Modelling dependence of arrival sequencing and metering area transit time on airport meteorological conditions

Margarita Bagamanova, Juan José Ramos González, Miquel Àngel Piera Eroles, Jose Manuel Cordero Garcia, Alvaro Rodríguez Sanz

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

Abstract

Airports are considered complex system in which the coexistence of different actors competing and collaborating for the same resources under operational time uncertainties can cause a poor performance on the overall ATM (Air Traffic Management) system. In order to facilitate the process of decision making to mitigate the propagation of perturbations through the different airport processes a causal model relying on machine learning, using data mining algorithms has been implemented to predict feasible states. This paper introduces a new approach for modelling causal relationships, which can be used for further analysing of feasible scenarios by means of simulation techniques. The state space analysis of reachable airport states is a relevant approach to validate the causal model using a huge amount of historical data for predictive purposes.

Original languageEnglish
Title of host publication29th European Modeling and Simulation Symposium, EMSS 2017, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2017
EditorsFrancesco Longo, Michael Affenzeller, Miquel Angel Piera, Agostino G. Bruzzone, Emilio Jimenez
PublisherCAL-TEK S.r.l.
Pages287-295
Number of pages9
ISBN (Electronic)9781510847651
Publication statusPublished - 2017
Externally publishedYes
Event29th European Modeling and Simulation Symposium, EMSS 2017 - Barcelona, Spain
Duration: 18 Sep 201720 Sep 2017

Publication series

Name29th European Modeling and Simulation Symposium, EMSS 2017, Held at the International Multidisciplinary Modeling and Simulation Multiconference, I3M 2017

Conference

Conference29th European Modeling and Simulation Symposium, EMSS 2017
CountrySpain
CityBarcelona
Period18/09/1720/09/17

Fingerprint Dive into the research topics of 'Modelling dependence of arrival sequencing and metering area transit time on airport meteorological conditions'. Together they form a unique fingerprint.

Cite this