2016
DOI: 10.1016/j.actaastro.2016.06.043
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Numerical exploration of mixing and combustion in a dual-mode combustor with backward-facing steps

Abstract: Dual-mode scramjet combustor is the crucial component for the combined cycle engine of space mission vehicles. The Reynolds Averaged Navier-Stokes (RANS) equations, Spalart-Allmaras turbulence model and the finite-rate reaction model have been utilized to investigate the mixing and combustion in a dual-mode combustor with backward-facing steps, and the species distributions and the Mach number profile of a turbulent diffusion combustion problem have been employed to validate the numerical approach. Moreover, t… Show more

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Cited by 51 publications
(7 citation statements)
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“…The hyper-parameters are respectively: scaling factor, kernel bandwidth, 𝜎, radial distance of the GPR kernel function, 𝑟 2 , the number of hidden layers, cost for independent parameter optimization,  𝑖 , and the learning rate, 𝛼. We also show the overall 𝑅 2 The SHAP values in Fig. 10 show that the strut V-settlement angle has more importance than other design variables on the mixing efficiency in the stations close to the struts.…”
Section: Cfd Database Interpretationmentioning
confidence: 97%
See 1 more Smart Citation
“…The hyper-parameters are respectively: scaling factor, kernel bandwidth, 𝜎, radial distance of the GPR kernel function, 𝑟 2 , the number of hidden layers, cost for independent parameter optimization,  𝑖 , and the learning rate, 𝛼. We also show the overall 𝑅 2 The SHAP values in Fig. 10 show that the strut V-settlement angle has more importance than other design variables on the mixing efficiency in the stations close to the struts.…”
Section: Cfd Database Interpretationmentioning
confidence: 97%
“…A dual-mode ramjet/scramjet (DMR) engine has a great potential to be one of the most promising air-breathing propulsion systems for hypersonic air transportation in the near future [1,2]. Its appeal stems from a number of features.…”
Section: Introductionmentioning
confidence: 99%
“…The equations were solved by a density-based double precision solver. The combustion process was simulated by the finite-rate/no TCI model and one-step ethylene-air chemical reaction mechanism [40]. The second-order upwind scheme was adopted to discretize the turbulent kinetic energy, specific dissipation rate, and energy equations in space.…”
Section: Computational Setupmentioning
confidence: 99%
“…With the development of aeroengines for advanced aircrafts with hypersonic or supersonic speed, , endothermic hydrocarbon fuel has been proposed as a good solution for thermal management issues resulting from high intensity combustion in the combustion chamber and high friction with air at high flight speeds. Endothermic hydrocarbon fuels with a chemical heat sink due to the occurrence of endothermic pyrolysis reactions can take the place of conventional fuels in which the heat-absorbing capacity is limited by a physical heat sink. , Improving the chemical endothermic capacity is essential to increase the heat absorption of endothermic hydrocarbon fuel.…”
Section: Introductionmentioning
confidence: 99%