Objective Air transportation is expected to grow persistently over the next decades. Clean combustion technology for aircraft engines is a key enabler to reduce the impact of this growth on ecosystems and humans’ health. The vision for European aviation is shaped by the Advisory Council for Aviation Research and Innovation in Europe in the Flight Path 2050 goals, which define stringent regulations on pollutant emissions. To meet these goals, the major engine manufacturers develop lean premixed combustors operated at very high pressure. This development introduces a large risk for reduced reliability and lifetime of engines: pressure oscillations in the combustor called thermoacoustics. Much research has been dedicated to study this phenomenon over the last decades with mixed success. Industrial experience shows that the pressure oscillations often surface as late as the full engine has been built and tested. Traditional engineering methods fall short of predictability during the design of the engines due to a high sensitivity of thermoacoustics with respect to barely known input parameters. Aviation industry encounters currently the fourth industrial revolution: cyber-physical systems analyze and monitor technical systems and take automated decisions. This industrial revolution is known as “Industry 4.0” in Germany and “Industrial Internet” in the USA. An essential enabler of the fourth industrial revolution is Machine Learning. The ITN MAGISTER will utilize Machine Learning to predict and understand thermoacoustics in aircraft engine combustors, and lead combustion research a revolutionary new approach in this area. The participation of the major aircraft engine OEMs GE, Rolls Royce, Safran ensures industrial relevance and outreach of the results. The project will shape early career talents in a network of world leading scientists and industrial partners to work on one of the most severe design issues in aviation technology in the spirit of the fourth industrial revolution. Fields of science engineering and technologyenvironmental engineeringenergy and fuelsliquid fuelsengineering and technologymechanical engineeringvehicle engineeringaerospace engineeringaircraftsocial sciencespolitical sciencespolitical transitionsrevolutionsnatural sciencesphysical sciencesacousticsnatural sciencescomputer and information sciencesartificial intelligencemachine learning Programme(s) H2020-EU.1.3. - EXCELLENT SCIENCE - Marie Skłodowska-Curie Actions Main Programme H2020-EU.1.3.1. - Fostering new skills by means of excellent initial training of researchers Topic(s) MSCA-ITN-2017 - Innovative Training Networks Call for proposal H2020-MSCA-ITN-2017 See other projects for this call Funding Scheme MSCA-ITN-ETN - European Training Networks Coordinator UNIVERSITEIT TWENTE Net EU contribution € 766 122,84 Address Drienerlolaan 5 7522 NB Enschede Netherlands See on map Region Oost-Nederland Overijssel Twente Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Participants (9) Sort alphabetically Sort by Net EU contribution Expand all Collapse all GENERAL ELECTRIC DEUTSCHLAND HOLDING GMBH Germany Net EU contribution € 498 432,96 Address Bleichstrasse 64-66 60313 Frankfurt am main See on map Region Hessen Darmstadt Frankfurt am Main, Kreisfreie Stadt Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 TECHNISCHE UNIVERSITAET MUENCHEN Germany Net EU contribution € 498 432,96 Address Arcisstrasse 21 80333 Muenchen See on map Region Bayern Oberbayern München, Kreisfreie Stadt Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 KARLSRUHER INSTITUT FUER TECHNOLOGIE Germany Net EU contribution € 249 216,48 Address Kaiserstrasse 12 76131 Karlsruhe See on map Region Baden-Württemberg Karlsruhe Karlsruhe, Stadtkreis Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 THE CHANCELLOR MASTERS AND SCHOLARS OF THE UNIVERSITY OF CAMBRIDGE United Kingdom Net EU contribution € 546 575,76 Address Trinity lane the old schools CB2 1TN Cambridge See on map Region East of England East Anglia Cambridgeshire CC Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 CENTRE EUROPEEN DE RECHERCHE ET DEFORMATION AVANCEE EN CALCUL SCIENTIFIQUE France Net EU contribution € 262 875,60 Address Avenue g coriolis 42 31057 Toulouse cedex See on map Region Occitanie Midi-Pyrénées Haute-Garonne Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 ASSOCIATION POUR LA RECHERCHE ET LE DEVELOPPEMENT DES METHODES ET PROCESSUS INDUSTRIELS France Net EU contribution € 262 875,60 Address Boulevard saint michel 60 75272 Paris See on map Region Ile-de-France Ile-de-France Paris Activity type Research Organisations Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 SAFRAN SA France Net EU contribution € 262 875,60 Address Blvd du gal martial valin 2 75015 Paris See on map Region Ile-de-France Ile-de-France Paris Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 SAFRAN HELICOPTER ENGINES France Net EU contribution € 262 875,60 Address Avenue du president szydlowski 64510 Bordes See on map Region Nouvelle-Aquitaine Aquitaine Pyrénées-Atlantiques Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 ANSYS FRANCE SAS France Net EU contribution € 262 875,60 Address Place georges pompidou 14-15 78180 Montigny le bretonneux See on map Region Ile-de-France Ile-de-France Yvelines Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partners (7) Sort alphabetically Sort by Net EU contribution Expand all Collapse all Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. ROLLS-ROYCE POWER ENGINEERING PLC United Kingdom Net EU contribution € 0,00 Address Moor lane DE24 8BJ Derby See on map Region East Midlands (England) Derbyshire and Nottinghamshire Derby Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. GENERAL ELECTRIC (SWITZERLAND) GMBH Switzerland Net EU contribution € 0,00 Address Brown boveri strasse 7 5401 Baden See on map Region Schweiz/Suisse/Svizzera Nordwestschweiz Aargau Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. SHELL RESEARCH LIMITED United Kingdom Net EU contribution € 0,00 Address Shell centre SE1 7NA London See on map Region London Inner London — East Lambeth Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. KONINKLIJKE LUCHTVAART MAATSCHAPPIJNV Netherlands Net EU contribution € 0,00 Address Amsterdamseweg 55 1182 GP Amstelveen See on map Region West-Nederland Noord-Holland Groot-Amsterdam Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. FDX Fluid Dynamix GmbH Germany Net EU contribution € 0,00 Address Müller-breslau-straße 8 10623 Berlin See on map Region Berlin Berlin Berlin Activity type Private for-profit entities (excluding Higher or Secondary Education Establishments) Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. BOARD OF TRUSTEES OF THE LELAND STANFORD JUNIOR UNIVERSITY United States Net EU contribution € 0,00 Address Serra mall 450 94305 2004 Stanford See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Website Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00 Partner Partner organisations contribute to the implementation of the action, but do not sign the Grant Agreement. GEORGIA INSTITUTE OF TECHNOLOGY United States Net EU contribution € 0,00 Address North avenue carnegie building 30332 0325 Atlanta See on map Activity type Higher or Secondary Education Establishments Links Contact the organisation Opens in new window Participation in EU R&I programmes Opens in new window HORIZON collaboration network Opens in new window Other funding € 0,00
