Modeling and analysis of premixed flame dynamics by means of distributed time delays

W Polifke - Progress in Energy and Combustion Science, 2020 - Elsevier
The unsteady response of a flame to acoustic or flow perturbations plays a crucial role in
thermoacoustic combustion instability. The majority of studies on this subject presents and …

Incompressible versus compressible large eddy simulation for the identification of premixed flame dynamics

AJ Eder, CF Silva, M Haeringer… - … Journal of Spray …, 2023 - journals.sagepub.com
The present work compares the respective advantages and disadvantages of compressible
and incompressible computational fluid dynamics (CFD) formulations when used for the …

Neural network PID control for combustion instability

L Zhang, S Li, Y Xue, H Zhou, Z Ren - Combustion theory and …, 2022 - Taylor & Francis
Considerable research studies have been reported on developing effective active control
means to mitigate combustion instability. In this work, a neural network PID (NNPID) …

Period-2 thermoacoustics in a swirl-stabilised partially premixed flame computed using large eddy simulation

AD Kumar, JC Massey, M Stöhr, W Meier… - Flow, Turbulence and …, 2023 - Springer
A partially premixed swirl-stabilised flame under thermoacoustically unstable conditions is
studied using large eddy simulation with an unstrained flamelet model for the filtered …

Investigation on the intrinsic thermoacoustic instability of a lean-premixed swirl combustor with an acoustic liner

L Xu, J Zheng, G Wang, Z Feng, X Tian, L Li… - Proceedings of the …, 2021 - Elsevier
In the present work, the combustion instability of a premixed swirl combustor was
experimentally and theoretically investigated. Results show that both intrinsic …

Models of the time-averaged heat release rate of the two-dimensional laminar premixed slit flame subjected to the transverse disturbance

T Liu, L Yang, L Qin, X Jiang, J Li - Aerospace Science and Technology, 2023 - Elsevier
A two-dimensional laminar premixed slit flame subjected to the transverse oncoming flow
disturbance has been modelled in this work. The time-averaged flame heat release rate is …

Reconstruction of the flame nonlinear response using deep learning algorithms

J Wu, J Nan, L Yang, J Li - Physics of Fluids, 2023 - pubs.aip.org
This paper demonstrates the ability of the neural network trained on frequency-sweeping
signals with different amplitudes to reconstruct the flame nonlinear response. The neural …

Simultaneous identification of transfer functions and combustion noise of a turbulent flame

M Merk, S Jaensch, C Silva, W Polifke - Journal of Sound and Vibration, 2018 - Elsevier
Abstract The Large Eddy Simulation/System Identification (LES/SI) approach allows to
deduce a flame transfer function (FTF) from LES of turbulent reacting flow: Time series of …

Application of an Improved Workflow for the Identification of Flame Dynamics to Swirl-Stabilized Wet Combustion

M Désor, M Haeringer… - … for Gas Turbines …, 2025 - asmedigitalcollection.asme.org
The estimation of flame transfer functions (FTF) from time series data generated by large
eddy simulation (LES) via system identification (SI) is an important element of …

Estimation of transfer function coefficients for second-order systems via metaheuristic algorithms

O Rodríguez-Abreo, J Rodríguez-Reséndiz… - Sensors, 2021 - mdpi.com
The present research develops the parametric estimation of a second-order transfer function
in its standard form, employing metaheuristic algorithms. For the estimation, the step …