Observatorio de I+D+i UPM

Memorias de investigación
Proyecto de I+D+i:
INTUIT - INTERACTIVE TOOLSET FOR UNDERSTANDING TRADE-OFFS IN ATM PERFOMANCE
Año:2019
Áreas de investigación
  • Ingenierías
Datos
Descripción
ATM performance results from the complex interaction of interdependent policies and regulations, stakeholders, technologies and market conditions. Trade-offs arise not only between KPAs, but also between stakeholders, as well as between short-term and long-term objectives. While a lot of effort has traditionally been devoted to the development of microscopic performance models, there is a lack of useful macro approaches able to translate local improvements or specific regulations into their impact on high-level, system-wide KPIs. The goal of INTUIT is to explore the potential of visual analytics, machine learning and systems modelling techniques to improve our understanding of the trade-offs between ATM KPAs, identify cause-effect relationships between KPIs at different scales, and develop new decision support tools for ATM performance monitoring and management. The specific objectives of the project are: 1. to conduct a systematic characterisation of the ATM performance datasets available at different spatial and temporal scales and evaluate their potential to inform the development of new indicators and modelling approaches; 2. to propose new metrics and indicators providing new angles of analysis of ATM performance; 3. to develop a set of visual analytics and machine learning algorithms for the extraction of relevant and understandable patterns from ATM performance data; 4. to investigate new data-driven modelling techniques and evaluate their potential to provide new insights about causeeffect relationships between performance drivers and performance indicators; 5. to integrate the newly developed analytical and visualisation functionalities into an interactive dashboard supporting multidimensional performance assessment and decision making for both monitoring and management purposes.
Internacional
Si
Tipo de proyecto
Proyectos y convenios en convocatorias públicas competitivas
Entidad financiadora
Comision Europea - H2020
Nacionalidad Entidad
Sin nacionalidad
Tamaño de la entidad
Desconocido
Fecha concesión
Esta actividad pertenece a memorias de investigación
Participantes
  • Director: Maria Asuncion Santamaria Galdon (UPM)
  • Participante: Luca Piovano . (UPM)
  • Participante: Francisco Pedro Luque Oostrom (UPM)
  • Participante: Guillermo Del Campo Jiménez (UPM)
Grupos de investigación, Departamentos, Centros e Institutos de I+D+i relacionados
  • Creador: Centro o Instituto I+D+i: Centro de Domótica Integral, CEDINT
  • Departamento: Electrónica Física
S2i 2021 Observatorio de investigación @ UPM con la colaboración del Consejo Social UPM
Cofinanciación del MINECO en el marco del Programa INNCIDE 2011 (OTR-2011-0236)
Cofinanciación del MINECO en el marco del Programa INNPACTO (IPT-020000-2010-22)