Biodiesel production, a significant step towards sustainable fuel sources, needs constant improvement to maximize efficiency and yield. One fundamental aspect of this optimization is the choice of suitable feedstocks. Different oil sources, such as vegetable oils or animal fats, possess distinct characteristics that can affect biodiesel quality and