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