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Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22927
Abstract: Air traffic systems are of great significance to our society. However, air traffic systems are extremely complicated since an air traffic system encompasses many components which could evolve over time. It is therefore challenging to…
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Keywords:
system;
evolution dynamics;
traffic systems;
traffic ... See more keywords
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Published in 2021 at "Neural Computing and Applications"
DOI: 10.1007/s00521-021-05748-7
Abstract: In this work we investigate the use of hierarchical multiagent reinforcement learning methods for the computation of policies to resolve congestion problems in the air traffic management domain. To address cases where the demand of…
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Keywords:
reinforcement learning;
reinforcement;
air traffic;
multiagent reinforcement ... See more keywords
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Published in 2019 at "CEAS Aeronautical Journal"
DOI: 10.1007/s13272-019-00405-1
Abstract: The area of spaceflight, especially human space flight, experienced a change in the past decades. Due to the privatization of space flight, many advances were provided and human space flight was pushed forward. The number…
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Keywords:
spacecraft;
air traffic;
space;
initial state ... See more keywords
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Published in 2017 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2017.08.820
Abstract: Abstract Congestion in the air traffic network is a problem with an increasing relevance for airlines costs as well as for airspace safety. One of the major issue is the limited capacity of the air…
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Keywords:
network;
air traffic;
air;
congestion ... See more keywords
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Published in 2018 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2018.11.497
Abstract: Abstract Increasing the density of aircraft traffic and complication of schemes of the air traffic control (ATC) create difficulties for the air traffic control operator to make “by-hands” decisions for organization of non-conflict motions and…
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Keywords:
traffic;
air traffic;
traffic control;
flight ... See more keywords
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Published in 2021 at "IFAC-PapersOnLine"
DOI: 10.1016/j.ifacol.2021.06.020
Abstract: Abstract A flying aircraft generates wake turbulence behind it from its wingtips. The stability of an aircraft will be affected if it encounters wake turbulence. Successive arrival aircraft at a runway have to maintain appropriate…
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Keywords:
separation;
support algorithm;
air traffic;
arrival separation ... See more keywords
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Published in 2017 at "Journal of Air Transport Management"
DOI: 10.1016/j.jairtraman.2017.10.001
Abstract: Abstract In the general air transportation system, air traffic controllers play a key role in maintaining a safe, orderly, and expeditious flow of air traffic. The fulfillment of this role is hindered as the complexity…
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Keywords:
air;
controllers workload;
workload stress;
air traffic ... See more keywords
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Published in 2018 at "Journal of Air Transport Management"
DOI: 10.1016/j.jairtraman.2017.10.003
Abstract: Given the unique nature and extreme work requirements of air traffic control units (e.g., high work demands, intolerance for mistakes, long working hours and night shifts), this study problematizes two critical yet understudied variables in…
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Keywords:
work;
paternalistic leadership;
work engagement;
air traffic ... See more keywords
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Published in 2018 at "Journal of Air Transport Management"
DOI: 10.1016/j.jairtraman.2018.06.009
Abstract: Abstract This paper discusses the air traffic flow management problem under the new operating paradigm of collaborative rerouting. A route and slot allocation model that incorporates flight operator's disutility cost of rerouting to avoid an…
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Keywords:
air traffic;
traffic flow;
management;
flow management ... See more keywords
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Published in 2019 at "Journal of Air Transport Management"
DOI: 10.1016/j.jairtraman.2018.12.007
Abstract: We present a re-designed European Air Traffic Management value-chain, with a new role for the Network Manager, which coordinates capacity and demand management decisions, using economic instruments for both areas. A conceptual and mathematical model…
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Keywords:
demand management;
air traffic;
management;
capacity ... See more keywords
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Published in 2018 at "Physica A: Statistical Mechanics and its Applications"
DOI: 10.1016/j.physa.2018.02.030
Abstract: Abstract Understanding the dynamic evolution and fluctuation characteristics of air traffic flow volume time series is the basis for designing effective air traffic flow management measures and controlling strategy. The research on optimization and control…
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Keywords:
traffic flow;
fluctuation;
air traffic;