Gurtner, G., Bongiorno, C., Ducci, M. and Miccichè, S. 2017. An Empirically grounded Agent Based simulator for Air Traffic Management in the SESAR scenario. Journal of Air Transport Management. 59, pp. 26-43. https://doi.org/10.1016/j.jairtraman.2016.11.004
| Title | An Empirically grounded Agent Based simulator for Air Traffic Management in the SESAR scenario |
|---|---|
| Type | Journal article |
| Authors | Gurtner, G. |
| Bongiorno, C. | |
| Ducci, M. | |
| Miccichè, S. | |
| Abstract | In this paper we present a simulator allowing to perform policy experiments relative to the air traffic management. Different SESAR solutions can be implemented in the model to see the reaction of the different stakeholders as well as other relevant metrics (delay, safety, etc). The model describes both the strategic phase associated to the planning of the flight trajectories and the tactical modifications occurring in the en-route phase. An implementation of the model is available as an open-source software and is freely accessible by any user. More specifically, different procedures related to business trajectories and free-routing are tested and we illustrate the capabilities of the model on an airspace which implements these concepts. After performing numerical simulations with the model, we show that in a free-routing scenario the controllers perform less operations but the conflicts are dispersed over a larger portion of the airspace. This can potentially increase the complexity of conflict detection and resolution for controllers. In order to investigate this specific aspect, we consider some metrics used to measure traffic complexity. We first show that in non-free-routing situations our simulator deals with complexity in a way similar to what humans would do. This allows us to be confident that the results of our numerical simulations relative to the free-routing can reasonably forecast how human controllers would behave in this new situation. Specifically, our numerical simulations show that most of the complexity metrics decrease with free-routing, while the few metrics which increase are all linked to the flight level changes. This is a non-trivial result since intuitively the complexity should increase with free-routing because of problematic geometries and more dispersed conflicts over the airspace. |
| Keywords | Air Traffic Simulator; Agent-Based Model; ABM; Air Traffic Management; ATM; airspace complexity; free-routing |
| Journal | Journal of Air Transport Management |
| Journal citation | 59, pp. 26-43 |
| ISSN | 0969-6997 |
| Year | 2017 |
| Publisher | Elsevier |
| Accepted author manuscript | |
| Digital Object Identifier (DOI) | https://doi.org/10.1016/j.jairtraman.2016.11.004 |
| Publication dates | |
| Published in print | Mar 2017 |
| Published online | 29 Nov 2016 |
| Published | 29 Nov 2016 |
| Funder | EC (European Commission) |
| Eurocontrol |
A User-Driven Prioritisation Process implementation and optimisation for ATFM hotspot resolution
Castelli, L., Bolic, T., Gurtner, G. and Pilon, N. 2025. Forthcoming. A User-Driven Prioritisation Process implementation and optimisation for ATFM hotspot resolution. Transportation Research Part C: Emerging Technologies. 170 104894. https://doi.org/10.1016/j.trc.2024.104894
Open-Source Tools for Air Traffic Management Modelling and Research Workshop
Delgado, L., Gurtner, G., Bolic, T., Weiszer, M. and Cook, A.J. 2024. Open-Source Tools for Air Traffic Management Modelling and Research Workshop.
Can route charging incentivise environmentally-friendly trajectories? Presentation
Bolic, T., Gurtner, G., Cook, A.J. and Soolaki, M. 2024. Can route charging incentivise environmentally-friendly trajectories? Presentation. 14th SESAR Innovation Days. Rome, Italy 12 - 15 Nov 2024 SESAR.
Multimodal air-rail simulation model for evaluation of tactical disruptions
Weiszer, M., Delgado, L. and Gurtner, G. 2024. Multimodal air-rail simulation model for evaluation of tactical disruptions. 27th World Conference of the Air Transport Research Society (ATRS). Lisbon 01 - 05 Jul 2024 ATRS.
