Experimental investigation on the effects of transverse injection distribution scheme on dual flame dynamics subjected to flow disturbances

T Liu, P Wang, J Li, L Yang, Z Ren - Aerospace Science and Technology, 2024 - Elsevier
Combustion instability has become a major problem in low-emission annular gas turbine
combustors. It is of practical importance to investigate the effects of transverse nozzle …

Multivariate Signal Prediction Using Attention Transfer Learning for Early Detection of Thermoacoustic Instabilities

Z Lyu, Y Fang, Z Ren, G Wang - AIAA Journal, 2024 - arc.aiaa.org
The prediction and control of thermoacoustic instability play a crucial role in combustion
systems. This paper presents a novel methodology that employs attention transfer learning …