Explore the words cloud of the MAGISTER project. It provides you a very rough idea of what is the project "MAGISTER" about.
The following table provides information about the project.
Coordinator |
UNIVERSITEIT TWENTE
Organization address contact info |
Coordinator Country | Netherlands [NL] |
Total cost | 3˙873˙159 € |
EC max contribution | 3˙873˙159 € (100%) |
Programme |
1. H2020-EU.1.3.1. (Fostering new skills by means of excellent initial training of researchers) |
Code Call | H2020-MSCA-ITN-2017 |
Funding Scheme | MSCA-ITN-ETN |
Starting year | 2017 |
Duration (year-month-day) | from 2017-09-01 to 2021-08-31 |
Take a look of project's partnership.
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.
Comparison of different machine learning algorithms. | Documents, reports | 2020-02-17 16:47:38 |
Workshop C | Other | 2020-02-17 16:47:35 |
Data Management Plan (DMP) | Open Research Data Pilot | 2020-02-17 16:47:43 |
Application of machine learning in CFD. | Documents, reports | 2020-02-17 16:47:58 |
Workshop B | Other | 2020-02-17 16:47:35 |
Modelling of acoustically absorbing liners. | Documents, reports | 2020-02-17 16:48:10 |
MAGISTER web site operational | Websites, patent fillings, videos etc. | 2020-01-28 16:25:38 |
Summer school: Thermo-acoustics and combustion dynamics in aero gas turbine engines | Other | 2020-01-28 16:25:38 |
Workshop A | Other | 2020-01-28 16:25:38 |
Take a look to the deliverables list in detail: detailed list of MAGISTER deliverables.
year | authors and title | journal | last update |
---|---|---|---|
2019 |
Sara Navarro Arredondo, Jim Kok A model to study spontaneous oscillations in a lean premixed combustor using non-linear analysis published pages: , ISSN: , DOI: |
Proceedings of the 26th International Congress on Sound and Vibration | 2020-01-28 |
2019 |
McCartney M., Haeringer M., Polifke W., Comparison of Machine Learning Algorithms in the Interpolation and Extrapolation of Flame Describing Functions. published pages: , ISSN: , DOI: |
Proceedings of the ASME Turbo Expo 2019 | 2020-01-28 |
2019 |
Alireza Ghasemi, J.B.W. Kok Numerical Study Of A Swirl Atomized Spray Response To Acoustic Perturbations. published pages: , ISSN: , DOI: |
Proceedings of the 26th International Congress on Sound and Vibration | 2020-01-28 |
Are you the coordinator (or a participant) of this project? Plaese send me more information about the "MAGISTER" project.
For instance: the website url (it has not provided by EU-opendata yet), the logo, a more detailed description of the project (in plain text as a rtf file or a word file), some pictures (as picture files, not embedded into any word file), twitter account, linkedin page, etc.
Send me an email (fabio@fabiodisconzi.com) and I put them in your project's page as son as possible.
Thanks. And then put a link of this page into your project's website.
The information about "MAGISTER" are provided by the European Opendata Portal: CORDIS opendata.