Explainable active learning metamodelling for simulations: method and experiments for ATM performance assessment
Gurtner, G., Riis, C., Antunes, A., Bolić, T., Cook, A.J., Azevedo, C.L. and Câmara Pereira, F. 2024. Explainable active learning metamodelling for simulations: method and experiments for ATM performance assessment. Transportation Research Part C. 166 104788. https://doi.org/10.1016/j.trc.2024.104788
Airlines' network analysis on an air-rail multimodal system
Luis Delgado, Cesar Trapote-Barreira, Adeline Montlaur, Tatjana Bolić, Gérald Gurtner and Tatjana Bolic 2023. Airlines' network analysis on an air-rail multimodal system. Journal of Open Aviation Science. 1 (2). https://doi.org/10.59490/joas.2023.7223
European performance assessment –challenges and concepts
Cook, A.J., Delgado, L., Tanner, G., Gurtner, G. and Bolic, T. 2023. European performance assessment –challenges and concepts.
Mercury - An open-source platform for the evaluation of air transport mobility - presentation
Delgado, L., Gurtner, G., Weiszer, M., Bolic, T. and Cook, A.J. 2023. Mercury - An open-source platform for the evaluation of air transport mobility - presentation. 13th SESAR Innovation Days. Seville, Spain 27 - 30 Nov 2023 SESAR.
Mercury - An open pax & flight simulator
Delgado, L., Gurtner, G., Weiszer, M. and Bolic, T. 2023. Mercury - An open pax & flight simulator. 13th SESAR Innovation Days. Seville, Spain 27 - 30 Nov 2023 SESAR.
Mercury: an open source platform for the evaluation of air transport mobility
Delgado, L., Gurtner, G., Weiszer, M., Bolic, T. and Cook, A.J. 2023. Mercury: an open source platform for the evaluation of air transport mobility. 13th SESAR Innovation Days. Seville, Spain 27 - 30 Nov 2023 SESAR. https://doi.org/10.61009/SID.2023.1.36
Impact of cost approximation on the efficiency of collaborative regulation resolution mechanisms
Gurtner, G. and Bolic, T. 2023. Impact of cost approximation on the efficiency of collaborative regulation resolution mechanisms. Journal of Air Transport Management. 113 102471. https://doi.org/10.1016/j.jairtraman.2023.102471
NOSTROMO: Lessons learned, conclusions and way forward
Gurtner, G., Bolic, T. and Cook, A.J. 2023. NOSTROMO: Lessons learned, conclusions and way forward. arxiv.org https://doi.org/10.48550/arXiv.2303.18060
Opening the Simulation Box: Towards Explainable Metamodels for Enhanced Air Traffic Management Performance Assessment
Riis, C., Antunes, F., Bolic, T., Gurtner, G., Camara Pereira, F. and Lima Azevedo, C. 2023. Opening the Simulation Box: Towards Explainable Metamodels for Enhanced Air Traffic Management Performance Assessment. Transportation Research Board 102nd Annual Meeting. Washington D.C., USA 08 - 12 Jan 2023 Transportation Research Board.
NOSTROMO - D1.2 - Final Project Results Report
Gurtner, G., Camara Pereira, F., Cano, M., Mocholí, D., Kuljanin, J., Perillo, A. and López, J. 2022. NOSTROMO - D1.2 - Final Project Results Report.
NOSTROMO - D5.2 - ATM Performance Metamodels - Final Release
Gurtner, G., Antunes, F., Tibichte, Z., Riis, C., Bolic, T., Soolaki, M. and Camara Pereira, F. 2022. NOSTROMO - D5.2 - ATM Performance Metamodels - Final Release.
NOSTROMO - D5.1 - ATM Performance Metamodels - Preliminary Release
Gurtner, G., Antunes, F., Tibichte, Z. and Riis, C. 2022. NOSTROMO - D5.1 - ATM Performance Metamodels - Preliminary Release.
BEACON - D5.1 First tactical model and results
Gurtner, G. 2022. BEACON - D5.1 First tactical model and results.
