2d259dce2d68eed0f6e6f350f087a003 aerospace_a2018v5p59.pdf 94289033761196a071ffd339ebc26990329da5e9 aerospace_a2018v5p59.pdf cb5af6703a50b095db073363326bb226d16aff4ef60d73cb514e27c668431744 aerospace_a2018v5p59.pdf Title: Uncertainty Management at the Airport Transit View Subject: Air traffic networks, where airports are the nodes that interconnect the entire system, have a time-varying and stochastic nature. An incident in the airport environment may easily propagate through the network and generate system-level effects. This paper analyses the aircraft flow through the Airport Transit View framework, focusing on the airspace/airside integrated operations. In this analysis, we use a dynamic spatial boundary associated with the Extended Terminal Manoeuvring Area concept. Aircraft operations are characterised by different temporal milestones, which arise from the combination of a Business Process Model for the aircraft flow and the Airport Collaborative Decision-Making methodology. Relationships between factors influencing aircraft processes are evaluated to create a probabilistic graphical model, using a Bayesian network approach. This model manages uncertainty and increases predictability, hence improving the system’s robustness. The methodology is validated through a case study at the Adolfo Suárez Madrid-Barajas Airport, through the collection of nearly 34,000 turnaround operations. We present several lessons learned regarding delay propagation, time saturation, uncertainty precursors and system recovery. The contribution of the paper is two-fold: it presents a novel methodological approach for tackling uncertainty when linking inbound and outbound flights and it also provides insight on the interdependencies among factors driving performance. Keywords: airport operations; system congestion; delay propagation; Business Process Modelling; Bayesian networks Author: Álvaro Rodríguez-Sanz, Fernando Gómez Comendador, Rosa Arnaldo Valdés, Jose Manuel Cordero García and Margarita Bagamanova Creator: LaTeX with hyperref package Producer: pdfTeX-1.40.18 CreationDate: Fri Jun 1 04:48:48 2018 CEST ModDate: Fri Jun 1 04:48:48 2018 CEST Tagged: no UserProperties: no Suspects: no Form: none JavaScript: no Pages: 31 Encrypted: no Page size: 595.276 x 841.89 pts (A4) Page rot: 0 File size: 10084952 bytes Optimized: no PDF version: 1.5 name type encoding emb sub uni object ID ------------------------------------ ----------------- ---------------- --- --- --- --------- SXADCB+URWPalladioL-Ital Type 1 Custom yes yes no 83 0 XNBQQP+URWPalladioL-Bold Type 1 Custom yes yes no 84 0 QZKPTP+VnURWPalladioL-Bold Type 1 Custom yes yes no 85 0 OXBKYU+TeXGyreAdventor-Bold Type 1 Custom yes yes no 86 0 BPTGIA+URWPalladioL-Roma Type 1 Custom yes yes no 87 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