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