Biodiesel production, a vital 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. Varied oil sources, such as vegetable oils or animal fats, possess distinct attributes that can influence biodiesel quality and production