saFety And Resilience guidelines for aviatiOn

Livrables

Safety Performance Functions Methodology

Report covering the research conducted in T41 and T42 The report will cover selected SPFs as a function of the safety dimensions precursors and their aggregations the results from the adjustment and calibration processes and the sensitivity analysis with respect to the independent dimensions

Case Studies

Description of the case studies which will be used to validate the safety and resilience performance models, definition of the safety and resilience indicators, and finally, the identification of the dimensions of the data which will be required to develop the case studies.

Validation Report

Validation Report VALR will demonstrate the usability of a combined use of SPFs and the resilience model on preselected current and future concept case studies as well as safety benchmarking and predictive potential

Validation Plan

Generic Validation Plan (VALP) describing how to perform analysis combining SPFs and resilience model by ATM Operational Experts on selected current and future ATM concepts.

Final Progress Report

Report covering a summary of the research activities results and conclusions It will include a selfassessment of the TRL achieved at the end of the project the final publishable report The report will follow SJUs guidelines and template Project Handbook

Exploitation, Dissemination and Communication Plan

Plan for the Exploitation and Dissemination of results PEDR and the communication plans

Exploitation, Dissemination and Communication Report

Report covering the results from the exploitation dissemination and communication actions

Data and Report Analysis and Processing

Report describing the NLP and ML techniques used to extract meaningful knowledge from the safety reports. The results will include the identification of safety performance indicators and dimensions derived from the analysis of the results of the application of the NLP to a variety of safety reports.

Final Project Results Report: Safety and Resilience Guidelines

Report covering the Definition of the Design Guidelines on how to use the SPF and resilience methodologies as benchmarking and predictive techniques Identification of areas of improvement and future research needs

Data, Computing and Visualization Requirements

The report derives the information management requirements in terms of Data acquisition requirements Data management requirementsIn addition it provides a preliminar analysis of the computational requirements for the FARO development

Applicability of the Resilience Model

Report covering the analytical strategy to explore the patterns of activity and how actors coordinate at functional level to construct a system view The deliverable will reflect the gained understanding of the system diynamics buffers and margings

Data Pipeline

Report detailing the data acquisition process and description of the data which will be available for WP4, WP5 and WP6, commensurate to the case studies selected in WP2.

Resilience Model Description

Report covering the analysis and results from the analysis of T5.1 and T5.2. It will cover: 1. The analysis of the solution packages (associated to the case studies in T2.4) to define the landscape of the new operational environment. 2. Results from the analysis of the safety data before and after the solution package to explore the resilience performance. 3. The summary of the contributions of the workshop with operational actors and system designers. The conclusions of the report will include the to identification of the benefits of changes to the work system, including the identification of those that add sources of resilience

Applicability of Safety Performance Functions

Report covering the definition and quantification of the most influencial factors applicable to each case study as defined in T24 and the criteria and thresholds for the applicability of the Safety Performance Functions

Project Scope

Report covering the project scope and general approach. It will cover the inputs from the Advisory Board members and aligment with the SJU, a review of the State of the Art in Safety and resilience domains in aviation and other transport modes (train, road).

Publications

Safety Performance Functions to predict Separation Minima Infringements in en-route airspace

Auteurs: Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador, María Zamarreño Suárez, Francisco Pérez Moreno, Christian Eduardo Verdonk Gallego, and Rosa María Arnaldo Valdés
Publié dans: International Conference on Innovation in Aviation & Space to the Satisfaction of the European Citizens (11th EASN 2021) 01/09/2021 - 03/09/2021 Salerno, Numéro 1757899X, 2021, ISSN 1757-899X
Éditeur: IOP Publishing
DOI: 10.1088/1757-899x/1226/1/012021

Natural Language Processing and Data-Driven Methods for Aviation Safety and Resilience: from Extant Knowledge to Potential Precursors

Auteurs: Irene Buselli, Luca Oneto, Carlo Dambra, Christian Verdonk Gallego, Miguel García Martínez
Publié dans: 11th SESAR Innovation Days, 2021
Éditeur: SESAR Joint Undertaking

Influence Of Automation Changes On Go-Around Operations: A Data-Driven Approach

Auteurs: DOROTEJA TIMOTIC,, BOJANA MIRKOVIC,IRENE BUSELLI, FEDJA NETJASOV, CHEN XIA, CHRISTIAN EDUARDO VERDONK GALLEGO
Publié dans: International Symposium on Operational Research (SYSOPIS 2022), 2022, Page(s) 575-580, ISBN 978-86-403-1750-4
Éditeur: Univerzitet u Beogradu – Ekonomski fakultet

Data-Driven Methods for Aviation Safety: From Data to Knowledge

Auteurs: Irene Buselli, Luca Oneto, Carlo Dambra, Christian Eduardo Verdonk Gallego, Miguel Garcia Martinez
Publié dans: Advances in System-Integrated Intelligence. SYSINT 2022. Lecture Notes in Networks and Systems, 2022, ISBN 978-3-031-16281-7
Éditeur: Springer, Cham
DOI: 10.1007/978-3-031-16281-7_13

Assessment of Potential Conflict Detection by the ATCo

Auteurs: Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador, María Zamarreño Suárez Francisco Pérez Moreno,Christian Eduardo Verdonk Gallego, Rosa María Arnaldo Valdés
Publié dans: Aerospace, Numéro 22264310, 2022, Page(s) 522, ISSN 2226-4310
Éditeur: MDPI
DOI: 10.3390/aerospace9090522

Natural language processing for aviation safety: extracting knowledge from publicly-available loss of separation reports

Auteurs: Irene Buselli; Luca Oneto; Carlo Dambra; Christian Eduardo Verdonk Gallego; Miguel García Martínez; Anthony Smoker; Nnenna Ike; Tamara Pejovic; Patricia Ruiz Martino
Publié dans: Open Research Europe, Numéro 27325121, 2022, ISSN 2732-5121
Éditeur: European Commission
DOI: 10.12688/openreseurope.14040.1

Safety performance functions to predict separation minima infringements in en-route airspace

Auteurs: Raquel Delgado-Aguilera Jurado, Victor Fernando Gómez Comendador, María Zamarreño Suárez, Francisco Pérez Moreno, Christian Eduardo Verdonk Gallego, Rosa María Arnaldo Valdes
Publié dans: Aircraft Engineering and Aerospace Technology, Numéro 17488842, 2022, Page(s) 1546-1555, ISSN 1748-8842
Éditeur: Emerald Group Publishing Ltd.
DOI: 10.1108/aeat-11-2021-0331

Analysing the Impact of Higher Levels of Automation on ATM Resilience – Methodological Approach to Transforming Qualitative data to Numerical Indicators of Resilient Performance

Auteurs: Anthony Smoker, Nnnenna Ike, Chen Xia, Patricia Ruiz Martino
Publié dans: 11th SESAR Innovation Days, Numéro 11, Annual, 2021
Éditeur: SESAR Joint Undertaking
DOI: 10.5281/zenodo.7442965

Proposal for safety and resilience validation of the new concepts

Auteurs: FARO Consortium
Publié dans: 11th SESAR Innovation Days, 2021
Éditeur: SESAR Joint Undertaking

saFety And Resilience guidelines for aviatiOn. Poster at the 10th SESAR Innovation Days

Auteurs: FARO Consortium
Publié dans: 10th SESAR Innovation Days, 2020
Éditeur: SESAR Joint Undertaking

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