Explainable Metamodels for ATM Performance Assessment
Antunes, F., Riis, C., Bolic, T., Gurtner, G., Camara Pereira, F. and Lima Azevedo, C. 2022. Explainable Metamodels for ATM Performance Assessment. 12th SESAR Innovation Days. Budapest, Hungary 05 - 08 Dec 2022
New mathematical model for extended arrival management capabilities
Soolaki, M., Gurtner, G., Bolic, T. and Delgado, L. 2022. New mathematical model for extended arrival management capabilities. International Conference on Optimization and Decision Science. Florence, Italy 30 Aug - 02 Sep 2022
Active Learning for Air Traffic Management Simulation Metamodeling
Riss, C., Antunes, F., Gurtner, G., Camara Pereira, F., Delgado, L. and Azevedo, C. 2022. Active Learning for Air Traffic Management Simulation Metamodeling. Transportation Research Board 101th Annual Meeting. Washington, DC 10 - 10 Jan 2022 Transportation Research Board.
An agent-based model for air transportation to capture network effects in assessing delay management mechanisms
Gurtner, G., Delgado, L. and Valput, D. 2021. An agent-based model for air transportation to capture network effects in assessing delay management mechanisms. Transportation Research Part C: Emerging Technologies. 133, p. 103358 103358. https://doi.org/10.1016/j.trc.2021.103358
Credit-based mechanisms for user-driven prioritisation during ATFM regulations
Gurtner, G. 2021. Credit-based mechanisms for user-driven prioritisation during ATFM regulations. Irrgang, M. (ed.) Airline Group of the International Federation of Operational Research Society (AGIFORs). on-line 11 - 13 May 2022
D8.3 POPD - Requirement No. 7
Gurtner, G., Bolic, T., Kelly, H. and Ranger, H. 2021. D8.3 POPD - Requirement No. 7.
D8.2 POPD - Requirement No. 5
Gurtner, G., Bolic, T., Kelly, H. and Ranger, H. 2021. D8.2 POPD - Requirement No. 5.
D8.1 H - Requirement No. 1
Gurtner, G., Bolic, T., Kelly, H. and Ranger, H. 2021. D8.1 H - Requirement No. 1.
D6.1 Intermediate concept assessment report
Gurtner, G. and Bolic, T. 2021. D6.1 Intermediate concept assessment report.
Active Learning Metamodels for ATM Simulation Modeling
Riss, C., Antunes, F., Gurtner, G., Camara Pereira, F., Delgado, L. and Azevedo, C. 2021. Active Learning Metamodels for ATM Simulation Modeling. 11th SESAR Innovation Days. Virtual 07 - 09 Dec 2021 SESAR.
Pilot3 D5.1 - Verification and validation plan
Delgado, L., Kuljanin, J., Prats, X., Athanasiou, G. and Gurtner, G. 2021. Pilot3 D5.1 - Verification and validation plan.
Modus D5.1 Definition of use cases
Paul, A., Schmalz, U., Cook, A.J., Gurtner, G., Correas, A., Pilon, N. and Setta, F. 2021. Modus D5.1 Definition of use cases. SESAR.
Network-wide assessment of ATM mechanisms using an agent-based model
Delgado, L., Gurtner, G., Mazzarisi, P., Zaoli, S., Valput, D., Cook, A.J. and Lillo, F. 2021. Network-wide assessment of ATM mechanisms using an agent-based model. Journal of Air Transport Management. 95, p. 102108. https://doi.org/10.1016/j.jairtraman.2021.102108
Estimating economic severity of Air Traffic Flow Management regulations
Delgado, L., Gurtner, G., Bolic, T. and Castelli, L. 2021. Estimating economic severity of Air Traffic Flow Management regulations. Transportation Research Part C: Emerging Technologies. 125 103054. https://doi.org/10.1016/j.trc.2021.103054
The hidden cost of uncertainty for airspace users
Gurtner, G. and Cook, A.J. 2021. The hidden cost of uncertainty for airspace users. Journal of Air Transport Management. 91 102002. https://doi.org/10.1016/j.jairtraman.2020.102002
D3.1 High-level modelling requirements
Gurtner, G. and Mocholí, D. 2020. D3.1 High-level modelling requirements.
