The process of heat-treating steel samples for homogenization is crucial for achieving desired material properties, such as uniformity and strength. However, determining the optimal duration of heat treatment considers various factors. Firstly, the size of the steel samples plays a significant role, as larger samples typically require more time for heat to penetrate and achieve homogenization throughout the material. Conversely, smaller samples may require shorter durations. Secondly, the method of heating employed can also impact the duration of the heat treatment. Electric furnaces, resistive heating setups, induction heating, and salt bath systems each have distinct heat transfer mechanisms and heating rates, which can affect the time required for homogenization. Understanding how these factors interact and vary across different sample sizes and heating methods is essential for efficiently and effectively conducting heat-treatment processes in steel manufacturing and research contexts.