Climate-aware air traffic flow management optimization via column generation

被引:1
作者
Demouge, Celine [1 ]
Mongeau, Marcel [1 ]
Couellan, Nicolas [1 ,2 ]
Delahaye, Daniel [1 ]
机构
[1] Univ Toulouse, ENAC, 7 Ave Edouard Belin, F-31400 Toulouse, France
[2] Univ Toulouse, Inst Math Toulouse, UMR 5219, CNRS,UPS, F-31062 Toulouse 9, France
关键词
Air traffic flow management; Contrails; Column generation; Climate impact; Contrail metrics; MODEL;
D O I
10.1016/j.trc.2024.104792
中图分类号
U [交通运输];
学科分类号
08 ; 0823 ;
摘要
Aviation is one of the global warming contributors. Its impact is due to CO2 2 and non-CO2 2 effects. Trajectory design is one of action levers for minimizing the environmental impact of air transportation. However, it affects the Air Traffic Management and should satisfy airspace constraints, especially airspace capacities. This paper proposes a climate-aware version of the Air Traffic Flow Management (ATFM), focusing on CO2 2 and one particular non-CO2 2 effect: condensation trails ( contrails ), although other non-CO2 2 effects can be integrated. A deterministic ATFM optimization model is proposed, solved by a column generation approach. This problem is solved using different metrics, from simple to more complex and realistic ones. Numerical experiments are conducted both in the lateral case and when the cruise altitude becomes a decision variable. The impact of airspace capacities is also evaluated. The problem instances that are studied are built from realistic open-access data and made publicly available.
引用
收藏
页数:17
相关论文
共 34 条
[11]  
Demouge C., 2023, Climate aware ATFM
[12]  
Desaulniers G., 2005, Column Generation
[13]   A sequence model for air traffic flow management rerouting problem [J].
Diao, Xudong ;
Chen, Chun-Hsien .
TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2018, 110 :15-30
[14]  
Dietmuller S., 2022, Geoscientific Model Development Discussions, V2022, P1
[15]  
Ehrgott Matthias, 2005, Multicriteria Optimization, V2
[16]  
Eurocontrol, 2022, R&D data
[17]   Transport impacts on atmosphere and climate: Metrics [J].
Fuglestvedt, J. S. ;
Shine, K. P. ;
Berntsen, T. ;
Cook, J. ;
Lee, D. S. ;
Stenke, A. ;
Skeie, R. B. ;
Velders, G. J. M. ;
Waitz, I. A. .
ATMOSPHERIC ENVIRONMENT, 2010, 44 (37) :4648-4677
[18]   How Well Can Persistent Contrails Be Predicted? [J].
Gierens, Klaus ;
Matthes, Sigrun ;
Rohs, Susanne .
AEROSPACE, 2020, 7 (12) :1-18
[19]  
Hamdan S., 2019, 2019 8 INT C MOD SIM
[20]  
Hersbach H., 2023, ERA5 hourly data on single levels from 1940 to present