Pilot3 D2.1 - Trade-off report on multi criteria decision making techniques
de Villardi de Montlaur, A., Kuljanin, J., Prats, X., Delgado, L. and Gurtner, G. 2020. Pilot3 D2.1 - Trade-off report on multi criteria decision making techniques.
Pilot3 crew multi-criteria decision support tool estimating performance indicators and uncertainty
Delgado, L., Gurtner, G. and Cook, A.J. 2020. Pilot3 crew multi-criteria decision support tool estimating performance indicators and uncertainty. Agifors Airline Operations Study Group Meeting 2020. On-line 01 - 05 Jun 2020
Pilot3 D1.1 - Technical resources and problem definition
Delgado, L., Kuljanin, J., de Villardi de Montlaur, A., Prats, X., Martinez, D., Fernandez, A., Schultz, R., Gurtner, G. and Cook, A.J. 2020. Pilot3 D1.1 - Technical resources and problem definition.
Domino D1.2 - Final Project Results Report
Delgado, L., Gurtner, G., Cook, A.J. and Tanner, G. 2020. Domino D1.2 - Final Project Results Report. SESAR.
A multi-layer model for long-term KPI alignment forecasts for the air transportation system
Gurtner, G., Delgado, L., Cook, A.J., Martin, J. and Cristobal, S. 2020. A multi-layer model for long-term KPI alignment forecasts for the air transportation system. Journal of Air Transport Management. 89 101905. https://doi.org/10.1016/j.jairtraman.2020.101905
New centrality and causality metrics assessing air traffic network interactions
Mazzarisi, P., Zaoli, S., Lillo, F., Delgado, L. and Gurtner, G. 2020. New centrality and causality metrics assessing air traffic network interactions. Journal of Air Transport Management. 85 (2020) 101801. https://doi.org/10.1016/j.jairtraman.2020.101801
Domino D3.3 - Adaptive case studies description
Delgado, L., Gurtner, G., Zaoli, S., Mazzarisi, P., Valput, D., Tanner, G., Cook, A.J. and Lillo, F. 2019. Domino D3.3 - Adaptive case studies description.
Domino D5.3 Final tool and model description, and case studies results
Delgado, L., Gurtner, G., Zaoli, S., Mazzarisi, P., Valput, D., Cook, A.J. and Lillo, F. 2019. Domino D5.3 Final tool and model description, and case studies results. SESAR.
Airport economic value – informing business models
Gurtner, G., Cook, A.J., Graham, A. and Cristobal, S. 2019. Airport economic value – informing business models. ART Workshop on Aviation Economics and Business Models. Ecole Nationale de l'Aviation Civile, Toulouse, France 16 - 17 Apr 2019 EUROCONTROL Experimental Centre.
Modelling the coupling of ATM systems
Cook, A.J., Gurtner, G. and Delgado, L. 2019. Modelling the coupling of ATM systems. Airspace Users Workshop. EUROCONTROL Experimental Centre, Brétigny-sur-Orge, France 07 May 2019
Assessing ATM impacts and interactions
Gurtner, G., Delgado, L. and Cook, A.J. 2019. Assessing ATM impacts and interactions. SESAR ER project ‘Domino’ workshop. Brussels, Belgium 04 Jun 2019
Network-wide assessment of 4D trajectory adjustments using an agent-based model
Delgado, L., Gurtner, G., Cook, A.J. and Lillo, F. 2019. Network-wide assessment of 4D trajectory adjustments using an agent-based model . SESAR Innovation Days. Athens, Greece 02 - 06 Dec 2019 SESAR.
