From abstraction to design: Interpretable tree-based machine learning for stable thermoacoustic system layout

M Kuznetsova, A Ghani - Proceedings of the Combustion Institute, 2024 - Elsevier
Thermoacoustic instabilities are a long-standing problem. Both academia and industry
researched intensively this problem, but even today, no guidelines (or design rules) exist to …

Shape Optimization of an Industrial Aeroengine Combustor to reduce Thermoacoustic Instability

E Ekici, M Juniper - Journal of Engineering for Gas …, 2024 - asmedigitalcollection.asme.org
We parameterize the geometry of an industrial aeroengine combustor using Free Form
Deformation (FFD). We then define the thermoacoustic system parameters and impose the …

[PDF][PDF] Shape Optimization of an Industrial Aeroengine Combustor to reduce Thermoacoustic Instability

M Juniper - 2024 - mpj1001.user.srcf.net
We parameterize the geometry of an industrial aeroengine combustor using Free Form
Deformation (FFD). We then define the thermoacoustic system parameters and impose the …