Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0

Aviation contributes to climate change, and the climate impact of aviation is expected to increase further. Adaptations of aircraft routings in order to reduce the climate impact are an important climate change mitigation measure. The air traffic simulator AirTraf, as a submodel of the European Cent...

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Published in:Geoscientific Model Development
Main Authors: Yamashita, Hiroshi (author), Yin, F. (author), Grewe, V. (author), Jöckel, Partrick (author), Matthes, Sigrun (author), Kern, B. (author), Dahlmann, Katrin (author), Frömming, Christine (author)
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:http://resolver.tudelft.nl/uuid:2c35e811-43f2-4c3b-a639-c4eab8748cff
https://doi.org/10.5194/gmd-13-4869-2020
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spelling fttudelft:oai:tudelft.nl:uuid:2c35e811-43f2-4c3b-a639-c4eab8748cff 2024-04-28T08:31:32+00:00 Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0 Yamashita, Hiroshi (author) Yin, F. (author) Grewe, V. (author) Jöckel, Partrick (author) Matthes, Sigrun (author) Kern, B. (author) Dahlmann, Katrin (author) Frömming, Christine (author) 2020 http://resolver.tudelft.nl/uuid:2c35e811-43f2-4c3b-a639-c4eab8748cff https://doi.org/10.5194/gmd-13-4869-2020 en eng http://www.scopus.com/inward/record.url?scp=85092773049&partnerID=8YFLogxK Geoscientific Model Development--1991-959X--9eabd259-dace-4eb2-9c07-52f758328bdd http://resolver.tudelft.nl/uuid:2c35e811-43f2-4c3b-a639-c4eab8748cff https://doi.org/10.5194/gmd-13-4869-2020 © 2020 Hiroshi Yamashita, F. Yin, V. Grewe, Partrick Jöckel, Sigrun Matthes, B. Kern, Katrin Dahlmann, Christine Frömming journal article 2020 fttudelft https://doi.org/10.5194/gmd-13-4869-2020 2024-04-10T00:03:45Z Aviation contributes to climate change, and the climate impact of aviation is expected to increase further. Adaptations of aircraft routings in order to reduce the climate impact are an important climate change mitigation measure. The air traffic simulator AirTraf, as a submodel of the European Center HAMburg general circulation model (ECHAM) and Modular Earth Submodel System (MESSy) Atmospheric Chemistry (EMAC) model, enables the evaluation of such measures. For the first version of the submodel AirTraf, we concentrated on the general setup of the model, including departure and arrival, performance and emissions, and technical aspects such as the parallelization of the aircraft trajectory calculation with only a limited set of optimization possibilities (time and distance). Here, in the second version of AirTraf, we focus on enlarging the objective functions by seven new options to enable assessing operational improvements in many more aspects including economic costs, contrail occurrence, and climate impact. We verify that the AirTraf setup, e.g., in terms of number and choice of design variables for the genetic algorithm, allows us to find solutions even with highly structured fields such as contrail occurrence. This is shown by example simulations of the new routing options, including around 100 North Atlantic flights of an Airbus A330 aircraft for a typical winter day. The results clearly show that AirTraf 2.0 can find the different families of optimum flight trajectories (three-dimensional) for specific routing options; those trajectories minimize the corresponding objective functions successfully. The minimum cost option lies between the minimum time and the minimum fuel options. Thus, aircraft operating costs are minimized by taking the best compromise between flight time and fuel use. The aircraft routings for contrail avoidance and minimum climate impact reduce the potential climate impact which is estimated by using algorithmic climate change functions, whereas these two routings increase the aircraft ... Article in Journal/Newspaper North Atlantic Delft University of Technology: Institutional Repository Geoscientific Model Development 13 10 4869 4890
institution Open Polar
collection Delft University of Technology: Institutional Repository
op_collection_id fttudelft
language English
description Aviation contributes to climate change, and the climate impact of aviation is expected to increase further. Adaptations of aircraft routings in order to reduce the climate impact are an important climate change mitigation measure. The air traffic simulator AirTraf, as a submodel of the European Center HAMburg general circulation model (ECHAM) and Modular Earth Submodel System (MESSy) Atmospheric Chemistry (EMAC) model, enables the evaluation of such measures. For the first version of the submodel AirTraf, we concentrated on the general setup of the model, including departure and arrival, performance and emissions, and technical aspects such as the parallelization of the aircraft trajectory calculation with only a limited set of optimization possibilities (time and distance). Here, in the second version of AirTraf, we focus on enlarging the objective functions by seven new options to enable assessing operational improvements in many more aspects including economic costs, contrail occurrence, and climate impact. We verify that the AirTraf setup, e.g., in terms of number and choice of design variables for the genetic algorithm, allows us to find solutions even with highly structured fields such as contrail occurrence. This is shown by example simulations of the new routing options, including around 100 North Atlantic flights of an Airbus A330 aircraft for a typical winter day. The results clearly show that AirTraf 2.0 can find the different families of optimum flight trajectories (three-dimensional) for specific routing options; those trajectories minimize the corresponding objective functions successfully. The minimum cost option lies between the minimum time and the minimum fuel options. Thus, aircraft operating costs are minimized by taking the best compromise between flight time and fuel use. The aircraft routings for contrail avoidance and minimum climate impact reduce the potential climate impact which is estimated by using algorithmic climate change functions, whereas these two routings increase the aircraft ...
format Article in Journal/Newspaper
author Yamashita, Hiroshi (author)
Yin, F. (author)
Grewe, V. (author)
Jöckel, Partrick (author)
Matthes, Sigrun (author)
Kern, B. (author)
Dahlmann, Katrin (author)
Frömming, Christine (author)
spellingShingle Yamashita, Hiroshi (author)
Yin, F. (author)
Grewe, V. (author)
Jöckel, Partrick (author)
Matthes, Sigrun (author)
Kern, B. (author)
Dahlmann, Katrin (author)
Frömming, Christine (author)
Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
author_facet Yamashita, Hiroshi (author)
Yin, F. (author)
Grewe, V. (author)
Jöckel, Partrick (author)
Matthes, Sigrun (author)
Kern, B. (author)
Dahlmann, Katrin (author)
Frömming, Christine (author)
author_sort Yamashita, Hiroshi (author)
title Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_short Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_full Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_fullStr Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_full_unstemmed Newly developed aircraft routing options for air traffic simulation in the chemistry–climate model EMAC 2.53: AirTraf 2.0
title_sort newly developed aircraft routing options for air traffic simulation in the chemistry–climate model emac 2.53: airtraf 2.0
publishDate 2020
url http://resolver.tudelft.nl/uuid:2c35e811-43f2-4c3b-a639-c4eab8748cff
https://doi.org/10.5194/gmd-13-4869-2020
genre North Atlantic
genre_facet North Atlantic
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https://doi.org/10.5194/gmd-13-4869-2020
op_rights © 2020 Hiroshi Yamashita, F. Yin, V. Grewe, Partrick Jöckel, Sigrun Matthes, B. Kern, Katrin Dahlmann, Christine Frömming
op_doi https://doi.org/10.5194/gmd-13-4869-2020
container_title Geoscientific Model Development
container_volume 13
container_issue 10
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