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