D4.1: Gaps, bottlenecks and results: the methodology
Gurtner, G., Cook, A.J. and CAMERA Consortium 2019. D4.1: Gaps, bottlenecks and results: the methodology. CAMERA Consortium.
CAMERA – Mobility Report 1
Cook, A.J., Gurtner, G. and CAMERA Consortium 2019. CAMERA – Mobility Report 1. CAMERA Consortium.
Domino D6.3 - Workshop results summary
Delgado, L., Gurtner, G., Cook, A.J. and Tanner, G. 2019. Domino D6.3 - Workshop results summary. SESAR.
Domino D2.2 - Database structure
Delgado, L., Gurtner, G., Bolic, T., Bassi, P. and Cook, A.J. 2019. Domino D2.2 - Database structure. SESAR.
Domino D5.2 - Investigative case studies results
Lillo, F., Mazzarisi, P., Zaoli, S., Delgado, L., Gurtner, G., Valput, D., Cook, A.J. and Tanner, G. 2019. Domino D5.2 - Investigative case studies results. SESAR.
Domino D5.1 - Metrics and analysis approach
Lillo, F., Mazzarisi, P., Zaoli, S., Delgado, L., Gurtner, G., Cook, A.J. and Castelli, L. 2019. Domino D5.1 - Metrics and analysis approach. SESAR.
Vista D6.3 - Stakeholder consultation on initial assessment
Delgado, L., Gurtner, G. and Tanner, G. 2018. Vista D6.3 - Stakeholder consultation on initial assessment. SESAR.
Domino D6.2 - Stakeholders' consultation on system and investigative case studies
Delgado, L., Tanner, G., Gurtner, G. and Cook, A.J. 2018. Domino D6.2 - Stakeholders' consultation on system and investigative case studies.
Domino D3.2 - Investigative case studies description
Delgado, L., Gurtner, G., Cook, A.J., Pilon, N. and Tanner, G. 2018. Domino D3.2 - Investigative case studies description.
Domino D4.1 - Initial model design
Delgado, L., Gurtner, G., Cook, A.J., Pilon, N., Valput, D., Cristobal, S. and Tanner, G. 2018. Domino D4.1 - Initial model design.
Vista D1.2 - Final Project Results Report
Cook, A.J., Gurtner, G., Delgado, L. and Tanner, G. 2018. Vista D1.2 - Final Project Results Report. SESAR.
Vista D5.2 - Final Assessment Report
Delgado, L., Gurtner, G., Cristobal, S., Martín, J. and Cook, A.J. 2018. Vista D5.2 - Final Assessment Report. SESAR.
A multi-layer model for long-term KPI aligment forecast
Gurtner, G., Delgado, L., Cook, A.J., Martín, J. and Cristobal, S. 2018. A multi-layer model for long-term KPI aligment forecast. 8th SESAR Innovation Days. Salzburg 03 - 06 Dec 2018 SESAR.
Airline disruption management with aircraft swapping and reinforcement learning
Hondet, G., Delgado, L. and Gurtner, G. 2018. Airline disruption management with aircraft swapping and reinforcement learning. 8th SESAR Innovation Days. Salzburg 03 - 06 Dec 2018 SESAR.
Towards new metrics assessing air traffic network interactions
Mazzarisi, P., Zaoli, S., Lillo, F., Delgado, L. and Gurtner, G. 2018. Towards new metrics assessing air traffic network interactions. 8th SESAR Innovation Days. Salzburg 03 - 06 Dec 2018
D2.1 – Establishment of Performance Framework
Cook, A.J., Tanner, G., Gurtner, G., Delgado, L. and Cristobal, S. 2018. D2.1 – Establishment of Performance Framework. http://h2020camera.eu/ Innaxis.
Domino D6.2 - Stakeholders' consultation on system and investigative case studies
Delgado, L., Gurtner, G., Tanner, G. and Cook, A.J. 2018. Domino D6.2 - Stakeholders' consultation on system and investigative case studies.
