Based on results from microscopic analysis of steel samples, flowfield calculations thermodynamic and kinetic considerations, amodel has been derived that describes the evolution of the concentration,composition and size of the inclusions in the liquid steelduring the injection of calcium. The mathematical solution of themodel requires the incorporation of Population Balance Equations.The modelling results are compared to the actual inclusion compositionin the steel from IJmuiden BOS2.