Scramjet engine has presented excellent advantages in hypersonic flight due to its excellent flight performance, such as simple structure, high specific impulse performance and a broad range of cruising speed. However, the stable combustion is extremely formidable in the case of supersonic flow. This work combined several flame-holding strategies, i.e., vertical injection orifices, dual cavities, pilot flame, as well as converting kerosene as supercritical state, aiming at providing a significant reference for the supersonic stable combustion. Meanwhile, as a highly reactive fuel, the effects of hydrogen addition on the mixing and combustion characteristics were investigated in detail. In the process, the total equivalence ratio of kerosene and pilot hydrogen was held constant at 0.8, and the effect of different equivalence ratios of hydrogen (ERH = 0, 0.34 and 0.47) was investigated. The results showed that the addition of hydrogen can effectively enhance the combustion intensity in the combustor. The wall static pressure reached from 230 kPa to 259 kPa with ERH increasing from 0 to 0.47. High pilot hydrogen can make the back pressure propagate toward the entrance, improving the risk to compromise the stable inlet conditions. The shock wave disk was occurred near the entrance, leading to the drastic variation of pressure, temperature and density. The consumption of supercritical kerosene was very fast, while the combustion of hydrogen was relatively lower, even uncomplete burning of hydrogen was observed at exit. With the addition of pilot hydrogen, the heat released in the combustor became less. Specifically, as the ERH increased from 0 to 0.47, the heat released in combustor reduced from 4.1 × 104 to 3.2 × 104 MJ/s, resulting in the corresponding temperature at the exit decreaing from 1777 to 1607 K, due to the decrement of combustion efficiency resulted from the addition of hydrogen.