Domino D3.1 - Architecture definition
Delgado, L., Gurtner, G., Valput, D., Pilon, N., Guichard, L., Cook, A.J. and Tanner, G. 2018. Domino D3.1 - Architecture definition.
Domino D2.1 - Data management and sources
Bolic, T., Castelli, L., Delgado, L., Gurtner, G., Tanner, G. and Cook, A.J. 2018. Domino D2.1 - Data management and sources.
Domino D1.1 - Project Management Plan
Delgado, L., Gurtner, G., Tanner, G., Cook, A.J., Guichard, L., Bolic, T., Lillo, F. and Cristobal, S. 2018. Domino D1.1 - Project Management Plan.
Vista D5.1 - Initial Assessment Report
Delgado, L., Gurtner, G., Cristobal, S., Martín, J. and Cook, A.J. 2018. Vista D5.1 - Initial Assessment Report.
The economic value of additional airport departure capacity
Gurtner, G., Cook, A.J., Graham, A. and Cristobal, S. 2018. The economic value of additional airport departure capacity. Journal of Air Transport Management. 69, pp. 1-14. https://doi.org/10.1016/j.jairtraman.2018.01.001
Strategic allocation of flight plans in air traffic management: an evolutionary point of view
Gurtner, G. and Lillo, F. 2018. Strategic allocation of flight plans in air traffic management: an evolutionary point of view. Dynamic Games and Applications. 8 (4), p. 799–821. https://doi.org/10.1007/s13235-017-0236-4
Vista D2.1 Supporting Data for Business and Regulatory Scenarios Report
Delgado, L., Gurtner, G., Cook, A.J., Plets, H., Perez, D., Cristobal, S., Triska, A., Patey, S. and Andrésson, E.I. 2017. Vista D2.1 Supporting Data for Business and Regulatory Scenarios Report.
Vista D6.2 - Stakeholder Consultation on Business and Regulatory Scenarios
Delgado, L., Gurtner, G. and Tanner, G. 2017. Vista D6.2 - Stakeholder Consultation on Business and Regulatory Scenarios.
DATASET2050 D5.2 - Assessment execution
Cook, A.J., Tanner, G., Gurtner, G., Ureta, H., Cristobal, S., Belkoura, S., Gómez, I., Paul, A., Kluge, U. and Hullah, P. 2017. DATASET2050 D5.2 - Assessment execution.
DATASET2050 D5.1 - Mobility assessment
Hullah, P., Kirby, S., Cook, A.J., Tanner, G., Gurtner, G., Ureta, H., Cristobal, S. and Gómez, I. 2017. DATASET2050 D5.1 - Mobility assessment.
Building a Holistic ATM Model for Future KPI Trade-Offs
Gurtner, G., Delgado, L., Cook, A.J., Martin, J., Cristobal, S. and Plets, H. 2017. Building a Holistic ATM Model for Future KPI Trade-Offs. Schaefer, D. (ed.) SESAR Innovation Days 2017. Belgrade, Serbia 28 - 30 Nov 2017 SESAR.
Building a Holistic ATM Model for Future KPI Trade-Offs
Gurtner, G., Delgado, L., Cook, A.J., Martin, J., Cristobal, S. and Plets, H. 2017. Building a Holistic ATM Model for Future KPI Trade-Offs. Schaefer, D. (ed.) SESAR Innovation Days 2017. Belgrade, Serbia 28 - 30 Nov 2017 SESAR.
Indicator development: how could we improve existing indicators and which new ones do we need?
