Deliverables Documents, reports (15) 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 Conference proceedings (4) Safety Performance Functions to predict Separation Minima Infringements in en-route airspace Author(s): Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador, María Zamarreño Suárez, Francisco Pérez Moreno, Christian Eduardo Verdonk Gallego, and Rosa María Arnaldo Valdés Published in: International Conference on Innovation in Aviation & Space to the Satisfaction of the European Citizens (11th EASN 2021) 01/09/2021 - 03/09/2021 Salerno, Issue 1757899X, 2021, ISSN 1757-899X Publisher: 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 Author(s): Irene Buselli, Luca Oneto, Carlo Dambra, Christian Verdonk Gallego, Miguel García Martínez Published in: 11th SESAR Innovation Days, 2021 Publisher: SESAR Joint Undertaking Influence Of Automation Changes On Go-Around Operations: A Data-Driven Approach Author(s): DOROTEJA TIMOTIC,, BOJANA MIRKOVIC,IRENE BUSELLI, FEDJA NETJASOV, CHEN XIA, CHRISTIAN EDUARDO VERDONK GALLEGO Published in: International Symposium on Operational Research (SYSOPIS 2022), 2022, Page(s) 575-580, ISBN 978-86-403-1750-4 Publisher: Univerzitet u Beogradu – Ekonomski fakultet Data-Driven Methods for Aviation Safety: From Data to Knowledge Author(s): Irene Buselli, Luca Oneto, Carlo Dambra, Christian Eduardo Verdonk Gallego, Miguel Garcia Martinez Published in: Advances in System-Integrated Intelligence. SYSINT 2022. Lecture Notes in Networks and Systems, 2022, ISBN 978-3-031-16281-7 Publisher: Springer, Cham DOI: 10.1007/978-3-031-16281-7_13 Peer reviewed articles (3) Assessment of Potential Conflict Detection by the ATCo Author(s): Raquel Delgado-Aguilera Jurado, Víctor Fernando Gómez Comendador, María Zamarreño Suárez Francisco Pérez Moreno,Christian Eduardo Verdonk Gallego, Rosa María Arnaldo Valdés Published in: Aerospace, Issue 22264310, 2022, Page(s) 522, ISSN 2226-4310 Publisher: MDPI DOI: 10.3390/aerospace9090522 Natural language processing for aviation safety: extracting knowledge from publicly-available loss of separation reports Author(s): Irene Buselli; Luca Oneto; Carlo Dambra; Christian Eduardo Verdonk Gallego; Miguel García Martínez; Anthony Smoker; Nnenna Ike; Tamara Pejovic; Patricia Ruiz Martino Published in: Open Research Europe, Issue 27325121, 2022, ISSN 2732-5121 Publisher: European Commission DOI: 10.12688/openreseurope.14040.1 Safety performance functions to predict separation minima infringements in en-route airspace Author(s): Raquel Delgado-Aguilera Jurado, Victor Fernando Gómez Comendador, María Zamarreño Suárez, Francisco Pérez Moreno, Christian Eduardo Verdonk Gallego, Rosa María Arnaldo Valdes Published in: Aircraft Engineering and Aerospace Technology, Issue 17488842, 2022, Page(s) 1546-1555, ISSN 1748-8842 Publisher: Emerald Group Publishing Ltd. DOI: 10.1108/aeat-11-2021-0331 Other (3) Analysing the Impact of Higher Levels of Automation on ATM Resilience – Methodological Approach to Transforming Qualitative data to Numerical Indicators of Resilient Performance Author(s): Anthony Smoker, Nnnenna Ike, Chen Xia, Patricia Ruiz Martino Published in: 11th SESAR Innovation Days, Issue 11, Annual, 2021 Publisher: SESAR Joint Undertaking DOI: 10.5281/zenodo.7442965 Proposal for safety and resilience validation of the new concepts Author(s): FARO Consortium Published in: 11th SESAR Innovation Days, 2021 Publisher: SESAR Joint Undertaking saFety And Resilience guidelines for aviatiOn. Poster at the 10th SESAR Innovation Days Author(s): FARO Consortium Published in: 10th SESAR Innovation Days, 2020 Publisher: SESAR Joint Undertaking Searching for OpenAIRE data... There was an error trying to search data from OpenAIRE No results available
