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