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