[HTML][HTML] Experimental analysis of thermo-acoustic instabilities and interaction of oscillatory modes in lean premixed flames using image processing technique

N Hajialigol - Fuel and Combustion, 2024 - jfnc.ir
This paper explores transient phenomena in a thermo-acoustically unstable, laboratory-
scale combustor with a thermal power of nearly 10 kW. The study focuses on enclosed …

[PDF][PDF] Deep Learning Prediction and Experimental Valida-tion of Nonlinear Acoustic-Driven Flame Dynamics Using a CNN-Transformer Hybrid Model

MA Akhtardanesh, E Alipoura, M Farshchib - 2024.isav.ir
A hybrid deep learning model combining Convolutional Neural Networks (CNNs) with a
Transformer Encoder was proposed to investigate the nonlinear dynamics of a laminar …