Spring steel is extensively utilized in various sectors, such as automotive, engineering machinery, and electric power sectors, owing to its excellent elasticity. [1][2][3] The industries have stringent fatigue performances requirement for their products. [4] Inclusions are common sources of early fatigue faults, [5] which can cause premature spring fracture. For manufacturing highquality spring steel, a deep understanding of the formation and evolution of the inclusions in spring steel is essential.Si and Mn are commonly used as deoxidizers in high-quality spring steel. [6] Si-Mn-killed spring steel has inclusions with a low melting point, which deform more easily during rolling than the inclusions of Al-killed spring steel, thereby decreasing the damage of the inclusions on the fatigue life of the spring. [7] Al 2 O 3 and MgO-Al 2 O 3 inclusions with a high melting point can be formed with an excessively high Al content in steel. These inclusions can block the nozzle and shorten the fatigue life of spring. [8] Thus, alloys with a low Al content and refining slag are used to regulate the Al content in molten steel. [9][10][11] Inclusions form and evolve dynamically during continuous casting (CC) because of the continuous variations in the thermodynamic equilibrium between molten steel and inclusions in CC. According to Choudhary et al., [12] MnO-SiO 2 -Al 2 O 3 and Al 2 O 3 inclusions are formed during the solidification of Si-Mn-killed lowcarbon steel. They [13] further investigated the formation and evolution of the inclusions in low-carbon Al-killed steel during CC and predicted the types of precipitates with varying Mg contents. From their results, the Mg content in molten steel during ladle treatment should be kept below 0.8 ppm to prevent the formation of MgO•Al 2 O 3 spinel inclusions, which is consistent with the results of Ben. [14] Sonja et al. [15] observed an increase in the number of liquid inclusions in the steel and the formation of MnO-Al 2 O 3 spinel inclusions when the temperature dropped during the solidification of Si-Mn-killed steel. Goto et al. [16] investigated the influence of the initial oxides on the precipitation and growth of oxides during the solidification of Mn-killed steel. During solidification, the formation and growth of MnO-FeO oxides were independent of the initial oxide. Saburo et al. [17] discovered the relationship between the initial contents of Al and O in molten steel and changes in the Al 2 O 3 content in the MnO-SiO 2 -Al 2 O 3 inclusions during solidification. The inclusions were more stable during cooling with high initial amounts of Al and O. Zhong et al. [18] investigated the cooling process of silicon steel, whereby the precipitates were found to be mullite. The cooling rate had a significant impact on the precipitation and growth of the oxides. In particular, a slower cooling rate was beneficial for reducing the number of inclusions. Holappa et al. [19] investigated the evolution of the inclusions in Ca-treated Al-killed steels during solidification. They found ...