no code implementations • 14 Feb 2021 • Günther Waxenegger-Wilfing, Kai Dresia, Jan Deeken, Michael Oschwald
The last years have witnessed an enormous interest in the use of artificial intelligence methods, especially machine learning algorithms.
no code implementations • 25 Nov 2020 • Günther Waxenegger-Wilfing, Ushnish Sengupta, Jan Martin, Wolfgang Armbruster, Justin Hardi, Matthew Juniper, Michael Oschwald
In most cases, the method is able to timely predict two types of thermoacoustic instabilities on test data not used for training.
no code implementations • 3 Sep 2020 • Kai Dresia, Simon Jentzsch, Günther Waxenegger-Wilfing, Robson Hahn, Jan Deeken, Michael Oschwald, Fabio Mota
Finally, launch vehicles using a hydrocarbon fuel in the first stage and liquid hydrogen in the upper stage are an appealing alternative, combining both fuels' benefits.
no code implementations • 19 Jun 2020 • Günther Waxenegger-Wilfing, Kai Dresia, Jan Christian Deeken, Michael Oschwald
The open-loop control system cannot provide optimal engine performance due to external disturbances or the degeneration of engine components over time.
no code implementations • 24 Jul 2019 • Günther Waxenegger-Wilfing, Kai Dresia, Jan Christian Deeken, Michael Oschwald
Methane is considered being a good choice as a propellant for future reusable launch systems.