This document is a thesis submitted by Yiming Hu to obtain a Master of Science degree in Mechanical Engineering from Delft University of Technology. The thesis studies the microstructural evolution of steel during the quenching and partitioning heat treatment process using dilatometry and synchrotron X-ray diffraction experiments. The goal is to understand the carbon enrichment in austenite and associated phase transformations at different stages of the process. The thesis also examines whether competing reactions occur and how process parameters influence the final microstructure.