Abstract
Hub operations are complex as not only flight delay but also passengers’ connections need to be managed to minimise airlines’ operating costs. When facing delayed aircraft, the aircraft operator can speed up incoming flights to the hub to reduce the delay and/or actively delay outbound flights to wait for passengers that would miss their connection, these outbound flights can be speeded up on their turn. This optimisation cannot be carried out in isolation as the system has limited resources that need to be allocated in concurrence with other flights. For this reason, a negotiation process is required. In this context, the use of agent based modelling techniques allows us to describe the behaviour of the different stakeholders in a smooth manner and to analyse complex interactions and the impact of local decisions at network level.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
de Arruda Junior, A.C., Weigang, L., Nogueira, K.B.: Enhancement of airport collaborative decision making through applying agent system with matching theory. In: 8th International Workshop on Agents in Traffic and Transportation (2014)
Bagieu, S.: SESAR solution development, unpacking SESAR solutions, extended AMAN. In: SESAR Solutions Workshop (2015)
Bellifemine, F., Rimassa, G., Poggi, A.: JADE a FIPA-compliant agent framework. In: 4th International Conference on the Practical Applications of Agents and Multi-agent Systems (PAAM 1999), December 1999
Boeing: Fuel conservation strategies: cost index explained. Technical report, p. 26 (2007)
Bouarfa, S., Blom, H.A., Curran, R.: Agent-based modeling and simulation of coordination by airline operations control. IEEE Trans. Emerg. Topics Comput. 4(1), 9–20 (2016)
Castro, A.: A distributed approach to integrated and dynamic disruption management in airline operations control. Ph.D. thesis, University of Porto, Porto, Portugal (2013)
Cook, A., Tanner, G., Cristóbal, S., Zanin, M.: Passenger-oriented enhanced metrics. In: 2nd SESAR Innovation Days, November 2012
Cook, A., Tanner, G., Williams, V., Meise, G.: Dynamic cost indexing: managing airline delay cost. J. Air Transp. Manag. 15(1), 26–35 (2009)
Delgado, L., Martín, J., Blanch, A., Cristóbal, S.: Hub operations delay recovery based on cost optimisation. In: 6th SESAR Innovation Days, November 2016
European Commission: Regulation (EC) No. 261/2004 of the European Parliament and of the Council of 11 February 2004 establishing common rules on compensation and assistance to passengers in the event of denied boarding and of cancellation or long delay of flights, and repealing Regulation (EEC) No. 295/91 (2004)
Molina, M., Carrasco, S., Martin, J.: Agent-based modeling and simulation for the design of the future European air traffic management system: the experience of CASSIOPEIA. In: Corchado, J.M., et al. (eds.) PAAMS 2014. CCIS, vol. 430, pp. 22–33. Springer, Cham (2014). doi:10.1007/978-3-319-07767-3_3
Montlaur, A., Delgado, L.: Delay assigment optimization strategies at pre-tactical and tactical levels. In: 6th SESAR Innovation Days, December 2015
Pokahr, A., Braubach, L., Lamersdorf, W.: Jadex: implementing a BDI-infrastructure for JADE agents. In: EXP - in Search of Innovation, vol. 3, pp. 76–85 (2003)
SESAR Join Undertaking: DCI-4HD2D - D3.2 Final technical report. Technical report (2016)
Yu, G., Qi, X.: Disruption Management: Framework, Models and Applications. World Scientific, Singapore (2004)
Acknowledgement
This work is co-financed by EUROCONTROL acting on behalf of the SESAR Joint Undertaking (SJU) and the European Union as part of the SESAR Exploratory Research programme. Opinions expressed in this work reflect the authors’ views only. EUROCONTROL and/or the SJU shall not be considered liable for them or for any use that may be made of the information contained herein.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this paper
Cite this paper
Delgado, L., Martín, J., Blanch, A., Cristóbal, S. (2017). Agent Based Model for Hub Operations Cost Reduction. In: Bajo, J., et al. Highlights of Practical Applications of Cyber-Physical Multi-Agent Systems. PAAMS 2017. Communications in Computer and Information Science, vol 722. Springer, Cham. https://doi.org/10.1007/978-3-319-60285-1_1
Download citation
DOI: https://doi.org/10.1007/978-3-319-60285-1_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-60284-4
Online ISBN: 978-3-319-60285-1
eBook Packages: Computer ScienceComputer Science (R0)