Cook, A.J., Gurtner, G. and Delgado, L. 2017. Indicator development: how could we improve existing indicators and which new ones do we need? Vista Workshop. Vienna, Austria 23 - 23 Oct 2017
The Vista model: the challenges of building a holistic model across the strategic, pre-tactical and tactical phases of ATM
Gurtner, G., Cook, A.J. and Delgado, L. 2017. The Vista model: the challenges of building a holistic model across the strategic, pre-tactical and tactical phases of ATM. Vista Workshop. Vienna, Austria 23 - 23 Oct 2017
Modelling the 2035 and 2050 timeframes: key business and regulatory factors to be considered
Delgado, L., Gurtner, G. and Cook, A.J. 2017. Modelling the 2035 and 2050 timeframes: key business and regulatory factors to be considered. Vista workshop. Vienna, Austria 23 Oct 2017
Modelling strategic trade-offs - insights into the SESAR ‘Vista’ project
Cook, A.J., Delgado, L. and Gurtner, G. 2017. Modelling strategic trade-offs - insights into the SESAR ‘Vista’ project . AGIFORS 57th Annual Symposium. London 02 - 06 Oct 2017
Understanding KPI trade-offs - key challenges of modelling architectures and data acquisition
Gurtner, G. and Cook, A.J. 2017. Understanding KPI trade-offs - key challenges of modelling architectures and data acquisition. Data Science in Aviation 2017 Workshop. Cologne, Germany 29 Sep 2017
Vista - market forces trade‐offs impacting European ATM performance
Delgado, L., Gurtner, G. and Cook, A.J. 2017. Vista - market forces trade‐offs impacting European ATM performance. COCTA Workshop: Improving Performance in ATM – Innovative institutions, mechanisms and incentives. Frankfurt, Germany 27 Sep 2017
Performance measurement in a world of targets and trade-offs
Cook, A.J. and Gurtner, G. 2017. Performance measurement in a world of targets and trade-offs. EUROCONTROL Agency Research Team. University of Westminster, London 25 - 26 Apr 2017
Vista D4.1 - Initial Framework Definition
Delgado, L., Gurtner, G., Cook, A.J., Cristobal, S. and Martin, J. 2017. Vista D4.1 - Initial Framework Definition.
Vista D3.1 - Business and Regulatory Scenarios Report
Delgado, L., Gurtner, G., Cook, A.J., Plets, H., Huet, D., Perez, D., Cristobal, S., Triska, A, Patey, S. and Andresson, E. I. 2017. Vista D3.1 - Business and Regulatory Scenarios Report.
Statistical characterization of deviations from planned flight trajectories in air traffic management
Bongiorno, C., Gurtner, G., Lillo, F., Mantegna, R.N. and Miccichè, S. 2017. Statistical characterization of deviations from planned flight trajectories in air traffic management. Journal of Air Transport Management. 58, pp. 152-163. https://doi.org/10.1016/j.jairtraman.2016.10.009
DATASET2050 D2.2 - Data-driven Model
Cristobal, S., Ureta, H., Perez, D., Paul, A., Gurtner, G. and Cook, A.J. 2016. DATASET2050 D2.2 - Data-driven Model. Innaxis.
Study on the Modelling of Airport Economic Value
Gurtner, G., Cook, A.J., Graham, A. and Cristobal, S. 2016. Study on the Modelling of Airport Economic Value. Eurocontrol.
DATASET2050 D4.2 - Future supply profile
Tanner, G., Cook, A.J., Gurtner, G., Graham, A., Delgado, L., Cristobal, S., Ureta, H., Paul, A., Kluge, U., Mennig, P. and Hullah, P. 2016. DATASET2050 D4.2 - Future supply profile.
The economic value of adding capacity at airports – a data-driven model
Gurtner, G., Cook, A.J., Graham, A., Cristobal, S. and Huet, D. 2016. The economic value of adding capacity at airports – a data-driven model. Schaefer, D. (ed.) Sixth SESAR Innovation Days. Delft, Netherlands 08 - 10 Nov 2016 SESAR.
Applying complexity science to air traffic management
Cook, A.J., Blom, H., Lillo, F., Mantegna, R., Miccichè, S., S, Rivas, D., Vázquez, R., Zanin, M. and Mantegnad, R. 2015. Applying complexity science to air traffic management. Journal of Air Transport Management. 42, pp. 149-158. https://doi.org/10.1016/j.jairtraman.2014.09.011
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