Experimental investigations have been conducted to investigate hydrocarbon-fueled supersonic combustion mechanisms using a model scramjet combustor equipped with a cavity flameholder, connected to a high-enthalpy wind tunnel at the University of Tokyo. Due to the high thermal load, cooling of the combustor walls is essential, necessitating the use of endothermic reactions of hydrocarbon fuels, specifically thermal cracking within the cooling channel. This process primarily produces hydrogen, methane, ethane, ethylene, and propane, and the impact of these components on supersonic combustion has been thoroughly examined. The inclusion of hydrogen in the thermally cracked components showed limited enhancement in combustion performance. Conversely, ethylene emerged as the most reactive component among the cracked hydrocarbons, significantly improving combustion performance upon addition. Detailed investigations into supersonic combustion modes were conducted for fuel mixtures of methane and ethylene, identifying combustion mode characteristics across various stagnation temperatures. Additionally, combustion instability in ethylene supersonic combustion was explored using data-driven methodologies, including proper orthogonal decomposition (POD) and dynamic mode decomposition (DMD). The sparsity-promoting dynamic mode decomposition (SP-DMD) elucidated the combustion instability mechanism between supersonic jet wake-stabilized combustion and ram combustion. Non-linear dimensionality reduction techniques, such as the Gaussian process latent variable model (GPLVM) and the Gaussian process dynamic model (GPDM), were employed to assess the influence of fuel penetration height on combustion modes. These advanced data-driven approaches provided a detailed understanding of the mechanisms underlying supersonic combustion instabilities.
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