsevier
The predicted growth in air transportation and the ambitious goal of the European
Commission to have on-time performance of flights within 1 min makes efficient and …

[HTML][HTML] A chance-constrained programming model for airport ground movement optimisation with taxi time uncertainties

X Wang, AEI Brownlee, M Weiszer… - … Research Part C …, 2021 - Elsevier
Airport ground movement remains a major bottleneck for air traffic management. Existing
approaches have developed several routing allocation methods to address this problem, in …

Toward a more realistic, cost-effective, and greener ground movement through active routing—Part I: Optimal speed profile generation

J Chen, M Weiszer, P Stewart… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Among all airport operations, aircraft ground movement plays a key role in improving overall
airport capacity as it links other airport operations. Moreover, ever-increasing air traffic, rising …

[HTML][HTML] Heuristic search for the coupled runway sequencing and taxiway routing problem

U Benlic, AEI Brownlee, EK Burke - Transportation Research Part C …, 2016 - Elsevier
This paper presents the first local search heuristic for the coupled runway sequencing
(arrival & departure) and taxiway routing problems, based on the receding horizon (RH) …