Biodiesel production, a crucial step towards sustainable fuel sources, requires constant refinement to maximize efficiency and yield. One critical aspect of this optimization is the determination of suitable feedstocks. Diverse oil sources, such as vegetable oils or animal fats, possess distinct characteristics that can influence biodiesel quality