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Data-driven AiRcraft Trajectory prediction research

Objective

"DART (Data-driven AiRcraft Trajectory prediction research) addresses the topic “ER-02-2015 - Data Science in ATM” exploring the applicability of data science and complexity science techniques to the ATM domain. DART will deliver understanding on the suitability of applying big data techniques for predicting multiple correlated aircraft trajectories based on data driven models and accounting for ATM network complexity effects.
DART will blend computer science non-ATM specific expertise from University of Piraeus Research Center (UPRC, Greece) and Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. (FRHF, Germany) and ATM state of the art and business needs knowledge from Centro de Referencia de Investigación, Desarrollo e Innovación (CRIDA, Spain) and Boeing Research and Technology Europe (BR&T-E, Spain) in a two years long effort.
Data Science is being pervasively applied to many businesses today has even make room for provoking proposals like the now famous form Anderson, Chris: ""The end of theory: The Data Deluge Makes the Scientific Method Obsolete."" Wired magazine 16.7 (2008): 16-07. DART aims to avoid this hype and present to the ATM community an understanding on what can be achieved today in trajectory prediction using data-driven models.
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Field of science

  • /natural sciences/computer and information sciences/artificial intelligence/machine learning/reinforcement learning
  • /natural sciences/computer and information sciences/data science/big data
  • /engineering and technology/mechanical engineering/vehicle engineering/aerospace engineering/aircraft
  • /social sciences/social and economic geography/transport/transport planning/air traffic management

Call for proposal

H2020-SESAR-2015-1
See other projects for this call

Funding Scheme

SESAR-RIA - Research and Innovation action

Coordinator

UNIVERSITY OF PIRAEUS RESEARCH CENTER
Address
Gr. Lampraki 122
185 32 Piraeus
Greece
Activity type
Higher or Secondary Education Establishments
EU contribution
€ 170 000

Participants (3)

FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V.
Germany
EU contribution
€ 145 491,25
Address
Hansastrasse 27C
80686 Munchen
Activity type
Research Organisations
BOEING RESEARCH & TECHNOLOGY EUROPE S.L.U.
Spain
EU contribution
€ 162 532,50
Address
Avenida Sur Del Aeropuerto De Barajas 38 Edif 4 Pl 4
28042 Madrid
Activity type
Private for-profit entities (excluding Higher or Secondary Education Establishments)
CENTRO DE REFERENCIA INVESTIGACION DESARROLLO E INNOVACION ATM, A.I.E.
Spain
EU contribution
€ 120 500
Address
Avda De Aragon 402 4 Edificio Allende
28022 Madrid
Activity type
Research Organisations