Non-intrusive reduced order modeling of unsteady flows using artificial neural networks with application to a combustion problem

Q Wang, JS Hesthaven, D Ray - Journal of computational physics, 2019 - Elsevier
A non-intrusive reduced-basis (RB) method is proposed for parametrized unsteady flows. A
set of reduced basis functions are extracted from a collection of high-fidelity solutions via a …

Entropy generation and CO2 emission in presence of pulsating oscillations in a bifurcating thermoacoustic combustor with a Helmholtz resonator at off-design …

Y Guan, S Becker, D Zhao, J Xu, M Shahsavari… - Aerospace Science and …, 2023 - Elsevier
In this work, we develop a 2D numerical model of a Y-shaped bifurcating combustor with a
Helmholtz resonator attached. Propane (C 3 H 8) is fueled and burnt with air by applying …

Model reduction for transport-dominated problems via online adaptive bases and adaptive sampling

B Peherstorfer - SIAM Journal on Scientific Computing, 2020 - SIAM
This work presents a model reduction approach for problems with coherent structures that
propagate over time, such as convection-dominated flows and wave-type phenomena …

Numerical investigation of combustion instability in a liquid rocket engine: Interaction effect between hydrodynamics and acoustic mode

Y Liu, P Liu, Z Wang, W Ao, G Xu, Y Guan - Aerospace Science and …, 2023 - Elsevier
In this paper, we present the numerical evidence of multiple bifurcations in thermoacoustic
instability as we decrease the equivalence ratio (ϕ) from fuel-rich (ϕ= 1.5) to fuel-lean (ϕ …

Large eddy simulation of combustion instability in a subcritical hydrogen peroxide/kerosene liquid rocket engine: Intermittency route to period-2 thermoacoustic …

Y Liu, P Liu, Z Wang, W Ao, Y Guan - Physics of Fluids, 2023 - pubs.aip.org
This paper presents the first numerical evidence of an intermittency route to period-2
thermoacoustic instability in a subcritical singleelement liquid rocket engine burning …

Numerical investigations on the beating behavior of self-excited combustion instability in a hydrogen-fueled Rijke type combustor

X Song, T Zhu, D Pan, Z Wang, C Ji, D Zhao - Aerospace Science and …, 2022 - Elsevier
Beating, a specific oscillation mode of combustion instability, occurred in a premixed
hydrogen fueled Rijke tube was investigated. A two-dimensional transient numerical model …

Analysis of spontaneous longitudinal combustion instability in an O2/CH4 single-injector rocket combustor

K Guo, Y Ren, P Chen, W Lin, Y Tong, W Nie - Aerospace Science and …, 2021 - Elsevier
Self-excited longitudinal combustion instabilities were analyzed in a sub-scale combustor
operating with a propellant combination of O 2/CH 4. Couplings between acoustics …

Optimal control of turbulent premixed combustion instability with annular micropore air jets

H Zhou, C Tao, Z Liu, S Meng, K Cen - Aerospace Science and Technology, 2020 - Elsevier
This article experimentally investigates the suppressing of combustion instability in a model
gas turbine combustor with annular air jets. Three parameters were optimized to find the …

Modeling of a 7-elements GOX/GCH4 combustion chamber using RANS with Eddy-Dissipation Concept model

JF Wei, M Ye, S Zhang, J Qin, OJ Haidn - Aerospace Science and …, 2020 - Elsevier
A 7-element rocket combustion chamber using GOX/GCH 4 as propellant has been modeled
and simulated to get a more comprehensive knowledge for combustion and heat transfer …

Numerical investigation of combustion instability in a single-element liquid rocket engine: Intermittency routes before and after thermoacoustic instability

Y Liu, P Liu, Z Wang, W Ao, Y Guan - Aerospace Science and Technology, 2023 - Elsevier
This paper provides the first numerical proof of intermittency routes existing before and after
thermoacoustic instability, as we increase the oxidizer inlet temperature under fuel-lean (ϕ …