The addition of Ce significantly enhances cleanliness of steel and modifies precipitation phases. However, there are differences in the effects of different alloy systems, especially its role in M54 steel is insufficiently understood. This study investigates the evolution of inclusions and precipitation phases in M54 steel ingots with varying Ce additions. Results indicate that the addition of Ce reduces the content of impurity elements (O and S) and transforms Mg and Al inclusions into Ce inclusions, which is due to the stronger affinity between Ce and impurity elements such as O and S. Ce inclusions serve as nucleation sites for dendrites, reducing secondary dendrite arm spacing. In addition, these inclusions and Ce-containing precipitated phase also act as nucleation sites for carbide precipitates, effectively refining their distribution by reducing growth spaces and increasing nucleation density. Notably, as Ce content increases from 0 to 0.01 wt%, the precipitation phase content decreases significantly but rises slightly with further increases in Ce content due to the formation of additional Ce-containing precipitates. By quantitatively comparing the dendrite arm spacing, cleanliness, content and size of precipitated phase, it is determined that the optimum addition amount of Ce for M54 steel is about 0.01 wt%.
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